Namespace(batch_size=96, center_reg_weight=1.0, data_shape=512, dataset='coco', dataset_root='~/.mxnet/datasets/', epochs=140, flip_validation=False, gpus='0,1,2,3,4,5,6,7', log_interval=10, lr=0.000375, lr_decay=0.1, lr_decay_epoch='90,120', lr_mode='step', momentum=0.9, network='resnet101_v1b_dcnv2', num_samples=117266, num_workers=60, resume='', save_interval=10, save_prefix='center_net_resnet101_v1b_dcnv2_coco', seed=233, start_epoch=0, val_interval=100, warmup_epochs=0, warmup_lr=0.0, wd=1e-05, wh_weight=0.1) Start training from [Epoch 0] [Epoch 0][Batch 9], Speed: 145.976 samples/sec, LR=0.000375, WHL1=2.270, CenterRegL1=0.462, HeatmapFocal=272.871 [Epoch 0][Batch 19], Speed: 148.774 samples/sec, LR=0.000375, WHL1=2.278, CenterRegL1=0.382, HeatmapFocal=219.414 [Epoch 0][Batch 29], Speed: 151.915 samples/sec, LR=0.000375, WHL1=2.267, CenterRegL1=0.344, HeatmapFocal=188.293 [Epoch 0][Batch 39], Speed: 143.901 samples/sec, LR=0.000375, WHL1=2.232, CenterRegL1=0.321, HeatmapFocal=159.926 [Epoch 0][Batch 49], Speed: 141.725 samples/sec, LR=0.000375, WHL1=2.190, CenterRegL1=0.306, HeatmapFocal=134.951 [Epoch 0][Batch 59], Speed: 155.402 samples/sec, LR=0.000375, WHL1=2.146, CenterRegL1=0.297, HeatmapFocal=114.954 [Epoch 0][Batch 69], Speed: 136.056 samples/sec, LR=0.000375, WHL1=2.106, CenterRegL1=0.290, HeatmapFocal=99.726 [Epoch 0][Batch 79], Speed: 149.535 samples/sec, LR=0.000375, WHL1=2.067, CenterRegL1=0.285, HeatmapFocal=88.056 [Epoch 0][Batch 89], Speed: 150.858 samples/sec, LR=0.000375, WHL1=2.037, CenterRegL1=0.281, HeatmapFocal=78.902 [Epoch 0][Batch 99], Speed: 147.178 samples/sec, LR=0.000375, WHL1=2.005, CenterRegL1=0.278, HeatmapFocal=71.532 [Epoch 0][Batch 109], Speed: 156.078 samples/sec, LR=0.000375, WHL1=1.975, CenterRegL1=0.275, HeatmapFocal=65.488 [Epoch 0][Batch 119], Speed: 150.492 samples/sec, LR=0.000375, WHL1=1.957, CenterRegL1=0.273, HeatmapFocal=60.447 [Epoch 0][Batch 129], Speed: 145.864 samples/sec, LR=0.000375, WHL1=1.945, CenterRegL1=0.271, HeatmapFocal=56.174 [Epoch 0][Batch 139], Speed: 154.647 samples/sec, LR=0.000375, WHL1=1.934, CenterRegL1=0.269, HeatmapFocal=52.506 [Epoch 0][Batch 149], Speed: 157.885 samples/sec, LR=0.000375, WHL1=1.926, CenterRegL1=0.268, HeatmapFocal=49.327 [Epoch 0][Batch 159], Speed: 166.016 samples/sec, LR=0.000375, WHL1=1.917, CenterRegL1=0.267, HeatmapFocal=46.539 [Epoch 0][Batch 169], Speed: 159.483 samples/sec, LR=0.000375, WHL1=1.909, CenterRegL1=0.266, HeatmapFocal=44.079 [Epoch 0][Batch 179], Speed: 150.991 samples/sec, LR=0.000375, WHL1=1.901, CenterRegL1=0.265, HeatmapFocal=41.889 [Epoch 0][Batch 189], Speed: 152.734 samples/sec, LR=0.000375, WHL1=1.893, CenterRegL1=0.264, HeatmapFocal=39.929 [Epoch 0][Batch 199], Speed: 148.360 samples/sec, LR=0.000375, WHL1=1.887, CenterRegL1=0.263, HeatmapFocal=38.162 [Epoch 0][Batch 209], Speed: 148.555 samples/sec, LR=0.000375, WHL1=1.882, CenterRegL1=0.263, HeatmapFocal=36.563 [Epoch 0][Batch 219], Speed: 162.619 samples/sec, LR=0.000375, WHL1=1.877, CenterRegL1=0.262, HeatmapFocal=35.109 [Epoch 0][Batch 229], Speed: 158.761 samples/sec, LR=0.000375, WHL1=1.869, CenterRegL1=0.261, HeatmapFocal=33.779 [Epoch 0][Batch 239], Speed: 153.927 samples/sec, LR=0.000375, WHL1=1.862, CenterRegL1=0.261, HeatmapFocal=32.558 [Epoch 0][Batch 249], Speed: 145.806 samples/sec, LR=0.000375, WHL1=1.858, CenterRegL1=0.260, HeatmapFocal=31.436 [Epoch 0][Batch 259], Speed: 150.636 samples/sec, LR=0.000375, WHL1=1.852, CenterRegL1=0.260, HeatmapFocal=30.396 [Epoch 0][Batch 269], Speed: 152.443 samples/sec, LR=0.000375, WHL1=1.849, CenterRegL1=0.260, HeatmapFocal=29.433 [Epoch 0][Batch 279], Speed: 153.672 samples/sec, LR=0.000375, WHL1=1.845, CenterRegL1=0.259, HeatmapFocal=28.538 [Epoch 0][Batch 289], Speed: 151.296 samples/sec, LR=0.000375, WHL1=1.842, CenterRegL1=0.259, HeatmapFocal=27.703 [Epoch 0][Batch 299], Speed: 146.979 samples/sec, LR=0.000375, WHL1=1.836, CenterRegL1=0.259, HeatmapFocal=26.921 [Epoch 0][Batch 309], Speed: 154.905 samples/sec, LR=0.000375, WHL1=1.832, CenterRegL1=0.259, HeatmapFocal=26.188 [Epoch 0][Batch 319], Speed: 148.517 samples/sec, LR=0.000375, WHL1=1.827, CenterRegL1=0.259, HeatmapFocal=25.500 [Epoch 0][Batch 329], Speed: 146.936 samples/sec, LR=0.000375, WHL1=1.821, CenterRegL1=0.259, HeatmapFocal=24.852 [Epoch 0][Batch 339], Speed: 159.991 samples/sec, LR=0.000375, WHL1=1.814, CenterRegL1=0.259, HeatmapFocal=24.240 [Epoch 0][Batch 349], Speed: 152.883 samples/sec, LR=0.000375, WHL1=1.809, CenterRegL1=0.259, HeatmapFocal=23.665 [Epoch 0][Batch 359], Speed: 149.728 samples/sec, LR=0.000375, WHL1=1.805, CenterRegL1=0.259, HeatmapFocal=23.121 [Epoch 0][Batch 369], Speed: 152.841 samples/sec, LR=0.000375, WHL1=1.799, CenterRegL1=0.259, HeatmapFocal=22.605 [Epoch 0][Batch 379], Speed: 147.248 samples/sec, LR=0.000375, WHL1=1.792, CenterRegL1=0.258, HeatmapFocal=22.115 [Epoch 0][Batch 389], Speed: 138.527 samples/sec, LR=0.000375, WHL1=1.787, CenterRegL1=0.258, HeatmapFocal=21.650 [Epoch 0][Batch 399], Speed: 156.273 samples/sec, LR=0.000375, WHL1=1.781, CenterRegL1=0.258, HeatmapFocal=21.209 [Epoch 0][Batch 409], Speed: 151.362 samples/sec, LR=0.000375, WHL1=1.776, CenterRegL1=0.258, HeatmapFocal=20.789 [Epoch 0][Batch 419], Speed: 158.014 samples/sec, LR=0.000375, WHL1=1.771, CenterRegL1=0.258, HeatmapFocal=20.389 [Epoch 0][Batch 429], Speed: 154.374 samples/sec, LR=0.000375, WHL1=1.767, CenterRegL1=0.258, HeatmapFocal=20.007 [Epoch 0][Batch 439], Speed: 153.824 samples/sec, LR=0.000375, WHL1=1.762, CenterRegL1=0.257, HeatmapFocal=19.642 [Epoch 0][Batch 449], Speed: 154.327 samples/sec, LR=0.000375, WHL1=1.756, CenterRegL1=0.257, HeatmapFocal=19.291 [Epoch 0][Batch 459], Speed: 157.746 samples/sec, LR=0.000375, WHL1=1.751, CenterRegL1=0.257, HeatmapFocal=18.958 [Epoch 0][Batch 469], Speed: 157.012 samples/sec, LR=0.000375, WHL1=1.743, CenterRegL1=0.257, HeatmapFocal=18.637 [Epoch 0][Batch 479], Speed: 145.248 samples/sec, LR=0.000375, WHL1=1.736, CenterRegL1=0.257, HeatmapFocal=18.330 [Epoch 0][Batch 489], Speed: 156.403 samples/sec, LR=0.000375, WHL1=1.727, CenterRegL1=0.257, HeatmapFocal=18.033 [Epoch 0][Batch 499], Speed: 148.612 samples/sec, LR=0.000375, WHL1=1.717, CenterRegL1=0.257, HeatmapFocal=17.748 [Epoch 0][Batch 509], Speed: 153.758 samples/sec, LR=0.000375, WHL1=1.709, CenterRegL1=0.256, HeatmapFocal=17.474 [Epoch 0][Batch 519], Speed: 145.916 samples/sec, LR=0.000375, WHL1=1.700, CenterRegL1=0.256, HeatmapFocal=17.212 [Epoch 0][Batch 529], Speed: 154.339 samples/sec, LR=0.000375, WHL1=1.691, CenterRegL1=0.256, HeatmapFocal=16.958 [Epoch 0][Batch 539], Speed: 158.727 samples/sec, LR=0.000375, WHL1=1.681, CenterRegL1=0.256, HeatmapFocal=16.713 [Epoch 0][Batch 549], Speed: 148.906 samples/sec, LR=0.000375, WHL1=1.671, CenterRegL1=0.256, HeatmapFocal=16.476 [Epoch 0][Batch 559], Speed: 141.241 samples/sec, LR=0.000375, WHL1=1.662, CenterRegL1=0.256, HeatmapFocal=16.249 [Epoch 0][Batch 569], Speed: 146.445 samples/sec, LR=0.000375, WHL1=1.653, CenterRegL1=0.256, HeatmapFocal=16.028 [Epoch 0][Batch 579], Speed: 149.922 samples/sec, LR=0.000375, WHL1=1.643, CenterRegL1=0.256, HeatmapFocal=15.814 [Epoch 0][Batch 589], Speed: 165.772 samples/sec, LR=0.000375, WHL1=1.634, CenterRegL1=0.256, HeatmapFocal=15.609 [Epoch 0][Batch 599], Speed: 155.473 samples/sec, LR=0.000375, WHL1=1.625, CenterRegL1=0.255, HeatmapFocal=15.410 [Epoch 0][Batch 609], Speed: 154.634 samples/sec, LR=0.000375, WHL1=1.616, CenterRegL1=0.255, HeatmapFocal=15.217 [Epoch 0][Batch 619], Speed: 156.942 samples/sec, LR=0.000375, WHL1=1.607, CenterRegL1=0.255, HeatmapFocal=15.029 [Epoch 0][Batch 629], Speed: 161.227 samples/sec, LR=0.000375, WHL1=1.599, CenterRegL1=0.255, HeatmapFocal=14.848 [Epoch 0][Batch 639], Speed: 149.078 samples/sec, LR=0.000375, WHL1=1.590, CenterRegL1=0.255, HeatmapFocal=14.673 [Epoch 0][Batch 649], Speed: 160.612 samples/sec, LR=0.000375, WHL1=1.582, CenterRegL1=0.255, HeatmapFocal=14.501 [Epoch 0][Batch 659], Speed: 139.994 samples/sec, LR=0.000375, WHL1=1.573, CenterRegL1=0.255, HeatmapFocal=14.335 [Epoch 0][Batch 669], Speed: 152.997 samples/sec, LR=0.000375, WHL1=1.564, CenterRegL1=0.255, HeatmapFocal=14.173 [Epoch 0][Batch 679], Speed: 152.621 samples/sec, LR=0.000375, WHL1=1.556, CenterRegL1=0.255, HeatmapFocal=14.016 [Epoch 0][Batch 689], Speed: 156.467 samples/sec, LR=0.000375, WHL1=1.548, CenterRegL1=0.255, HeatmapFocal=13.864 [Epoch 0][Batch 699], Speed: 161.004 samples/sec, LR=0.000375, WHL1=1.540, CenterRegL1=0.255, HeatmapFocal=13.716 [Epoch 0][Batch 709], Speed: 155.813 samples/sec, LR=0.000375, WHL1=1.532, CenterRegL1=0.255, HeatmapFocal=13.571 [Epoch 0][Batch 719], Speed: 154.976 samples/sec, LR=0.000375, WHL1=1.524, CenterRegL1=0.255, HeatmapFocal=13.432 [Epoch 0][Batch 729], Speed: 143.910 samples/sec, LR=0.000375, WHL1=1.517, CenterRegL1=0.255, HeatmapFocal=13.295 [Epoch 0][Batch 739], Speed: 143.902 samples/sec, LR=0.000375, WHL1=1.510, CenterRegL1=0.255, HeatmapFocal=13.162 [Epoch 0][Batch 749], Speed: 159.061 samples/sec, LR=0.000375, WHL1=1.502, CenterRegL1=0.254, HeatmapFocal=13.033 [Epoch 0][Batch 759], Speed: 162.013 samples/sec, LR=0.000375, WHL1=1.495, CenterRegL1=0.254, HeatmapFocal=12.907 [Epoch 0][Batch 769], Speed: 156.980 samples/sec, LR=0.000375, WHL1=1.488, CenterRegL1=0.254, HeatmapFocal=12.784 [Epoch 0][Batch 779], Speed: 146.062 samples/sec, LR=0.000375, WHL1=1.480, CenterRegL1=0.254, HeatmapFocal=12.663 [Epoch 0][Batch 789], Speed: 158.551 samples/sec, LR=0.000375, WHL1=1.474, CenterRegL1=0.254, HeatmapFocal=12.546 [Epoch 0][Batch 799], Speed: 152.347 samples/sec, LR=0.000375, WHL1=1.467, CenterRegL1=0.254, HeatmapFocal=12.432 [Epoch 0][Batch 809], Speed: 153.285 samples/sec, LR=0.000375, WHL1=1.461, CenterRegL1=0.254, HeatmapFocal=12.321 [Epoch 0][Batch 819], Speed: 154.862 samples/sec, LR=0.000375, WHL1=1.455, CenterRegL1=0.254, HeatmapFocal=12.212 [Epoch 0][Batch 829], Speed: 164.386 samples/sec, LR=0.000375, WHL1=1.449, CenterRegL1=0.254, HeatmapFocal=12.106 [Epoch 0][Batch 839], Speed: 158.196 samples/sec, LR=0.000375, WHL1=1.443, CenterRegL1=0.254, HeatmapFocal=12.002 [Epoch 0][Batch 849], Speed: 150.093 samples/sec, LR=0.000375, WHL1=1.436, CenterRegL1=0.254, HeatmapFocal=11.900 [Epoch 0][Batch 859], Speed: 151.326 samples/sec, LR=0.000375, WHL1=1.430, CenterRegL1=0.254, HeatmapFocal=11.800 [Epoch 0][Batch 869], Speed: 150.204 samples/sec, LR=0.000375, WHL1=1.425, CenterRegL1=0.254, HeatmapFocal=11.703 [Epoch 0][Batch 879], Speed: 157.385 samples/sec, LR=0.000375, WHL1=1.419, CenterRegL1=0.254, HeatmapFocal=11.608 [Epoch 0][Batch 889], Speed: 163.235 samples/sec, LR=0.000375, WHL1=1.413, CenterRegL1=0.254, HeatmapFocal=11.515 [Epoch 0][Batch 899], Speed: 155.556 samples/sec, LR=0.000375, WHL1=1.407, CenterRegL1=0.254, HeatmapFocal=11.424 [Epoch 0][Batch 909], Speed: 146.440 samples/sec, LR=0.000375, WHL1=1.402, CenterRegL1=0.254, HeatmapFocal=11.334 [Epoch 0][Batch 919], Speed: 159.125 samples/sec, LR=0.000375, WHL1=1.397, CenterRegL1=0.254, HeatmapFocal=11.247 [Epoch 0][Batch 929], Speed: 154.192 samples/sec, LR=0.000375, WHL1=1.392, CenterRegL1=0.253, HeatmapFocal=11.162 [Epoch 0][Batch 939], Speed: 148.978 samples/sec, LR=0.000375, WHL1=1.387, CenterRegL1=0.253, HeatmapFocal=11.079 [Epoch 0][Batch 949], Speed: 160.199 samples/sec, LR=0.000375, WHL1=1.382, CenterRegL1=0.253, HeatmapFocal=10.997 [Epoch 0][Batch 959], Speed: 139.201 samples/sec, LR=0.000375, WHL1=1.377, CenterRegL1=0.253, HeatmapFocal=10.916 [Epoch 0][Batch 969], Speed: 152.962 samples/sec, LR=0.000375, WHL1=1.372, CenterRegL1=0.253, HeatmapFocal=10.838 [Epoch 0][Batch 979], Speed: 143.863 samples/sec, LR=0.000375, WHL1=1.368, CenterRegL1=0.253, HeatmapFocal=10.761 [Epoch 0][Batch 989], Speed: 145.938 samples/sec, LR=0.000375, WHL1=1.364, CenterRegL1=0.253, HeatmapFocal=10.686 [Epoch 0][Batch 999], Speed: 160.149 samples/sec, LR=0.000375, WHL1=1.360, CenterRegL1=0.253, HeatmapFocal=10.613 [Epoch 0][Batch 1009], Speed: 158.584 samples/sec, LR=0.000375, WHL1=1.355, CenterRegL1=0.253, HeatmapFocal=10.540 [Epoch 0][Batch 1019], Speed: 140.588 samples/sec, LR=0.000375, WHL1=1.351, CenterRegL1=0.253, HeatmapFocal=10.468 [Epoch 0][Batch 1029], Speed: 134.917 samples/sec, LR=0.000375, WHL1=1.346, CenterRegL1=0.253, HeatmapFocal=10.399 [Epoch 0][Batch 1039], Speed: 155.634 samples/sec, LR=0.000375, WHL1=1.342, CenterRegL1=0.253, HeatmapFocal=10.331 [Epoch 0][Batch 1049], Speed: 146.547 samples/sec, LR=0.000375, WHL1=1.339, CenterRegL1=0.253, HeatmapFocal=10.263 [Epoch 0][Batch 1059], Speed: 150.166 samples/sec, LR=0.000375, WHL1=1.334, CenterRegL1=0.253, HeatmapFocal=10.197 [Epoch 0][Batch 1069], Speed: 153.736 samples/sec, LR=0.000375, WHL1=1.330, CenterRegL1=0.253, HeatmapFocal=10.132 [Epoch 0][Batch 1079], Speed: 149.397 samples/sec, LR=0.000375, WHL1=1.326, CenterRegL1=0.253, HeatmapFocal=10.068 [Epoch 0][Batch 1089], Speed: 132.308 samples/sec, LR=0.000375, WHL1=1.323, CenterRegL1=0.253, HeatmapFocal=10.006 [Epoch 0][Batch 1099], Speed: 153.301 samples/sec, LR=0.000375, WHL1=1.319, CenterRegL1=0.253, HeatmapFocal=9.945 [Epoch 0][Batch 1109], Speed: 140.733 samples/sec, LR=0.000375, WHL1=1.315, CenterRegL1=0.253, HeatmapFocal=9.884 [Epoch 0][Batch 1119], Speed: 155.806 samples/sec, LR=0.000375, WHL1=1.312, CenterRegL1=0.253, HeatmapFocal=9.826 [Epoch 0][Batch 1129], Speed: 159.646 samples/sec, LR=0.000375, WHL1=1.308, CenterRegL1=0.253, HeatmapFocal=9.767 [Epoch 0][Batch 1139], Speed: 158.326 samples/sec, LR=0.000375, WHL1=1.304, CenterRegL1=0.253, HeatmapFocal=9.710 [Epoch 0][Batch 1149], Speed: 150.487 samples/sec, LR=0.000375, WHL1=1.301, CenterRegL1=0.253, HeatmapFocal=9.654 [Epoch 0][Batch 1159], Speed: 150.604 samples/sec, LR=0.000375, WHL1=1.297, CenterRegL1=0.252, HeatmapFocal=9.599 [Epoch 0][Batch 1169], Speed: 151.192 samples/sec, LR=0.000375, WHL1=1.293, CenterRegL1=0.252, HeatmapFocal=9.544 [Epoch 0][Batch 1179], Speed: 146.150 samples/sec, LR=0.000375, WHL1=1.290, CenterRegL1=0.252, HeatmapFocal=9.490 [Epoch 0][Batch 1189], Speed: 155.394 samples/sec, LR=0.000375, WHL1=1.287, CenterRegL1=0.252, HeatmapFocal=9.437 [Epoch 0][Batch 1199], Speed: 148.049 samples/sec, LR=0.000375, WHL1=1.283, CenterRegL1=0.252, HeatmapFocal=9.386 [Epoch 0][Batch 1209], Speed: 165.032 samples/sec, LR=0.000375, WHL1=1.280, CenterRegL1=0.252, HeatmapFocal=9.335 [Epoch 0][Batch 1219], Speed: 146.476 samples/sec, LR=0.000375, WHL1=1.277, CenterRegL1=0.252, HeatmapFocal=9.285 [Epoch 0] Training cost: 813.315, WHL1=1.277, CenterRegL1=0.252, HeatmapFocal=9.280 [Epoch 0] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.001 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.004 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.002 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.002 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.007 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.009 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.010 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.002 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.012 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.017 person=6.5 bicycle=0.0 car=0.4 motorcycle=0.0 airplane=0.0 bus=0.0 train=0.0 truck=0.0 boat=0.0 traffic light=0.0 fire hydrant=0.2 stop sign=0.0 parking meter=0.0 bench=0.0 bird=0.1 cat=0.1 dog=0.2 horse=0.1 sheep=0.0 cow=0.0 elephant=0.0 bear=0.0 zebra=0.1 giraffe=0.5 backpack=0.0 umbrella=0.0 handbag=0.0 tie=0.0 suitcase=0.0 frisbee=0.0 skis=0.0 snowboard=0.0 sports ball=0.0 kite=0.0 baseball bat=0.0 baseball glove=0.0 skateboard=0.0 surfboard=0.0 tennis racket=0.0 bottle=0.0 wine glass=0.0 cup=0.0 fork=0.0 knife=0.0 spoon=0.0 bowl=0.0 banana=0.0 apple=0.0 sandwich=0.0 orange=0.1 broccoli=0.0 carrot=0.0 hot dog=0.0 pizza=0.1 donut=0.0 cake=0.0 chair=0.0 couch=0.0 potted plant=0.0 bed=0.0 dining table=0.0 toilet=0.1 tv=0.0 laptop=0.0 mouse=0.0 remote=0.0 keyboard=0.0 cell phone=0.0 microwave=0.0 oven=0.0 toaster=0.0 sink=0.0 refrigerator=0.0 book=0.0 clock=1.0 vase=0.0 scissors=0.0 teddy bear=0.0 hair drier=0.0 toothbrush=0.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =0.1 [Epoch 1][Batch 9], Speed: 136.581 samples/sec, LR=0.000375, WHL1=0.860, CenterRegL1=0.249, HeatmapFocal=9.230 [Epoch 1][Batch 19], Speed: 149.252 samples/sec, LR=0.000375, WHL1=0.862, CenterRegL1=0.248, HeatmapFocal=9.181 [Epoch 1][Batch 29], Speed: 153.304 samples/sec, LR=0.000375, WHL1=0.863, CenterRegL1=0.248, HeatmapFocal=9.133 [Epoch 1][Batch 39], Speed: 158.079 samples/sec, LR=0.000375, WHL1=0.862, CenterRegL1=0.248, HeatmapFocal=9.086 [Epoch 1][Batch 49], Speed: 135.444 samples/sec, LR=0.000375, WHL1=0.865, CenterRegL1=0.249, HeatmapFocal=9.039 [Epoch 1][Batch 59], Speed: 150.416 samples/sec, LR=0.000375, WHL1=0.860, CenterRegL1=0.249, HeatmapFocal=8.993 [Epoch 1][Batch 69], Speed: 137.031 samples/sec, LR=0.000375, WHL1=0.860, CenterRegL1=0.249, HeatmapFocal=8.948 [Epoch 1][Batch 79], Speed: 161.673 samples/sec, LR=0.000375, WHL1=0.857, CenterRegL1=0.248, HeatmapFocal=8.904 [Epoch 1][Batch 89], Speed: 158.946 samples/sec, LR=0.000375, WHL1=0.859, CenterRegL1=0.249, HeatmapFocal=8.860 [Epoch 1][Batch 99], Speed: 150.907 samples/sec, LR=0.000375, WHL1=0.857, CenterRegL1=0.249, HeatmapFocal=8.817 [Epoch 1][Batch 109], Speed: 150.623 samples/sec, LR=0.000375, WHL1=0.855, CenterRegL1=0.248, HeatmapFocal=8.774 [Epoch 1][Batch 119], Speed: 141.040 samples/sec, LR=0.000375, WHL1=0.854, CenterRegL1=0.248, HeatmapFocal=8.732 [Epoch 1][Batch 129], Speed: 161.196 samples/sec, LR=0.000375, WHL1=0.853, CenterRegL1=0.248, HeatmapFocal=8.691 [Epoch 1][Batch 139], Speed: 154.685 samples/sec, LR=0.000375, WHL1=0.853, CenterRegL1=0.248, HeatmapFocal=8.650 [Epoch 1][Batch 149], Speed: 159.638 samples/sec, LR=0.000375, WHL1=0.851, CenterRegL1=0.248, HeatmapFocal=8.610 [Epoch 1][Batch 159], Speed: 150.839 samples/sec, LR=0.000375, WHL1=0.853, CenterRegL1=0.248, HeatmapFocal=8.571 [Epoch 1][Batch 169], Speed: 154.828 samples/sec, LR=0.000375, WHL1=0.854, CenterRegL1=0.248, HeatmapFocal=8.532 [Epoch 1][Batch 179], Speed: 154.901 samples/sec, LR=0.000375, WHL1=0.854, CenterRegL1=0.248, HeatmapFocal=8.494 [Epoch 1][Batch 189], Speed: 149.415 samples/sec, LR=0.000375, WHL1=0.853, CenterRegL1=0.248, HeatmapFocal=8.456 [Epoch 1][Batch 199], Speed: 159.471 samples/sec, LR=0.000375, WHL1=0.852, CenterRegL1=0.248, HeatmapFocal=8.418 [Epoch 1][Batch 209], Speed: 156.291 samples/sec, LR=0.000375, WHL1=0.851, CenterRegL1=0.248, HeatmapFocal=8.381 [Epoch 1][Batch 219], Speed: 158.549 samples/sec, LR=0.000375, WHL1=0.851, CenterRegL1=0.248, HeatmapFocal=8.344 [Epoch 1][Batch 229], Speed: 157.235 samples/sec, LR=0.000375, WHL1=0.852, CenterRegL1=0.248, HeatmapFocal=8.309 [Epoch 1][Batch 239], Speed: 131.542 samples/sec, LR=0.000375, WHL1=0.849, CenterRegL1=0.248, HeatmapFocal=8.273 [Epoch 1][Batch 249], Speed: 152.754 samples/sec, LR=0.000375, WHL1=0.848, CenterRegL1=0.248, HeatmapFocal=8.238 [Epoch 1][Batch 259], Speed: 155.034 samples/sec, LR=0.000375, WHL1=0.848, CenterRegL1=0.248, HeatmapFocal=8.203 [Epoch 1][Batch 269], Speed: 155.972 samples/sec, LR=0.000375, WHL1=0.847, CenterRegL1=0.248, HeatmapFocal=8.169 [Epoch 1][Batch 279], Speed: 152.322 samples/sec, LR=0.000375, WHL1=0.845, CenterRegL1=0.248, HeatmapFocal=8.136 [Epoch 1][Batch 289], Speed: 142.019 samples/sec, LR=0.000375, WHL1=0.844, CenterRegL1=0.248, HeatmapFocal=8.102 [Epoch 1][Batch 299], Speed: 157.163 samples/sec, LR=0.000375, WHL1=0.843, CenterRegL1=0.249, HeatmapFocal=8.070 [Epoch 1][Batch 309], Speed: 145.863 samples/sec, LR=0.000375, WHL1=0.841, CenterRegL1=0.249, HeatmapFocal=8.037 [Epoch 1][Batch 319], Speed: 146.159 samples/sec, LR=0.000375, WHL1=0.840, CenterRegL1=0.249, HeatmapFocal=8.005 [Epoch 1][Batch 329], Speed: 156.785 samples/sec, LR=0.000375, WHL1=0.838, CenterRegL1=0.249, HeatmapFocal=7.973 [Epoch 1][Batch 339], Speed: 145.519 samples/sec, LR=0.000375, WHL1=0.836, CenterRegL1=0.248, HeatmapFocal=7.942 [Epoch 1][Batch 349], Speed: 150.960 samples/sec, LR=0.000375, WHL1=0.835, CenterRegL1=0.248, HeatmapFocal=7.911 [Epoch 1][Batch 359], Speed: 144.460 samples/sec, LR=0.000375, WHL1=0.834, CenterRegL1=0.248, HeatmapFocal=7.880 [Epoch 1][Batch 369], Speed: 147.035 samples/sec, LR=0.000375, WHL1=0.832, CenterRegL1=0.248, HeatmapFocal=7.850 [Epoch 1][Batch 379], Speed: 157.603 samples/sec, LR=0.000375, WHL1=0.832, CenterRegL1=0.248, HeatmapFocal=7.821 [Epoch 1][Batch 389], Speed: 147.028 samples/sec, LR=0.000375, WHL1=0.830, CenterRegL1=0.248, HeatmapFocal=7.791 [Epoch 1][Batch 399], Speed: 152.962 samples/sec, LR=0.000375, WHL1=0.828, CenterRegL1=0.248, HeatmapFocal=7.762 [Epoch 1][Batch 409], Speed: 155.031 samples/sec, LR=0.000375, WHL1=0.827, CenterRegL1=0.248, HeatmapFocal=7.734 [Epoch 1][Batch 419], Speed: 144.114 samples/sec, LR=0.000375, WHL1=0.825, CenterRegL1=0.248, HeatmapFocal=7.706 [Epoch 1][Batch 429], Speed: 138.479 samples/sec, LR=0.000375, WHL1=0.823, CenterRegL1=0.248, HeatmapFocal=7.678 [Epoch 1][Batch 439], Speed: 145.749 samples/sec, LR=0.000375, WHL1=0.822, CenterRegL1=0.248, HeatmapFocal=7.651 [Epoch 1][Batch 449], Speed: 154.121 samples/sec, LR=0.000375, WHL1=0.821, CenterRegL1=0.248, HeatmapFocal=7.623 [Epoch 1][Batch 459], Speed: 154.425 samples/sec, LR=0.000375, WHL1=0.820, CenterRegL1=0.248, HeatmapFocal=7.597 [Epoch 1][Batch 469], Speed: 142.640 samples/sec, LR=0.000375, WHL1=0.817, CenterRegL1=0.248, HeatmapFocal=7.570 [Epoch 1][Batch 479], Speed: 153.370 samples/sec, LR=0.000375, WHL1=0.815, CenterRegL1=0.248, HeatmapFocal=7.544 [Epoch 1][Batch 489], Speed: 148.770 samples/sec, LR=0.000375, WHL1=0.813, CenterRegL1=0.248, HeatmapFocal=7.518 [Epoch 1][Batch 499], Speed: 158.823 samples/sec, LR=0.000375, WHL1=0.810, CenterRegL1=0.248, HeatmapFocal=7.492 [Epoch 1][Batch 509], Speed: 158.828 samples/sec, LR=0.000375, WHL1=0.808, CenterRegL1=0.248, HeatmapFocal=7.466 [Epoch 1][Batch 519], Speed: 151.875 samples/sec, LR=0.000375, WHL1=0.806, CenterRegL1=0.248, HeatmapFocal=7.441 [Epoch 1][Batch 529], Speed: 151.050 samples/sec, LR=0.000375, WHL1=0.804, CenterRegL1=0.248, HeatmapFocal=7.416 [Epoch 1][Batch 539], Speed: 148.138 samples/sec, LR=0.000375, WHL1=0.801, CenterRegL1=0.248, HeatmapFocal=7.391 [Epoch 1][Batch 549], Speed: 135.185 samples/sec, LR=0.000375, WHL1=0.798, CenterRegL1=0.248, HeatmapFocal=7.367 [Epoch 1][Batch 559], Speed: 156.844 samples/sec, LR=0.000375, WHL1=0.796, CenterRegL1=0.248, HeatmapFocal=7.342 [Epoch 1][Batch 569], Speed: 153.091 samples/sec, LR=0.000375, WHL1=0.793, CenterRegL1=0.248, HeatmapFocal=7.318 [Epoch 1][Batch 579], Speed: 154.355 samples/sec, LR=0.000375, WHL1=0.791, CenterRegL1=0.248, HeatmapFocal=7.295 [Epoch 1][Batch 589], Speed: 146.785 samples/sec, LR=0.000375, WHL1=0.788, CenterRegL1=0.248, HeatmapFocal=7.271 [Epoch 1][Batch 599], Speed: 159.926 samples/sec, LR=0.000375, WHL1=0.786, CenterRegL1=0.248, HeatmapFocal=7.248 [Epoch 1][Batch 609], Speed: 153.030 samples/sec, LR=0.000375, WHL1=0.784, CenterRegL1=0.248, HeatmapFocal=7.225 [Epoch 1][Batch 619], Speed: 156.127 samples/sec, LR=0.000375, WHL1=0.782, CenterRegL1=0.248, HeatmapFocal=7.202 [Epoch 1][Batch 629], Speed: 134.764 samples/sec, LR=0.000375, WHL1=0.780, CenterRegL1=0.248, HeatmapFocal=7.180 [Epoch 1][Batch 639], Speed: 159.024 samples/sec, LR=0.000375, WHL1=0.777, CenterRegL1=0.248, HeatmapFocal=7.157 [Epoch 1][Batch 649], Speed: 149.896 samples/sec, LR=0.000375, WHL1=0.775, CenterRegL1=0.248, HeatmapFocal=7.135 [Epoch 1][Batch 659], Speed: 156.872 samples/sec, LR=0.000375, WHL1=0.773, CenterRegL1=0.248, HeatmapFocal=7.114 [Epoch 1][Batch 669], Speed: 145.116 samples/sec, LR=0.000375, WHL1=0.772, CenterRegL1=0.248, HeatmapFocal=7.092 [Epoch 1][Batch 679], Speed: 139.635 samples/sec, LR=0.000375, WHL1=0.770, CenterRegL1=0.248, HeatmapFocal=7.070 [Epoch 1][Batch 689], Speed: 160.713 samples/sec, LR=0.000375, WHL1=0.768, CenterRegL1=0.248, HeatmapFocal=7.049 [Epoch 1][Batch 699], Speed: 150.292 samples/sec, LR=0.000375, WHL1=0.766, CenterRegL1=0.248, HeatmapFocal=7.029 [Epoch 1][Batch 709], Speed: 156.676 samples/sec, LR=0.000375, WHL1=0.764, CenterRegL1=0.248, HeatmapFocal=7.008 [Epoch 1][Batch 719], Speed: 161.414 samples/sec, LR=0.000375, WHL1=0.763, CenterRegL1=0.248, HeatmapFocal=6.987 [Epoch 1][Batch 729], Speed: 142.578 samples/sec, LR=0.000375, WHL1=0.761, CenterRegL1=0.248, HeatmapFocal=6.967 [Epoch 1][Batch 739], Speed: 145.981 samples/sec, LR=0.000375, WHL1=0.759, CenterRegL1=0.248, HeatmapFocal=6.947 [Epoch 1][Batch 749], Speed: 144.318 samples/sec, LR=0.000375, WHL1=0.758, CenterRegL1=0.248, HeatmapFocal=6.927 [Epoch 1][Batch 759], Speed: 155.560 samples/sec, LR=0.000375, WHL1=0.757, CenterRegL1=0.248, HeatmapFocal=6.907 [Epoch 1][Batch 769], Speed: 154.169 samples/sec, LR=0.000375, WHL1=0.755, CenterRegL1=0.248, HeatmapFocal=6.888 [Epoch 1][Batch 779], Speed: 153.209 samples/sec, LR=0.000375, WHL1=0.753, CenterRegL1=0.248, HeatmapFocal=6.868 [Epoch 1][Batch 789], Speed: 132.346 samples/sec, LR=0.000375, WHL1=0.752, CenterRegL1=0.248, HeatmapFocal=6.849 [Epoch 1][Batch 799], Speed: 157.414 samples/sec, LR=0.000375, WHL1=0.750, CenterRegL1=0.248, HeatmapFocal=6.830 [Epoch 1][Batch 809], Speed: 157.500 samples/sec, LR=0.000375, WHL1=0.749, CenterRegL1=0.248, HeatmapFocal=6.811 [Epoch 1][Batch 819], Speed: 146.367 samples/sec, LR=0.000375, WHL1=0.747, CenterRegL1=0.248, HeatmapFocal=6.793 [Epoch 1][Batch 829], Speed: 152.925 samples/sec, LR=0.000375, WHL1=0.745, CenterRegL1=0.248, HeatmapFocal=6.774 [Epoch 1][Batch 839], Speed: 151.022 samples/sec, LR=0.000375, WHL1=0.744, CenterRegL1=0.248, HeatmapFocal=6.756 [Epoch 1][Batch 849], Speed: 143.498 samples/sec, LR=0.000375, WHL1=0.743, CenterRegL1=0.248, HeatmapFocal=6.738 [Epoch 1][Batch 859], Speed: 140.412 samples/sec, LR=0.000375, WHL1=0.741, CenterRegL1=0.248, HeatmapFocal=6.720 [Epoch 1][Batch 869], Speed: 152.027 samples/sec, LR=0.000375, WHL1=0.740, CenterRegL1=0.248, HeatmapFocal=6.702 [Epoch 1][Batch 879], Speed: 143.051 samples/sec, LR=0.000375, WHL1=0.738, CenterRegL1=0.248, HeatmapFocal=6.684 [Epoch 1][Batch 889], Speed: 148.574 samples/sec, LR=0.000375, WHL1=0.737, CenterRegL1=0.248, HeatmapFocal=6.666 [Epoch 1][Batch 899], Speed: 151.008 samples/sec, LR=0.000375, WHL1=0.735, CenterRegL1=0.248, HeatmapFocal=6.649 [Epoch 1][Batch 909], Speed: 154.539 samples/sec, LR=0.000375, WHL1=0.734, CenterRegL1=0.248, HeatmapFocal=6.631 [Epoch 1][Batch 919], Speed: 161.278 samples/sec, LR=0.000375, WHL1=0.732, CenterRegL1=0.247, HeatmapFocal=6.614 [Epoch 1][Batch 929], Speed: 145.730 samples/sec, LR=0.000375, WHL1=0.731, CenterRegL1=0.247, HeatmapFocal=6.597 [Epoch 1][Batch 939], Speed: 154.069 samples/sec, LR=0.000375, WHL1=0.730, CenterRegL1=0.247, HeatmapFocal=6.580 [Epoch 1][Batch 949], Speed: 144.539 samples/sec, LR=0.000375, WHL1=0.728, CenterRegL1=0.247, HeatmapFocal=6.563 [Epoch 1][Batch 959], Speed: 148.143 samples/sec, LR=0.000375, WHL1=0.727, CenterRegL1=0.247, HeatmapFocal=6.547 [Epoch 1][Batch 969], Speed: 162.621 samples/sec, LR=0.000375, WHL1=0.726, CenterRegL1=0.247, HeatmapFocal=6.530 [Epoch 1][Batch 979], Speed: 148.899 samples/sec, LR=0.000375, WHL1=0.725, CenterRegL1=0.247, HeatmapFocal=6.514 [Epoch 1][Batch 989], Speed: 140.062 samples/sec, LR=0.000375, WHL1=0.724, CenterRegL1=0.247, HeatmapFocal=6.498 [Epoch 1][Batch 999], Speed: 156.473 samples/sec, LR=0.000375, WHL1=0.723, CenterRegL1=0.247, HeatmapFocal=6.482 [Epoch 1][Batch 1009], Speed: 152.895 samples/sec, LR=0.000375, WHL1=0.722, CenterRegL1=0.247, HeatmapFocal=6.466 [Epoch 1][Batch 1019], Speed: 155.040 samples/sec, LR=0.000375, WHL1=0.721, CenterRegL1=0.247, HeatmapFocal=6.451 [Epoch 1][Batch 1029], Speed: 151.841 samples/sec, LR=0.000375, WHL1=0.719, CenterRegL1=0.247, HeatmapFocal=6.435 [Epoch 1][Batch 1039], Speed: 152.474 samples/sec, LR=0.000375, WHL1=0.718, CenterRegL1=0.247, HeatmapFocal=6.419 [Epoch 1][Batch 1049], Speed: 160.774 samples/sec, LR=0.000375, WHL1=0.717, CenterRegL1=0.247, HeatmapFocal=6.404 [Epoch 1][Batch 1059], Speed: 152.420 samples/sec, LR=0.000375, WHL1=0.716, CenterRegL1=0.247, HeatmapFocal=6.388 [Epoch 1][Batch 1069], Speed: 153.882 samples/sec, LR=0.000375, WHL1=0.715, CenterRegL1=0.247, HeatmapFocal=6.373 [Epoch 1][Batch 1079], Speed: 148.503 samples/sec, LR=0.000375, WHL1=0.714, CenterRegL1=0.247, HeatmapFocal=6.358 [Epoch 1][Batch 1089], Speed: 147.684 samples/sec, LR=0.000375, WHL1=0.713, CenterRegL1=0.247, HeatmapFocal=6.343 [Epoch 1][Batch 1099], Speed: 148.095 samples/sec, LR=0.000375, WHL1=0.712, CenterRegL1=0.247, HeatmapFocal=6.328 [Epoch 1][Batch 1109], Speed: 150.831 samples/sec, LR=0.000375, WHL1=0.710, CenterRegL1=0.247, HeatmapFocal=6.313 [Epoch 1][Batch 1119], Speed: 142.507 samples/sec, LR=0.000375, WHL1=0.709, CenterRegL1=0.247, HeatmapFocal=6.299 [Epoch 1][Batch 1129], Speed: 151.883 samples/sec, LR=0.000375, WHL1=0.708, CenterRegL1=0.247, HeatmapFocal=6.285 [Epoch 1][Batch 1139], Speed: 152.545 samples/sec, LR=0.000375, WHL1=0.707, CenterRegL1=0.247, HeatmapFocal=6.270 [Epoch 1][Batch 1149], Speed: 162.719 samples/sec, LR=0.000375, WHL1=0.707, CenterRegL1=0.247, HeatmapFocal=6.256 [Epoch 1][Batch 1159], Speed: 148.949 samples/sec, LR=0.000375, WHL1=0.706, CenterRegL1=0.247, HeatmapFocal=6.242 [Epoch 1][Batch 1169], Speed: 149.926 samples/sec, LR=0.000375, WHL1=0.705, CenterRegL1=0.247, HeatmapFocal=6.228 [Epoch 1][Batch 1179], Speed: 154.825 samples/sec, LR=0.000375, WHL1=0.703, CenterRegL1=0.247, HeatmapFocal=6.214 [Epoch 1][Batch 1189], Speed: 140.898 samples/sec, LR=0.000375, WHL1=0.702, CenterRegL1=0.247, HeatmapFocal=6.200 [Epoch 1][Batch 1199], Speed: 148.981 samples/sec, LR=0.000375, WHL1=0.702, CenterRegL1=0.247, HeatmapFocal=6.186 [Epoch 1][Batch 1209], Speed: 144.507 samples/sec, LR=0.000375, WHL1=0.701, CenterRegL1=0.247, HeatmapFocal=6.172 [Epoch 1][Batch 1219], Speed: 154.408 samples/sec, LR=0.000375, WHL1=0.700, CenterRegL1=0.247, HeatmapFocal=6.159 [Epoch 1] Training cost: 791.044, WHL1=0.699, CenterRegL1=0.247, HeatmapFocal=6.156 [Epoch 2][Batch 9], Speed: 140.960 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.246, HeatmapFocal=6.143 [Epoch 2][Batch 19], Speed: 140.269 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=6.129 [Epoch 2][Batch 29], Speed: 160.120 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.244, HeatmapFocal=6.116 [Epoch 2][Batch 39], Speed: 151.257 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.245, HeatmapFocal=6.103 [Epoch 2][Batch 49], Speed: 139.420 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.245, HeatmapFocal=6.090 [Epoch 2][Batch 59], Speed: 151.726 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=6.076 [Epoch 2][Batch 69], Speed: 138.652 samples/sec, LR=0.000375, WHL1=0.568, CenterRegL1=0.245, HeatmapFocal=6.063 [Epoch 2][Batch 79], Speed: 157.468 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.051 [Epoch 2][Batch 89], Speed: 157.089 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.038 [Epoch 2][Batch 99], Speed: 152.326 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=6.025 [Epoch 2][Batch 109], Speed: 141.584 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.013 [Epoch 2][Batch 119], Speed: 148.329 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=6.000 [Epoch 2][Batch 129], Speed: 156.617 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=5.988 [Epoch 2][Batch 139], Speed: 162.572 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=5.976 [Epoch 2][Batch 149], Speed: 142.933 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=5.964 [Epoch 2][Batch 159], Speed: 157.751 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=5.951 [Epoch 2][Batch 169], Speed: 141.359 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=5.940 [Epoch 2][Batch 179], Speed: 137.921 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=5.928 [Epoch 2][Batch 189], Speed: 148.879 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=5.916 [Epoch 2][Batch 199], Speed: 148.809 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=5.904 [Epoch 2][Batch 209], Speed: 163.393 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=5.892 [Epoch 2][Batch 219], Speed: 148.050 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=5.881 [Epoch 2][Batch 229], Speed: 153.250 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=5.869 [Epoch 2][Batch 239], Speed: 138.568 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=5.858 [Epoch 2][Batch 249], Speed: 149.763 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=5.846 [Epoch 2][Batch 259], Speed: 150.916 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=5.835 [Epoch 2][Batch 269], Speed: 152.969 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=5.823 [Epoch 2][Batch 279], Speed: 156.951 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=5.812 [Epoch 2][Batch 289], Speed: 156.819 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=5.801 [Epoch 2][Batch 299], Speed: 153.072 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=5.790 [Epoch 2][Batch 309], Speed: 141.397 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=5.779 [Epoch 2][Batch 319], Speed: 154.046 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=5.768 [Epoch 2][Batch 329], Speed: 160.716 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=5.757 [Epoch 2][Batch 339], Speed: 150.438 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=5.747 [Epoch 2][Batch 349], Speed: 150.451 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=5.736 [Epoch 2][Batch 359], Speed: 160.915 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=5.726 [Epoch 2][Batch 369], Speed: 149.169 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=5.715 [Epoch 2][Batch 379], Speed: 156.278 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=5.705 [Epoch 2][Batch 389], Speed: 152.693 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=5.694 [Epoch 2][Batch 399], Speed: 142.727 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=5.684 [Epoch 2][Batch 409], Speed: 145.390 samples/sec, LR=0.000375, WHL1=0.568, CenterRegL1=0.244, HeatmapFocal=5.673 [Epoch 2][Batch 419], Speed: 151.433 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=5.663 [Epoch 2][Batch 429], Speed: 144.697 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=5.653 [Epoch 2][Batch 439], Speed: 156.557 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.245, HeatmapFocal=5.643 [Epoch 2][Batch 449], Speed: 149.321 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.245, HeatmapFocal=5.633 [Epoch 2][Batch 459], Speed: 133.286 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.245, HeatmapFocal=5.623 [Epoch 2][Batch 469], Speed: 148.931 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.245, HeatmapFocal=5.613 [Epoch 2][Batch 479], Speed: 140.201 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.603 [Epoch 2][Batch 489], Speed: 155.883 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.245, HeatmapFocal=5.593 [Epoch 2][Batch 499], Speed: 151.888 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.245, HeatmapFocal=5.584 [Epoch 2][Batch 509], Speed: 160.105 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.574 [Epoch 2][Batch 519], Speed: 141.598 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.564 [Epoch 2][Batch 529], Speed: 146.177 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.554 [Epoch 2][Batch 539], Speed: 143.774 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.545 [Epoch 2][Batch 549], Speed: 142.509 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.536 [Epoch 2][Batch 559], Speed: 135.238 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.526 [Epoch 2][Batch 569], Speed: 135.992 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.517 [Epoch 2][Batch 579], Speed: 148.317 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.508 [Epoch 2][Batch 589], Speed: 143.696 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.498 [Epoch 2][Batch 599], Speed: 159.655 samples/sec, LR=0.000375, WHL1=0.565, CenterRegL1=0.245, HeatmapFocal=5.489 [Epoch 2][Batch 609], Speed: 149.368 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.245, HeatmapFocal=5.480 [Epoch 2][Batch 619], Speed: 138.517 samples/sec, LR=0.000375, WHL1=0.565, CenterRegL1=0.245, HeatmapFocal=5.471 [Epoch 2][Batch 629], Speed: 151.553 samples/sec, LR=0.000375, WHL1=0.565, CenterRegL1=0.245, HeatmapFocal=5.462 [Epoch 2][Batch 639], Speed: 154.729 samples/sec, LR=0.000375, WHL1=0.565, CenterRegL1=0.245, HeatmapFocal=5.453 [Epoch 2][Batch 649], Speed: 143.650 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.245, HeatmapFocal=5.444 [Epoch 2][Batch 659], Speed: 154.205 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.245, HeatmapFocal=5.435 [Epoch 2][Batch 669], Speed: 138.915 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.245, HeatmapFocal=5.426 [Epoch 2][Batch 679], Speed: 155.056 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.245, HeatmapFocal=5.417 [Epoch 2][Batch 689], Speed: 156.717 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.245, HeatmapFocal=5.409 [Epoch 2][Batch 699], Speed: 150.831 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.245, HeatmapFocal=5.400 [Epoch 2][Batch 709], Speed: 141.412 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.245, HeatmapFocal=5.391 [Epoch 2][Batch 719], Speed: 140.240 samples/sec, LR=0.000375, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.383 [Epoch 2][Batch 729], Speed: 137.562 samples/sec, LR=0.000375, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.374 [Epoch 2][Batch 739], Speed: 147.160 samples/sec, LR=0.000375, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.366 [Epoch 2][Batch 749], Speed: 154.277 samples/sec, LR=0.000375, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.357 [Epoch 2][Batch 759], Speed: 152.043 samples/sec, LR=0.000375, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.349 [Epoch 2][Batch 769], Speed: 147.015 samples/sec, LR=0.000375, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.341 [Epoch 2][Batch 779], Speed: 155.208 samples/sec, LR=0.000375, WHL1=0.563, CenterRegL1=0.245, HeatmapFocal=5.332 [Epoch 2][Batch 789], Speed: 146.518 samples/sec, LR=0.000375, WHL1=0.562, CenterRegL1=0.245, HeatmapFocal=5.324 [Epoch 2][Batch 799], Speed: 135.751 samples/sec, LR=0.000375, WHL1=0.562, CenterRegL1=0.245, HeatmapFocal=5.316 [Epoch 2][Batch 809], Speed: 156.112 samples/sec, LR=0.000375, WHL1=0.562, CenterRegL1=0.245, HeatmapFocal=5.307 [Epoch 2][Batch 819], Speed: 157.917 samples/sec, LR=0.000375, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.299 [Epoch 2][Batch 829], Speed: 148.221 samples/sec, LR=0.000375, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.291 [Epoch 2][Batch 839], Speed: 155.142 samples/sec, LR=0.000375, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.283 [Epoch 2][Batch 849], Speed: 144.985 samples/sec, LR=0.000375, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.275 [Epoch 2][Batch 859], Speed: 145.088 samples/sec, LR=0.000375, WHL1=0.561, CenterRegL1=0.245, HeatmapFocal=5.267 [Epoch 2][Batch 869], Speed: 155.454 samples/sec, LR=0.000375, WHL1=0.560, CenterRegL1=0.245, HeatmapFocal=5.259 [Epoch 2][Batch 879], Speed: 156.482 samples/sec, LR=0.000375, WHL1=0.560, CenterRegL1=0.245, HeatmapFocal=5.251 [Epoch 2][Batch 889], Speed: 150.542 samples/sec, LR=0.000375, WHL1=0.560, CenterRegL1=0.245, HeatmapFocal=5.243 [Epoch 2][Batch 899], Speed: 155.227 samples/sec, LR=0.000375, WHL1=0.560, CenterRegL1=0.245, HeatmapFocal=5.235 [Epoch 2][Batch 909], Speed: 156.378 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.227 [Epoch 2][Batch 919], Speed: 140.010 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.219 [Epoch 2][Batch 929], Speed: 161.315 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.212 [Epoch 2][Batch 939], Speed: 154.600 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.204 [Epoch 2][Batch 949], Speed: 157.471 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.196 [Epoch 2][Batch 959], Speed: 154.246 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.189 [Epoch 2][Batch 969], Speed: 146.792 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.181 [Epoch 2][Batch 979], Speed: 148.349 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.174 [Epoch 2][Batch 989], Speed: 155.797 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.245, HeatmapFocal=5.166 [Epoch 2][Batch 999], Speed: 146.844 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.245, HeatmapFocal=5.159 [Epoch 2][Batch 1009], Speed: 157.964 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.245, HeatmapFocal=5.151 [Epoch 2][Batch 1019], Speed: 148.072 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.245, HeatmapFocal=5.144 [Epoch 2][Batch 1029], Speed: 143.772 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.245, HeatmapFocal=5.137 [Epoch 2][Batch 1039], Speed: 151.860 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.245, HeatmapFocal=5.129 [Epoch 2][Batch 1049], Speed: 157.868 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.245, HeatmapFocal=5.122 [Epoch 2][Batch 1059], Speed: 144.478 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.244, HeatmapFocal=5.115 [Epoch 2][Batch 1069], Speed: 151.041 samples/sec, LR=0.000375, WHL1=0.557, CenterRegL1=0.244, HeatmapFocal=5.107 [Epoch 2][Batch 1079], Speed: 154.524 samples/sec, LR=0.000375, WHL1=0.557, CenterRegL1=0.244, HeatmapFocal=5.100 [Epoch 2][Batch 1089], Speed: 143.950 samples/sec, LR=0.000375, WHL1=0.557, CenterRegL1=0.244, HeatmapFocal=5.093 [Epoch 2][Batch 1099], Speed: 147.544 samples/sec, LR=0.000375, WHL1=0.557, CenterRegL1=0.244, HeatmapFocal=5.086 [Epoch 2][Batch 1109], Speed: 142.700 samples/sec, LR=0.000375, WHL1=0.557, CenterRegL1=0.244, HeatmapFocal=5.079 [Epoch 2][Batch 1119], Speed: 145.381 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.072 [Epoch 2][Batch 1129], Speed: 153.940 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.065 [Epoch 2][Batch 1139], Speed: 156.854 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.058 [Epoch 2][Batch 1149], Speed: 146.702 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.051 [Epoch 2][Batch 1159], Speed: 160.146 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.044 [Epoch 2][Batch 1169], Speed: 149.452 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.037 [Epoch 2][Batch 1179], Speed: 141.084 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.030 [Epoch 2][Batch 1189], Speed: 160.657 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.023 [Epoch 2][Batch 1199], Speed: 152.099 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.017 [Epoch 2][Batch 1209], Speed: 164.846 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.010 [Epoch 2][Batch 1219], Speed: 153.113 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.003 [Epoch 2] Training cost: 793.659, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.002 [Epoch 3][Batch 9], Speed: 131.832 samples/sec, LR=0.000375, WHL1=0.518, CenterRegL1=0.243, HeatmapFocal=4.996 [Epoch 3][Batch 19], Speed: 153.405 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=4.989 [Epoch 3][Batch 29], Speed: 133.104 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=4.982 [Epoch 3][Batch 39], Speed: 153.442 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=4.976 [Epoch 3][Batch 49], Speed: 155.844 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=4.969 [Epoch 3][Batch 59], Speed: 149.429 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=4.962 [Epoch 3][Batch 69], Speed: 144.766 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=4.956 [Epoch 3][Batch 79], Speed: 143.756 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=4.949 [Epoch 3][Batch 89], Speed: 146.035 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.943 [Epoch 3][Batch 99], Speed: 154.938 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.936 [Epoch 3][Batch 109], Speed: 164.000 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.930 [Epoch 3][Batch 119], Speed: 155.874 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.923 [Epoch 3][Batch 129], Speed: 143.110 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.917 [Epoch 3][Batch 139], Speed: 145.167 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.910 [Epoch 3][Batch 149], Speed: 150.902 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.904 [Epoch 3][Batch 159], Speed: 144.166 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=4.898 [Epoch 3][Batch 169], Speed: 165.260 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.892 [Epoch 3][Batch 179], Speed: 148.688 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.885 [Epoch 3][Batch 189], Speed: 144.555 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.879 [Epoch 3][Batch 199], Speed: 161.455 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.873 [Epoch 3][Batch 209], Speed: 154.611 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.867 [Epoch 3][Batch 219], Speed: 152.552 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.861 [Epoch 3][Batch 229], Speed: 160.164 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.854 [Epoch 3][Batch 239], Speed: 158.726 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.848 [Epoch 3][Batch 249], Speed: 150.379 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=4.842 [Epoch 3][Batch 259], Speed: 155.898 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.836 [Epoch 3][Batch 269], Speed: 152.117 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.830 [Epoch 3][Batch 279], Speed: 162.370 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.824 [Epoch 3][Batch 289], Speed: 161.428 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.818 [Epoch 3][Batch 299], Speed: 166.330 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.813 [Epoch 3][Batch 309], Speed: 151.455 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.807 [Epoch 3][Batch 319], Speed: 152.534 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=4.801 [Epoch 3][Batch 329], Speed: 141.778 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=4.795 [Epoch 3][Batch 339], Speed: 151.830 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.789 [Epoch 3][Batch 349], Speed: 163.714 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.783 [Epoch 3][Batch 359], Speed: 161.804 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.777 [Epoch 3][Batch 369], Speed: 155.083 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.772 [Epoch 3][Batch 379], Speed: 152.755 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.766 [Epoch 3][Batch 389], Speed: 152.372 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.760 [Epoch 3][Batch 399], Speed: 143.125 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.755 [Epoch 3][Batch 409], Speed: 161.166 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.749 [Epoch 3][Batch 419], Speed: 147.085 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.743 [Epoch 3][Batch 429], Speed: 144.718 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.738 [Epoch 3][Batch 439], Speed: 148.963 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.732 [Epoch 3][Batch 449], Speed: 149.373 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.727 [Epoch 3][Batch 459], Speed: 150.978 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.721 [Epoch 3][Batch 469], Speed: 154.419 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.716 [Epoch 3][Batch 479], Speed: 147.504 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.710 [Epoch 3][Batch 489], Speed: 147.903 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.705 [Epoch 3][Batch 499], Speed: 149.770 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.700 [Epoch 3][Batch 509], Speed: 143.214 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.694 [Epoch 3][Batch 519], Speed: 154.530 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.689 [Epoch 3][Batch 529], Speed: 154.965 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.683 [Epoch 3][Batch 539], Speed: 156.324 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.678 [Epoch 3][Batch 549], Speed: 139.525 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.673 [Epoch 3][Batch 559], Speed: 158.203 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.667 [Epoch 3][Batch 569], Speed: 148.680 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.662 [Epoch 3][Batch 579], Speed: 144.878 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.242, HeatmapFocal=4.657 [Epoch 3][Batch 589], Speed: 147.790 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.652 [Epoch 3][Batch 599], Speed: 155.348 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.646 [Epoch 3][Batch 609], Speed: 151.269 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.641 [Epoch 3][Batch 619], Speed: 152.688 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.636 [Epoch 3][Batch 629], Speed: 135.716 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.631 [Epoch 3][Batch 639], Speed: 152.784 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.626 [Epoch 3][Batch 649], Speed: 152.790 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.621 [Epoch 3][Batch 659], Speed: 146.590 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.616 [Epoch 3][Batch 669], Speed: 156.022 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.611 [Epoch 3][Batch 679], Speed: 159.786 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.606 [Epoch 3][Batch 689], Speed: 151.887 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.601 [Epoch 3][Batch 699], Speed: 154.638 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.596 [Epoch 3][Batch 709], Speed: 158.081 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.590 [Epoch 3][Batch 719], Speed: 144.474 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.585 [Epoch 3][Batch 729], Speed: 145.337 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.580 [Epoch 3][Batch 739], Speed: 159.019 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.575 [Epoch 3][Batch 749], Speed: 144.470 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.571 [Epoch 3][Batch 759], Speed: 147.877 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.566 [Epoch 3][Batch 769], Speed: 155.939 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.561 [Epoch 3][Batch 779], Speed: 158.074 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.556 [Epoch 3][Batch 789], Speed: 147.933 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.551 [Epoch 3][Batch 799], Speed: 158.765 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.546 [Epoch 3][Batch 809], Speed: 136.608 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.541 [Epoch 3][Batch 819], Speed: 141.564 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.537 [Epoch 3][Batch 829], Speed: 161.294 samples/sec, LR=0.000375, WHL1=0.521, CenterRegL1=0.242, HeatmapFocal=4.532 [Epoch 3][Batch 839], Speed: 160.320 samples/sec, LR=0.000375, WHL1=0.521, CenterRegL1=0.242, HeatmapFocal=4.527 [Epoch 3][Batch 849], Speed: 154.358 samples/sec, LR=0.000375, WHL1=0.521, CenterRegL1=0.242, HeatmapFocal=4.522 [Epoch 3][Batch 859], Speed: 141.375 samples/sec, LR=0.000375, WHL1=0.521, CenterRegL1=0.242, HeatmapFocal=4.518 [Epoch 3][Batch 869], Speed: 142.372 samples/sec, LR=0.000375, WHL1=0.521, CenterRegL1=0.242, HeatmapFocal=4.513 [Epoch 3][Batch 879], Speed: 153.745 samples/sec, LR=0.000375, WHL1=0.520, CenterRegL1=0.242, HeatmapFocal=4.508 [Epoch 3][Batch 889], Speed: 156.680 samples/sec, LR=0.000375, WHL1=0.520, CenterRegL1=0.242, HeatmapFocal=4.504 [Epoch 3][Batch 899], Speed: 156.797 samples/sec, LR=0.000375, WHL1=0.520, CenterRegL1=0.242, HeatmapFocal=4.499 [Epoch 3][Batch 909], Speed: 143.562 samples/sec, LR=0.000375, WHL1=0.520, CenterRegL1=0.242, HeatmapFocal=4.494 [Epoch 3][Batch 919], Speed: 144.673 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.490 [Epoch 3][Batch 929], Speed: 144.913 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.485 [Epoch 3][Batch 939], Speed: 156.082 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.481 [Epoch 3][Batch 949], Speed: 151.661 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.476 [Epoch 3][Batch 959], Speed: 139.832 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.472 [Epoch 3][Batch 969], Speed: 152.625 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.467 [Epoch 3][Batch 979], Speed: 161.259 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.463 [Epoch 3][Batch 989], Speed: 150.959 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.458 [Epoch 3][Batch 999], Speed: 154.115 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.453 [Epoch 3][Batch 1009], Speed: 154.064 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.449 [Epoch 3][Batch 1019], Speed: 149.493 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.444 [Epoch 3][Batch 1029], Speed: 138.834 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.440 [Epoch 3][Batch 1039], Speed: 157.656 samples/sec, LR=0.000375, WHL1=0.519, CenterRegL1=0.242, HeatmapFocal=4.436 [Epoch 3][Batch 1049], Speed: 159.657 samples/sec, LR=0.000375, WHL1=0.518, CenterRegL1=0.242, HeatmapFocal=4.431 [Epoch 3][Batch 1059], Speed: 162.324 samples/sec, LR=0.000375, WHL1=0.518, CenterRegL1=0.242, HeatmapFocal=4.427 [Epoch 3][Batch 1069], Speed: 159.760 samples/sec, LR=0.000375, WHL1=0.518, CenterRegL1=0.242, HeatmapFocal=4.422 [Epoch 3][Batch 1079], Speed: 157.715 samples/sec, LR=0.000375, WHL1=0.518, CenterRegL1=0.242, HeatmapFocal=4.418 [Epoch 3][Batch 1089], Speed: 141.459 samples/sec, LR=0.000375, WHL1=0.518, CenterRegL1=0.242, HeatmapFocal=4.414 [Epoch 3][Batch 1099], Speed: 160.710 samples/sec, LR=0.000375, WHL1=0.517, CenterRegL1=0.242, HeatmapFocal=4.409 [Epoch 3][Batch 1109], Speed: 158.176 samples/sec, LR=0.000375, WHL1=0.517, CenterRegL1=0.242, HeatmapFocal=4.405 [Epoch 3][Batch 1119], Speed: 150.002 samples/sec, LR=0.000375, WHL1=0.517, CenterRegL1=0.242, HeatmapFocal=4.401 [Epoch 3][Batch 1129], Speed: 142.311 samples/sec, LR=0.000375, WHL1=0.517, CenterRegL1=0.242, HeatmapFocal=4.397 [Epoch 3][Batch 1139], Speed: 145.216 samples/sec, LR=0.000375, WHL1=0.517, CenterRegL1=0.242, HeatmapFocal=4.392 [Epoch 3][Batch 1149], Speed: 161.986 samples/sec, LR=0.000375, WHL1=0.517, CenterRegL1=0.242, HeatmapFocal=4.388 [Epoch 3][Batch 1159], Speed: 156.741 samples/sec, LR=0.000375, WHL1=0.516, CenterRegL1=0.242, HeatmapFocal=4.384 [Epoch 3][Batch 1169], Speed: 154.412 samples/sec, LR=0.000375, WHL1=0.516, CenterRegL1=0.242, HeatmapFocal=4.379 [Epoch 3][Batch 1179], Speed: 152.965 samples/sec, LR=0.000375, WHL1=0.516, CenterRegL1=0.242, HeatmapFocal=4.375 [Epoch 3][Batch 1189], Speed: 159.692 samples/sec, LR=0.000375, WHL1=0.516, CenterRegL1=0.242, HeatmapFocal=4.371 [Epoch 3][Batch 1199], Speed: 147.459 samples/sec, LR=0.000375, WHL1=0.516, CenterRegL1=0.242, HeatmapFocal=4.367 [Epoch 3][Batch 1209], Speed: 160.473 samples/sec, LR=0.000375, WHL1=0.516, CenterRegL1=0.242, HeatmapFocal=4.363 [Epoch 3][Batch 1219], Speed: 151.642 samples/sec, LR=0.000375, WHL1=0.515, CenterRegL1=0.242, HeatmapFocal=4.359 [Epoch 3] Training cost: 795.251, WHL1=0.515, CenterRegL1=0.242, HeatmapFocal=4.358 [Epoch 4][Batch 9], Speed: 145.837 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.239, HeatmapFocal=4.353 [Epoch 4][Batch 19], Speed: 154.267 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.349 [Epoch 4][Batch 29], Speed: 158.203 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.242, HeatmapFocal=4.345 [Epoch 4][Batch 39], Speed: 154.113 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.242, HeatmapFocal=4.341 [Epoch 4][Batch 49], Speed: 160.026 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.242, HeatmapFocal=4.337 [Epoch 4][Batch 59], Speed: 136.262 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.333 [Epoch 4][Batch 69], Speed: 147.612 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.329 [Epoch 4][Batch 79], Speed: 147.520 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.241, HeatmapFocal=4.325 [Epoch 4][Batch 89], Speed: 155.712 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.242, HeatmapFocal=4.321 [Epoch 4][Batch 99], Speed: 156.123 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.242, HeatmapFocal=4.317 [Epoch 4][Batch 109], Speed: 156.098 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.241, HeatmapFocal=4.313 [Epoch 4][Batch 119], Speed: 151.362 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.241, HeatmapFocal=4.309 [Epoch 4][Batch 129], Speed: 142.066 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.305 [Epoch 4][Batch 139], Speed: 138.551 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.242, HeatmapFocal=4.301 [Epoch 4][Batch 149], Speed: 150.653 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.242, HeatmapFocal=4.297 [Epoch 4][Batch 159], Speed: 156.911 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.242, HeatmapFocal=4.293 [Epoch 4][Batch 169], Speed: 155.580 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.242, HeatmapFocal=4.289 [Epoch 4][Batch 179], Speed: 149.934 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.242, HeatmapFocal=4.285 [Epoch 4][Batch 189], Speed: 148.900 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.242, HeatmapFocal=4.281 [Epoch 4][Batch 199], Speed: 156.283 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.242, HeatmapFocal=4.277 [Epoch 4][Batch 209], Speed: 152.580 samples/sec, LR=0.000375, WHL1=0.493, CenterRegL1=0.242, HeatmapFocal=4.273 [Epoch 4][Batch 219], Speed: 147.113 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.242, HeatmapFocal=4.269 [Epoch 4][Batch 229], Speed: 158.456 samples/sec, LR=0.000375, WHL1=0.493, CenterRegL1=0.242, HeatmapFocal=4.265 [Epoch 4][Batch 239], Speed: 137.241 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.242, HeatmapFocal=4.261 [Epoch 4][Batch 249], Speed: 154.599 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.242, HeatmapFocal=4.257 [Epoch 4][Batch 259], Speed: 143.391 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.253 [Epoch 4][Batch 269], Speed: 147.579 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.242, HeatmapFocal=4.250 [Epoch 4][Batch 279], Speed: 152.704 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.246 [Epoch 4][Batch 289], Speed: 147.877 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.242 [Epoch 4][Batch 299], Speed: 155.972 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.238 [Epoch 4][Batch 309], Speed: 158.394 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.234 [Epoch 4][Batch 319], Speed: 146.042 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.231 [Epoch 4][Batch 329], Speed: 159.851 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.227 [Epoch 4][Batch 339], Speed: 149.036 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.223 [Epoch 4][Batch 349], Speed: 145.575 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.219 [Epoch 4][Batch 359], Speed: 158.703 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.216 [Epoch 4][Batch 369], Speed: 147.376 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.242, HeatmapFocal=4.212 [Epoch 4][Batch 379], Speed: 153.640 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.208 [Epoch 4][Batch 389], Speed: 153.239 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.204 [Epoch 4][Batch 399], Speed: 143.264 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.201 [Epoch 4][Batch 409], Speed: 158.620 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.197 [Epoch 4][Batch 419], Speed: 147.329 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.242, HeatmapFocal=4.194 [Epoch 4][Batch 429], Speed: 157.925 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.241, HeatmapFocal=4.190 [Epoch 4][Batch 439], Speed: 157.085 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.242, HeatmapFocal=4.186 [Epoch 4][Batch 449], Speed: 161.157 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.242, HeatmapFocal=4.183 [Epoch 4][Batch 459], Speed: 148.840 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.241, HeatmapFocal=4.179 [Epoch 4][Batch 469], Speed: 148.360 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.241, HeatmapFocal=4.176 [Epoch 4][Batch 479], Speed: 136.550 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.241, HeatmapFocal=4.172 [Epoch 4][Batch 489], Speed: 151.645 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.241, HeatmapFocal=4.169 [Epoch 4][Batch 499], Speed: 141.442 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.241, HeatmapFocal=4.165 [Epoch 4][Batch 509], Speed: 158.394 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.162 [Epoch 4][Batch 519], Speed: 150.219 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.158 [Epoch 4][Batch 529], Speed: 150.745 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.155 [Epoch 4][Batch 539], Speed: 139.968 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.151 [Epoch 4][Batch 549], Speed: 135.278 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.148 [Epoch 4][Batch 559], Speed: 151.031 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.144 [Epoch 4][Batch 569], Speed: 152.532 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.141 [Epoch 4][Batch 579], Speed: 152.609 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.137 [Epoch 4][Batch 589], Speed: 161.819 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.134 [Epoch 4][Batch 599], Speed: 154.743 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.130 [Epoch 4][Batch 609], Speed: 147.842 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.127 [Epoch 4][Batch 619], Speed: 155.267 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.123 [Epoch 4][Batch 629], Speed: 145.481 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.120 [Epoch 4][Batch 639], Speed: 154.203 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.117 [Epoch 4][Batch 649], Speed: 143.844 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.113 [Epoch 4][Batch 659], Speed: 147.353 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.110 [Epoch 4][Batch 669], Speed: 147.395 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.106 [Epoch 4][Batch 679], Speed: 156.387 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.103 [Epoch 4][Batch 689], Speed: 151.623 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.100 [Epoch 4][Batch 699], Speed: 157.142 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.097 [Epoch 4][Batch 709], Speed: 160.015 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.093 [Epoch 4][Batch 719], Speed: 143.088 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.090 [Epoch 4][Batch 729], Speed: 154.248 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.087 [Epoch 4][Batch 739], Speed: 141.730 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.083 [Epoch 4][Batch 749], Speed: 156.906 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.080 [Epoch 4][Batch 759], Speed: 157.710 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.077 [Epoch 4][Batch 769], Speed: 145.820 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.074 [Epoch 4][Batch 779], Speed: 151.639 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.070 [Epoch 4][Batch 789], Speed: 140.594 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.067 [Epoch 4][Batch 799], Speed: 157.274 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.064 [Epoch 4][Batch 809], Speed: 144.328 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.061 [Epoch 4][Batch 819], Speed: 160.168 samples/sec, LR=0.000375, WHL1=0.490, CenterRegL1=0.241, HeatmapFocal=4.057 [Epoch 4][Batch 829], Speed: 159.733 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.054 [Epoch 4][Batch 839], Speed: 156.721 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.051 [Epoch 4][Batch 849], Speed: 148.904 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.048 [Epoch 4][Batch 859], Speed: 156.018 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.045 [Epoch 4][Batch 869], Speed: 156.534 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.041 [Epoch 4][Batch 879], Speed: 143.783 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.038 [Epoch 4][Batch 889], Speed: 157.622 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.035 [Epoch 4][Batch 899], Speed: 154.452 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.032 [Epoch 4][Batch 909], Speed: 134.754 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.029 [Epoch 4][Batch 919], Speed: 157.345 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.026 [Epoch 4][Batch 929], Speed: 145.883 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.023 [Epoch 4][Batch 939], Speed: 155.616 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.020 [Epoch 4][Batch 949], Speed: 159.853 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.017 [Epoch 4][Batch 959], Speed: 153.751 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.014 [Epoch 4][Batch 969], Speed: 151.590 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.011 [Epoch 4][Batch 979], Speed: 144.746 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.008 [Epoch 4][Batch 989], Speed: 151.871 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=4.005 [Epoch 4][Batch 999], Speed: 153.697 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=4.002 [Epoch 4][Batch 1009], Speed: 153.173 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=3.999 [Epoch 4][Batch 1019], Speed: 158.455 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.996 [Epoch 4][Batch 1029], Speed: 143.778 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.993 [Epoch 4][Batch 1039], Speed: 144.599 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.990 [Epoch 4][Batch 1049], Speed: 151.210 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.987 [Epoch 4][Batch 1059], Speed: 144.157 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.984 [Epoch 4][Batch 1069], Speed: 154.234 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.981 [Epoch 4][Batch 1079], Speed: 159.728 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.978 [Epoch 4][Batch 1089], Speed: 137.087 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.975 [Epoch 4][Batch 1099], Speed: 157.252 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.972 [Epoch 4][Batch 1109], Speed: 150.903 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.969 [Epoch 4][Batch 1119], Speed: 146.606 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.966 [Epoch 4][Batch 1129], Speed: 149.505 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=3.963 [Epoch 4][Batch 1139], Speed: 154.480 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=3.960 [Epoch 4][Batch 1149], Speed: 141.450 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=3.957 [Epoch 4][Batch 1159], Speed: 149.836 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=3.954 [Epoch 4][Batch 1169], Speed: 148.697 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=3.952 [Epoch 4][Batch 1179], Speed: 152.932 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=3.949 [Epoch 4][Batch 1189], Speed: 147.168 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=3.946 [Epoch 4][Batch 1199], Speed: 151.373 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=3.943 [Epoch 4][Batch 1209], Speed: 162.546 samples/sec, LR=0.000375, WHL1=0.488, CenterRegL1=0.241, HeatmapFocal=3.940 [Epoch 4][Batch 1219], Speed: 150.287 samples/sec, LR=0.000375, WHL1=0.487, CenterRegL1=0.241, HeatmapFocal=3.937 [Epoch 4] Training cost: 794.357, WHL1=0.487, CenterRegL1=0.241, HeatmapFocal=3.937 [Epoch 5][Batch 9], Speed: 150.707 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.934 [Epoch 5][Batch 19], Speed: 143.634 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.931 [Epoch 5][Batch 29], Speed: 154.044 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.241, HeatmapFocal=3.928 [Epoch 5][Batch 39], Speed: 160.497 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.241, HeatmapFocal=3.925 [Epoch 5][Batch 49], Speed: 163.097 samples/sec, LR=0.000375, WHL1=0.468, CenterRegL1=0.241, HeatmapFocal=3.923 [Epoch 5][Batch 59], Speed: 150.269 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.241, HeatmapFocal=3.920 [Epoch 5][Batch 69], Speed: 136.836 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.917 [Epoch 5][Batch 79], Speed: 140.111 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.914 [Epoch 5][Batch 89], Speed: 151.088 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.911 [Epoch 5][Batch 99], Speed: 152.667 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.241, HeatmapFocal=3.908 [Epoch 5][Batch 109], Speed: 153.140 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.240, HeatmapFocal=3.905 [Epoch 5][Batch 119], Speed: 152.613 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.903 [Epoch 5][Batch 129], Speed: 156.799 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.900 [Epoch 5][Batch 139], Speed: 157.620 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.897 [Epoch 5][Batch 149], Speed: 139.317 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.240, HeatmapFocal=3.894 [Epoch 5][Batch 159], Speed: 157.725 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.891 [Epoch 5][Batch 169], Speed: 139.490 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.889 [Epoch 5][Batch 179], Speed: 159.360 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.886 [Epoch 5][Batch 189], Speed: 144.844 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.883 [Epoch 5][Batch 199], Speed: 155.841 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.241, HeatmapFocal=3.881 [Epoch 5][Batch 209], Speed: 145.811 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.878 [Epoch 5][Batch 219], Speed: 146.953 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.875 [Epoch 5][Batch 229], Speed: 161.100 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.872 [Epoch 5][Batch 239], Speed: 154.911 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.870 [Epoch 5][Batch 249], Speed: 153.150 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.867 [Epoch 5][Batch 259], Speed: 162.501 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.864 [Epoch 5][Batch 269], Speed: 147.829 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.862 [Epoch 5][Batch 279], Speed: 149.222 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.859 [Epoch 5][Batch 289], Speed: 156.938 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.856 [Epoch 5][Batch 299], Speed: 147.266 samples/sec, LR=0.000375, WHL1=0.468, CenterRegL1=0.240, HeatmapFocal=3.854 [Epoch 5][Batch 309], Speed: 156.150 samples/sec, LR=0.000375, WHL1=0.468, CenterRegL1=0.240, HeatmapFocal=3.851 [Epoch 5][Batch 319], Speed: 146.603 samples/sec, LR=0.000375, WHL1=0.468, CenterRegL1=0.240, HeatmapFocal=3.849 [Epoch 5][Batch 329], Speed: 153.427 samples/sec, LR=0.000375, WHL1=0.468, CenterRegL1=0.240, HeatmapFocal=3.846 [Epoch 5][Batch 339], Speed: 151.271 samples/sec, LR=0.000375, WHL1=0.468, CenterRegL1=0.240, HeatmapFocal=3.843 [Epoch 5][Batch 349], Speed: 158.713 samples/sec, LR=0.000375, WHL1=0.468, CenterRegL1=0.240, HeatmapFocal=3.841 [Epoch 5][Batch 359], Speed: 148.449 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.838 [Epoch 5][Batch 369], Speed: 149.873 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.836 [Epoch 5][Batch 379], Speed: 155.918 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.833 [Epoch 5][Batch 389], Speed: 144.928 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.830 [Epoch 5][Batch 399], Speed: 155.475 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.828 [Epoch 5][Batch 409], Speed: 151.904 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.825 [Epoch 5][Batch 419], Speed: 148.957 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.823 [Epoch 5][Batch 429], Speed: 149.394 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.820 [Epoch 5][Batch 439], Speed: 141.308 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.818 [Epoch 5][Batch 449], Speed: 148.849 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.240, HeatmapFocal=3.815 [Epoch 5][Batch 459], Speed: 153.058 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.813 [Epoch 5][Batch 469], Speed: 158.848 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.810 [Epoch 5][Batch 479], Speed: 160.704 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.808 [Epoch 5][Batch 489], Speed: 142.074 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.805 [Epoch 5][Batch 499], Speed: 150.858 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.803 [Epoch 5][Batch 509], Speed: 131.755 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.800 [Epoch 5][Batch 519], Speed: 145.659 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.798 [Epoch 5][Batch 529], Speed: 158.595 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.795 [Epoch 5][Batch 539], Speed: 148.161 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.793 [Epoch 5][Batch 549], Speed: 154.435 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.790 [Epoch 5][Batch 559], Speed: 153.082 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.788 [Epoch 5][Batch 569], Speed: 151.450 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.785 [Epoch 5][Batch 579], Speed: 159.140 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.783 [Epoch 5][Batch 589], Speed: 158.012 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.780 [Epoch 5][Batch 599], Speed: 152.571 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.778 [Epoch 5][Batch 609], Speed: 150.257 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.776 [Epoch 5][Batch 619], Speed: 150.569 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.773 [Epoch 5][Batch 629], Speed: 143.652 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.771 [Epoch 5][Batch 639], Speed: 157.708 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.768 [Epoch 5][Batch 649], Speed: 158.425 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.766 [Epoch 5][Batch 659], Speed: 155.184 samples/sec, LR=0.000375, WHL1=0.466, CenterRegL1=0.240, HeatmapFocal=3.763 [Epoch 5][Batch 669], Speed: 151.281 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.761 [Epoch 5][Batch 679], Speed: 150.267 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.759 [Epoch 5][Batch 689], Speed: 149.289 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.756 [Epoch 5][Batch 699], Speed: 147.817 samples/sec, LR=0.000375, WHL1=0.465, CenterRegL1=0.240, HeatmapFocal=3.754 [Epoch 5][Batch 709], Speed: 158.338 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.752 [Epoch 5][Batch 719], Speed: 156.331 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.749 [Epoch 5][Batch 729], Speed: 146.618 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.747 [Epoch 5][Batch 739], Speed: 154.217 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.744 [Epoch 5][Batch 749], Speed: 154.681 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.742 [Epoch 5][Batch 759], Speed: 159.603 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.740 [Epoch 5][Batch 769], Speed: 157.215 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.737 [Epoch 5][Batch 779], Speed: 161.026 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.735 [Epoch 5][Batch 789], Speed: 148.837 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.733 [Epoch 5][Batch 799], Speed: 152.278 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.730 [Epoch 5][Batch 809], Speed: 140.671 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.728 [Epoch 5][Batch 819], Speed: 152.463 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.726 [Epoch 5][Batch 829], Speed: 156.384 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.724 [Epoch 5][Batch 839], Speed: 148.890 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.721 [Epoch 5][Batch 849], Speed: 152.191 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.719 [Epoch 5][Batch 859], Speed: 153.362 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.717 [Epoch 5][Batch 869], Speed: 149.549 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.715 [Epoch 5][Batch 879], Speed: 148.745 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.712 [Epoch 5][Batch 889], Speed: 156.620 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.710 [Epoch 5][Batch 899], Speed: 151.679 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.708 [Epoch 5][Batch 909], Speed: 138.245 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.706 [Epoch 5][Batch 919], Speed: 150.414 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.703 [Epoch 5][Batch 929], Speed: 151.706 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.701 [Epoch 5][Batch 939], Speed: 160.180 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.699 [Epoch 5][Batch 949], Speed: 153.222 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.697 [Epoch 5][Batch 959], Speed: 145.713 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.695 [Epoch 5][Batch 969], Speed: 150.669 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.692 [Epoch 5][Batch 979], Speed: 151.015 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.690 [Epoch 5][Batch 989], Speed: 133.402 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.688 [Epoch 5][Batch 999], Speed: 162.789 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.686 [Epoch 5][Batch 1009], Speed: 155.614 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.684 [Epoch 5][Batch 1019], Speed: 144.558 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.682 [Epoch 5][Batch 1029], Speed: 152.832 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.679 [Epoch 5][Batch 1039], Speed: 157.556 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.677 [Epoch 5][Batch 1049], Speed: 151.258 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.675 [Epoch 5][Batch 1059], Speed: 145.009 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.673 [Epoch 5][Batch 1069], Speed: 156.958 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.671 [Epoch 5][Batch 1079], Speed: 156.404 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.669 [Epoch 5][Batch 1089], Speed: 147.534 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=3.666 [Epoch 5][Batch 1099], Speed: 159.064 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.664 [Epoch 5][Batch 1109], Speed: 151.065 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.662 [Epoch 5][Batch 1119], Speed: 160.495 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.660 [Epoch 5][Batch 1129], Speed: 152.665 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.658 [Epoch 5][Batch 1139], Speed: 147.875 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.656 [Epoch 5][Batch 1149], Speed: 144.495 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.654 [Epoch 5][Batch 1159], Speed: 145.814 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.652 [Epoch 5][Batch 1169], Speed: 144.105 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.650 [Epoch 5][Batch 1179], Speed: 164.515 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.647 [Epoch 5][Batch 1189], Speed: 147.236 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.645 [Epoch 5][Batch 1199], Speed: 142.760 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.643 [Epoch 5][Batch 1209], Speed: 158.522 samples/sec, LR=0.000375, WHL1=0.463, CenterRegL1=0.240, HeatmapFocal=3.641 [Epoch 5][Batch 1219], Speed: 166.911 samples/sec, LR=0.000375, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.639 [Epoch 5] Training cost: 794.226, WHL1=0.462, CenterRegL1=0.240, HeatmapFocal=3.638 [Epoch 6][Batch 9], Speed: 141.215 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.239, HeatmapFocal=3.636 [Epoch 6][Batch 19], Speed: 151.493 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.238, HeatmapFocal=3.634 [Epoch 6][Batch 29], Speed: 143.016 samples/sec, LR=0.000375, WHL1=0.436, CenterRegL1=0.238, HeatmapFocal=3.632 [Epoch 6][Batch 39], Speed: 155.294 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.630 [Epoch 6][Batch 49], Speed: 149.146 samples/sec, LR=0.000375, WHL1=0.435, CenterRegL1=0.239, HeatmapFocal=3.628 [Epoch 6][Batch 59], Speed: 152.667 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.626 [Epoch 6][Batch 69], Speed: 139.159 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.239, HeatmapFocal=3.624 [Epoch 6][Batch 79], Speed: 156.796 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.622 [Epoch 6][Batch 89], Speed: 160.546 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.620 [Epoch 6][Batch 99], Speed: 157.874 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.617 [Epoch 6][Batch 109], Speed: 156.602 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.615 [Epoch 6][Batch 119], Speed: 154.732 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.239, HeatmapFocal=3.613 [Epoch 6][Batch 129], Speed: 146.345 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.611 [Epoch 6][Batch 139], Speed: 152.928 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.609 [Epoch 6][Batch 149], Speed: 147.580 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.607 [Epoch 6][Batch 159], Speed: 145.563 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.605 [Epoch 6][Batch 169], Speed: 146.780 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.603 [Epoch 6][Batch 179], Speed: 151.800 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.601 [Epoch 6][Batch 189], Speed: 158.966 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.599 [Epoch 6][Batch 199], Speed: 154.415 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.597 [Epoch 6][Batch 209], Speed: 131.830 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.595 [Epoch 6][Batch 219], Speed: 155.905 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.593 [Epoch 6][Batch 229], Speed: 159.734 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.591 [Epoch 6][Batch 239], Speed: 149.288 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.589 [Epoch 6][Batch 249], Speed: 142.905 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.587 [Epoch 6][Batch 259], Speed: 151.971 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.585 [Epoch 6][Batch 269], Speed: 144.925 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.583 [Epoch 6][Batch 279], Speed: 156.772 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.581 [Epoch 6][Batch 289], Speed: 157.993 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.579 [Epoch 6][Batch 299], Speed: 145.983 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.577 [Epoch 6][Batch 309], Speed: 154.810 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.575 [Epoch 6][Batch 319], Speed: 160.257 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.573 [Epoch 6][Batch 329], Speed: 147.036 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.571 [Epoch 6][Batch 339], Speed: 163.405 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.569 [Epoch 6][Batch 349], Speed: 137.457 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.567 [Epoch 6][Batch 359], Speed: 161.703 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.566 [Epoch 6][Batch 369], Speed: 149.225 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.564 [Epoch 6][Batch 379], Speed: 155.065 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.562 [Epoch 6][Batch 389], Speed: 148.810 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.560 [Epoch 6][Batch 399], Speed: 160.846 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.558 [Epoch 6][Batch 409], Speed: 146.046 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.556 [Epoch 6][Batch 419], Speed: 157.611 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.554 [Epoch 6][Batch 429], Speed: 142.973 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.552 [Epoch 6][Batch 439], Speed: 151.824 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.550 [Epoch 6][Batch 449], Speed: 149.707 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.548 [Epoch 6][Batch 459], Speed: 160.062 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.547 [Epoch 6][Batch 469], Speed: 153.229 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.545 [Epoch 6][Batch 479], Speed: 161.238 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.543 [Epoch 6][Batch 489], Speed: 135.801 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.541 [Epoch 6][Batch 499], Speed: 153.564 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.539 [Epoch 6][Batch 509], Speed: 155.695 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.537 [Epoch 6][Batch 519], Speed: 154.444 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.535 [Epoch 6][Batch 529], Speed: 142.960 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.533 [Epoch 6][Batch 539], Speed: 146.638 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.532 [Epoch 6][Batch 549], Speed: 147.434 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.530 [Epoch 6][Batch 559], Speed: 158.558 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.528 [Epoch 6][Batch 569], Speed: 151.862 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.526 [Epoch 6][Batch 579], Speed: 146.883 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.524 [Epoch 6][Batch 589], Speed: 152.230 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.522 [Epoch 6][Batch 599], Speed: 145.964 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.521 [Epoch 6][Batch 609], Speed: 145.750 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.519 [Epoch 6][Batch 619], Speed: 157.121 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.517 [Epoch 6][Batch 629], Speed: 151.599 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.515 [Epoch 6][Batch 639], Speed: 158.957 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.513 [Epoch 6][Batch 649], Speed: 143.534 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.512 [Epoch 6][Batch 659], Speed: 158.369 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.239, HeatmapFocal=3.510 [Epoch 6][Batch 669], Speed: 133.036 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.239, HeatmapFocal=3.508 [Epoch 6][Batch 679], Speed: 160.541 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.239, HeatmapFocal=3.506 [Epoch 6][Batch 689], Speed: 140.083 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.239, HeatmapFocal=3.504 [Epoch 6][Batch 699], Speed: 158.811 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.239, HeatmapFocal=3.503 [Epoch 6][Batch 709], Speed: 159.755 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.239, HeatmapFocal=3.501 [Epoch 6][Batch 719], Speed: 149.074 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.499 [Epoch 6][Batch 729], Speed: 150.292 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.497 [Epoch 6][Batch 739], Speed: 152.576 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.495 [Epoch 6][Batch 749], Speed: 142.559 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.494 [Epoch 6][Batch 759], Speed: 156.193 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.492 [Epoch 6][Batch 769], Speed: 144.894 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.490 [Epoch 6][Batch 779], Speed: 157.386 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.488 [Epoch 6][Batch 789], Speed: 145.756 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.487 [Epoch 6][Batch 799], Speed: 163.077 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.485 [Epoch 6][Batch 809], Speed: 142.714 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.483 [Epoch 6][Batch 819], Speed: 143.765 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.481 [Epoch 6][Batch 829], Speed: 146.461 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.480 [Epoch 6][Batch 839], Speed: 157.909 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.478 [Epoch 6][Batch 849], Speed: 146.582 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.476 [Epoch 6][Batch 859], Speed: 156.272 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.474 [Epoch 6][Batch 869], Speed: 152.945 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.473 [Epoch 6][Batch 879], Speed: 155.037 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.471 [Epoch 6][Batch 889], Speed: 155.941 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.469 [Epoch 6][Batch 899], Speed: 151.171 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.467 [Epoch 6][Batch 909], Speed: 134.098 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.466 [Epoch 6][Batch 919], Speed: 155.868 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.464 [Epoch 6][Batch 929], Speed: 147.482 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.462 [Epoch 6][Batch 939], Speed: 160.550 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.461 [Epoch 6][Batch 949], Speed: 151.171 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.459 [Epoch 6][Batch 959], Speed: 159.404 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.457 [Epoch 6][Batch 969], Speed: 150.813 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.456 [Epoch 6][Batch 979], Speed: 154.666 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.454 [Epoch 6][Batch 989], Speed: 159.239 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.452 [Epoch 6][Batch 999], Speed: 157.761 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.450 [Epoch 6][Batch 1009], Speed: 152.886 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.449 [Epoch 6][Batch 1019], Speed: 144.491 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.447 [Epoch 6][Batch 1029], Speed: 138.896 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.445 [Epoch 6][Batch 1039], Speed: 146.423 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.444 [Epoch 6][Batch 1049], Speed: 143.990 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.442 [Epoch 6][Batch 1059], Speed: 154.308 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.440 [Epoch 6][Batch 1069], Speed: 155.363 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.439 [Epoch 6][Batch 1079], Speed: 158.548 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.437 [Epoch 6][Batch 1089], Speed: 140.274 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.435 [Epoch 6][Batch 1099], Speed: 145.849 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.434 [Epoch 6][Batch 1109], Speed: 148.451 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.432 [Epoch 6][Batch 1119], Speed: 151.538 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.430 [Epoch 6][Batch 1129], Speed: 162.119 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.429 [Epoch 6][Batch 1139], Speed: 146.568 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.427 [Epoch 6][Batch 1149], Speed: 167.216 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.425 [Epoch 6][Batch 1159], Speed: 154.288 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.424 [Epoch 6][Batch 1169], Speed: 150.135 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.422 [Epoch 6][Batch 1179], Speed: 160.908 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.420 [Epoch 6][Batch 1189], Speed: 146.708 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.419 [Epoch 6][Batch 1199], Speed: 162.445 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.417 [Epoch 6][Batch 1209], Speed: 155.158 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.416 [Epoch 6][Batch 1219], Speed: 148.152 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.414 [Epoch 6] Training cost: 793.119, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.414 [Epoch 7][Batch 9], Speed: 140.399 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.239, HeatmapFocal=3.412 [Epoch 7][Batch 19], Speed: 144.343 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.238, HeatmapFocal=3.411 [Epoch 7][Batch 29], Speed: 144.117 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.237, HeatmapFocal=3.409 [Epoch 7][Batch 39], Speed: 145.999 samples/sec, LR=0.000375, WHL1=0.435, CenterRegL1=0.238, HeatmapFocal=3.407 [Epoch 7][Batch 49], Speed: 155.752 samples/sec, LR=0.000375, WHL1=0.435, CenterRegL1=0.238, HeatmapFocal=3.406 [Epoch 7][Batch 59], Speed: 156.406 samples/sec, LR=0.000375, WHL1=0.435, CenterRegL1=0.238, HeatmapFocal=3.404 [Epoch 7][Batch 69], Speed: 147.444 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.403 [Epoch 7][Batch 79], Speed: 156.636 samples/sec, LR=0.000375, WHL1=0.434, CenterRegL1=0.238, HeatmapFocal=3.401 [Epoch 7][Batch 89], Speed: 148.032 samples/sec, LR=0.000375, WHL1=0.433, CenterRegL1=0.238, HeatmapFocal=3.399 [Epoch 7][Batch 99], Speed: 148.616 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.238, HeatmapFocal=3.398 [Epoch 7][Batch 109], Speed: 136.664 samples/sec, LR=0.000375, WHL1=0.432, CenterRegL1=0.238, HeatmapFocal=3.396 [Epoch 7][Batch 119], Speed: 150.028 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.238, HeatmapFocal=3.395 [Epoch 7][Batch 129], Speed: 161.924 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.238, HeatmapFocal=3.393 [Epoch 7][Batch 139], Speed: 157.254 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.238, HeatmapFocal=3.391 [Epoch 7][Batch 149], Speed: 154.020 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.390 [Epoch 7][Batch 159], Speed: 140.729 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.238, HeatmapFocal=3.388 [Epoch 7][Batch 169], Speed: 159.940 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.238, HeatmapFocal=3.387 [Epoch 7][Batch 179], Speed: 145.880 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.238, HeatmapFocal=3.385 [Epoch 7][Batch 189], Speed: 159.005 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.238, HeatmapFocal=3.384 [Epoch 7][Batch 199], Speed: 149.566 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.238, HeatmapFocal=3.382 [Epoch 7][Batch 209], Speed: 153.148 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.238, HeatmapFocal=3.380 [Epoch 7][Batch 219], Speed: 150.990 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.379 [Epoch 7][Batch 229], Speed: 152.184 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.377 [Epoch 7][Batch 239], Speed: 149.342 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.376 [Epoch 7][Batch 249], Speed: 143.199 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.374 [Epoch 7][Batch 259], Speed: 155.574 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.238, HeatmapFocal=3.373 [Epoch 7][Batch 269], Speed: 158.718 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.238, HeatmapFocal=3.371 [Epoch 7][Batch 279], Speed: 136.731 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.238, HeatmapFocal=3.370 [Epoch 7][Batch 289], Speed: 158.517 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.368 [Epoch 7][Batch 299], Speed: 146.335 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.367 [Epoch 7][Batch 309], Speed: 144.553 samples/sec, LR=0.000375, WHL1=0.430, CenterRegL1=0.238, HeatmapFocal=3.365 [Epoch 7][Batch 319], Speed: 157.954 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.239, HeatmapFocal=3.364 [Epoch 7][Batch 329], Speed: 160.633 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.362 [Epoch 7][Batch 339], Speed: 141.856 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.361 [Epoch 7][Batch 349], Speed: 138.987 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.359 [Epoch 7][Batch 359], Speed: 153.438 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.358 [Epoch 7][Batch 369], Speed: 149.747 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.356 [Epoch 7][Batch 379], Speed: 151.018 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.355 [Epoch 7][Batch 389], Speed: 153.131 samples/sec, LR=0.000375, WHL1=0.429, CenterRegL1=0.238, HeatmapFocal=3.353 [Epoch 7][Batch 399], Speed: 158.832 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.238, HeatmapFocal=3.352 [Epoch 7][Batch 409], Speed: 153.627 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.238, HeatmapFocal=3.350 [Epoch 7][Batch 419], Speed: 158.334 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.238, HeatmapFocal=3.348 [Epoch 7][Batch 429], Speed: 148.390 samples/sec, LR=0.000375, WHL1=0.428, CenterRegL1=0.238, HeatmapFocal=3.347 [Epoch 7][Batch 439], Speed: 152.672 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.345 [Epoch 7][Batch 449], Speed: 151.000 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.344 [Epoch 7][Batch 459], Speed: 137.369 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.342 [Epoch 7][Batch 469], Speed: 148.590 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.341 [Epoch 7][Batch 479], Speed: 149.231 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.339 [Epoch 7][Batch 489], Speed: 160.799 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.338 [Epoch 7][Batch 499], Speed: 148.530 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.337 [Epoch 7][Batch 509], Speed: 164.976 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.335 [Epoch 7][Batch 519], Speed: 145.633 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.334 [Epoch 7][Batch 529], Speed: 150.250 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.332 [Epoch 7][Batch 539], Speed: 149.758 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.331 [Epoch 7][Batch 549], Speed: 139.920 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.329 [Epoch 7][Batch 559], Speed: 150.241 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.328 [Epoch 7][Batch 569], Speed: 159.097 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.326 [Epoch 7][Batch 579], Speed: 153.997 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.325 [Epoch 7][Batch 589], Speed: 156.441 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.323 [Epoch 7][Batch 599], Speed: 157.078 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.322 [Epoch 7][Batch 609], Speed: 144.211 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.321 [Epoch 7][Batch 619], Speed: 155.762 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.319 [Epoch 7][Batch 629], Speed: 154.456 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.318 [Epoch 7][Batch 639], Speed: 140.797 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.316 [Epoch 7][Batch 649], Speed: 137.116 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.315 [Epoch 7][Batch 659], Speed: 157.698 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.313 [Epoch 7][Batch 669], Speed: 155.597 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.312 [Epoch 7][Batch 679], Speed: 156.893 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.311 [Epoch 7][Batch 689], Speed: 148.733 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.309 [Epoch 7][Batch 699], Speed: 155.087 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.308 [Epoch 7][Batch 709], Speed: 156.699 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.306 [Epoch 7][Batch 719], Speed: 158.852 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.305 [Epoch 7][Batch 729], Speed: 150.189 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.304 [Epoch 7][Batch 739], Speed: 147.282 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.302 [Epoch 7][Batch 749], Speed: 147.467 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.301 [Epoch 7][Batch 759], Speed: 148.810 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.300 [Epoch 7][Batch 769], Speed: 160.664 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.298 [Epoch 7][Batch 779], Speed: 148.357 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.297 [Epoch 7][Batch 789], Speed: 140.171 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.295 [Epoch 7][Batch 799], Speed: 151.469 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.294 [Epoch 7][Batch 809], Speed: 136.989 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.293 [Epoch 7][Batch 819], Speed: 150.481 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.291 [Epoch 7][Batch 829], Speed: 157.752 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.290 [Epoch 7][Batch 839], Speed: 148.967 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.289 [Epoch 7][Batch 849], Speed: 130.562 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.287 [Epoch 7][Batch 859], Speed: 144.752 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.286 [Epoch 7][Batch 869], Speed: 157.216 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.284 [Epoch 7][Batch 879], Speed: 150.765 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.283 [Epoch 7][Batch 889], Speed: 155.404 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.282 [Epoch 7][Batch 899], Speed: 143.475 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.281 [Epoch 7][Batch 909], Speed: 154.879 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.279 [Epoch 7][Batch 919], Speed: 151.694 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.278 [Epoch 7][Batch 929], Speed: 147.820 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.276 [Epoch 7][Batch 939], Speed: 153.935 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.275 [Epoch 7][Batch 949], Speed: 159.218 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.274 [Epoch 7][Batch 959], Speed: 157.597 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.273 [Epoch 7][Batch 969], Speed: 152.335 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.271 [Epoch 7][Batch 979], Speed: 154.545 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.270 [Epoch 7][Batch 989], Speed: 144.794 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.268 [Epoch 7][Batch 999], Speed: 155.603 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.267 [Epoch 7][Batch 1009], Speed: 161.893 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.266 [Epoch 7][Batch 1019], Speed: 145.400 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.264 [Epoch 7][Batch 1029], Speed: 147.977 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.263 [Epoch 7][Batch 1039], Speed: 133.551 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.262 [Epoch 7][Batch 1049], Speed: 148.722 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.260 [Epoch 7][Batch 1059], Speed: 154.847 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.259 [Epoch 7][Batch 1069], Speed: 162.993 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.258 [Epoch 7][Batch 1079], Speed: 161.870 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.257 [Epoch 7][Batch 1089], Speed: 140.020 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.255 [Epoch 7][Batch 1099], Speed: 153.082 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.254 [Epoch 7][Batch 1109], Speed: 153.270 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.253 [Epoch 7][Batch 1119], Speed: 152.909 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.251 [Epoch 7][Batch 1129], Speed: 153.590 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.250 [Epoch 7][Batch 1139], Speed: 150.262 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.249 [Epoch 7][Batch 1149], Speed: 161.926 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.247 [Epoch 7][Batch 1159], Speed: 150.888 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.246 [Epoch 7][Batch 1169], Speed: 147.096 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.245 [Epoch 7][Batch 1179], Speed: 163.396 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.244 [Epoch 7][Batch 1189], Speed: 162.979 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.242 [Epoch 7][Batch 1199], Speed: 146.730 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.241 [Epoch 7][Batch 1209], Speed: 139.679 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.240 [Epoch 7][Batch 1219], Speed: 134.855 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.239 [Epoch 7] Training cost: 794.351, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.238 [Epoch 8][Batch 9], Speed: 136.290 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.237 [Epoch 8][Batch 19], Speed: 151.147 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.239, HeatmapFocal=3.236 [Epoch 8][Batch 29], Speed: 146.019 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.234 [Epoch 8][Batch 39], Speed: 140.205 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.237, HeatmapFocal=3.233 [Epoch 8][Batch 49], Speed: 144.327 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.232 [Epoch 8][Batch 59], Speed: 157.886 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.231 [Epoch 8][Batch 69], Speed: 141.657 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.237, HeatmapFocal=3.229 [Epoch 8][Batch 79], Speed: 155.417 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.237, HeatmapFocal=3.228 [Epoch 8][Batch 89], Speed: 158.896 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.237, HeatmapFocal=3.227 [Epoch 8][Batch 99], Speed: 147.351 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.237, HeatmapFocal=3.225 [Epoch 8][Batch 109], Speed: 150.706 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.237, HeatmapFocal=3.224 [Epoch 8][Batch 119], Speed: 160.074 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.237, HeatmapFocal=3.223 [Epoch 8][Batch 129], Speed: 147.526 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.237, HeatmapFocal=3.222 [Epoch 8][Batch 139], Speed: 155.425 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.237, HeatmapFocal=3.220 [Epoch 8][Batch 149], Speed: 153.828 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.237, HeatmapFocal=3.219 [Epoch 8][Batch 159], Speed: 156.396 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.237, HeatmapFocal=3.218 [Epoch 8][Batch 169], Speed: 142.232 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.237, HeatmapFocal=3.216 [Epoch 8][Batch 179], Speed: 167.452 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.237, HeatmapFocal=3.215 [Epoch 8][Batch 189], Speed: 141.102 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.237, HeatmapFocal=3.214 [Epoch 8][Batch 199], Speed: 149.058 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.237, HeatmapFocal=3.213 [Epoch 8][Batch 209], Speed: 157.544 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.237, HeatmapFocal=3.211 [Epoch 8][Batch 219], Speed: 150.924 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.237, HeatmapFocal=3.210 [Epoch 8][Batch 229], Speed: 159.310 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.209 [Epoch 8][Batch 239], Speed: 167.031 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.208 [Epoch 8][Batch 249], Speed: 150.753 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.206 [Epoch 8][Batch 259], Speed: 141.217 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.205 [Epoch 8][Batch 269], Speed: 155.606 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.204 [Epoch 8][Batch 279], Speed: 150.953 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.203 [Epoch 8][Batch 289], Speed: 154.608 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.201 [Epoch 8][Batch 299], Speed: 163.427 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.200 [Epoch 8][Batch 309], Speed: 148.760 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.199 [Epoch 8][Batch 319], Speed: 155.704 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.198 [Epoch 8][Batch 329], Speed: 152.173 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.196 [Epoch 8][Batch 339], Speed: 149.535 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.195 [Epoch 8][Batch 349], Speed: 147.413 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.194 [Epoch 8][Batch 359], Speed: 156.018 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.193 [Epoch 8][Batch 369], Speed: 146.878 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.192 [Epoch 8][Batch 379], Speed: 159.115 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.190 [Epoch 8][Batch 389], Speed: 146.602 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.189 [Epoch 8][Batch 399], Speed: 141.609 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.238, HeatmapFocal=3.188 [Epoch 8][Batch 409], Speed: 149.486 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.187 [Epoch 8][Batch 419], Speed: 164.443 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.186 [Epoch 8][Batch 429], Speed: 141.592 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.184 [Epoch 8][Batch 439], Speed: 154.059 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.183 [Epoch 8][Batch 449], Speed: 146.953 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.182 [Epoch 8][Batch 459], Speed: 147.555 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.238, HeatmapFocal=3.181 [Epoch 8][Batch 469], Speed: 147.902 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.180 [Epoch 8][Batch 479], Speed: 161.854 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.178 [Epoch 8][Batch 489], Speed: 136.816 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.177 [Epoch 8][Batch 499], Speed: 151.865 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.176 [Epoch 8][Batch 509], Speed: 159.713 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.175 [Epoch 8][Batch 519], Speed: 151.043 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.174 [Epoch 8][Batch 529], Speed: 155.947 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.173 [Epoch 8][Batch 539], Speed: 150.938 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.171 [Epoch 8][Batch 549], Speed: 146.443 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.237, HeatmapFocal=3.170 [Epoch 8][Batch 559], Speed: 156.657 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.237, HeatmapFocal=3.169 [Epoch 8][Batch 569], Speed: 159.150 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.237, HeatmapFocal=3.168 [Epoch 8][Batch 579], Speed: 159.791 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.237, HeatmapFocal=3.167 [Epoch 8][Batch 589], Speed: 145.555 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.237, HeatmapFocal=3.166 [Epoch 8][Batch 599], Speed: 157.315 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.237, HeatmapFocal=3.165 [Epoch 8][Batch 609], Speed: 144.326 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.237, HeatmapFocal=3.163 [Epoch 8][Batch 619], Speed: 151.916 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.237, HeatmapFocal=3.162 [Epoch 8][Batch 629], Speed: 161.689 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.238, HeatmapFocal=3.161 [Epoch 8][Batch 639], Speed: 147.769 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.238, HeatmapFocal=3.160 [Epoch 8][Batch 649], Speed: 139.568 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.238, HeatmapFocal=3.159 [Epoch 8][Batch 659], Speed: 158.101 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.238, HeatmapFocal=3.158 [Epoch 8][Batch 669], Speed: 146.718 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.238, HeatmapFocal=3.156 [Epoch 8][Batch 679], Speed: 153.577 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.238, HeatmapFocal=3.155 [Epoch 8][Batch 689], Speed: 156.293 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.238, HeatmapFocal=3.154 [Epoch 8][Batch 699], Speed: 148.930 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.153 [Epoch 8][Batch 709], Speed: 159.148 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.238, HeatmapFocal=3.152 [Epoch 8][Batch 719], Speed: 160.708 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.151 [Epoch 8][Batch 729], Speed: 133.745 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.150 [Epoch 8][Batch 739], Speed: 148.300 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.148 [Epoch 8][Batch 749], Speed: 157.374 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.147 [Epoch 8][Batch 759], Speed: 152.255 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.146 [Epoch 8][Batch 769], Speed: 157.292 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.145 [Epoch 8][Batch 779], Speed: 166.286 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.144 [Epoch 8][Batch 789], Speed: 150.673 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.143 [Epoch 8][Batch 799], Speed: 143.507 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.142 [Epoch 8][Batch 809], Speed: 156.221 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.141 [Epoch 8][Batch 819], Speed: 153.162 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.139 [Epoch 8][Batch 829], Speed: 149.492 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.138 [Epoch 8][Batch 839], Speed: 166.698 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.137 [Epoch 8][Batch 849], Speed: 144.595 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.136 [Epoch 8][Batch 859], Speed: 153.646 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.135 [Epoch 8][Batch 869], Speed: 156.886 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.134 [Epoch 8][Batch 879], Speed: 157.355 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.133 [Epoch 8][Batch 889], Speed: 134.368 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.132 [Epoch 8][Batch 899], Speed: 164.298 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.131 [Epoch 8][Batch 909], Speed: 141.250 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.129 [Epoch 8][Batch 919], Speed: 150.737 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.128 [Epoch 8][Batch 929], Speed: 159.064 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.127 [Epoch 8][Batch 939], Speed: 141.377 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.126 [Epoch 8][Batch 949], Speed: 144.279 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.125 [Epoch 8][Batch 959], Speed: 160.787 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.124 [Epoch 8][Batch 969], Speed: 140.002 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.123 [Epoch 8][Batch 979], Speed: 153.266 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.122 [Epoch 8][Batch 989], Speed: 141.329 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.121 [Epoch 8][Batch 999], Speed: 147.947 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.120 [Epoch 8][Batch 1009], Speed: 146.865 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.119 [Epoch 8][Batch 1019], Speed: 161.675 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.118 [Epoch 8][Batch 1029], Speed: 140.320 samples/sec, LR=0.000375, WHL1=0.411, CenterRegL1=0.238, HeatmapFocal=3.116 [Epoch 8][Batch 1039], Speed: 156.053 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.115 [Epoch 8][Batch 1049], Speed: 155.700 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.114 [Epoch 8][Batch 1059], Speed: 137.911 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.113 [Epoch 8][Batch 1069], Speed: 140.885 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.112 [Epoch 8][Batch 1079], Speed: 153.750 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.111 [Epoch 8][Batch 1089], Speed: 145.751 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.110 [Epoch 8][Batch 1099], Speed: 154.102 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.109 [Epoch 8][Batch 1109], Speed: 145.167 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.108 [Epoch 8][Batch 1119], Speed: 143.988 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.107 [Epoch 8][Batch 1129], Speed: 147.325 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.106 [Epoch 8][Batch 1139], Speed: 143.181 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.105 [Epoch 8][Batch 1149], Speed: 141.803 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.103 [Epoch 8][Batch 1159], Speed: 153.473 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.102 [Epoch 8][Batch 1169], Speed: 164.013 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.237, HeatmapFocal=3.101 [Epoch 8][Batch 1179], Speed: 155.386 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.100 [Epoch 8][Batch 1189], Speed: 156.742 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.238, HeatmapFocal=3.099 [Epoch 8][Batch 1199], Speed: 149.984 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.237, HeatmapFocal=3.098 [Epoch 8][Batch 1209], Speed: 142.052 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.237, HeatmapFocal=3.097 [Epoch 8][Batch 1219], Speed: 154.426 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.237, HeatmapFocal=3.096 [Epoch 8] Training cost: 794.707, WHL1=0.410, CenterRegL1=0.237, HeatmapFocal=3.096 [Epoch 9][Batch 9], Speed: 155.846 samples/sec, LR=0.000375, WHL1=0.404, CenterRegL1=0.238, HeatmapFocal=3.095 [Epoch 9][Batch 19], Speed: 154.488 samples/sec, LR=0.000375, WHL1=0.400, CenterRegL1=0.238, HeatmapFocal=3.094 [Epoch 9][Batch 29], Speed: 142.101 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.239, HeatmapFocal=3.093 [Epoch 9][Batch 39], Speed: 153.588 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.238, HeatmapFocal=3.092 [Epoch 9][Batch 49], Speed: 161.071 samples/sec, LR=0.000375, WHL1=0.400, CenterRegL1=0.238, HeatmapFocal=3.091 [Epoch 9][Batch 59], Speed: 149.924 samples/sec, LR=0.000375, WHL1=0.399, CenterRegL1=0.238, HeatmapFocal=3.090 [Epoch 9][Batch 69], Speed: 153.970 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.238, HeatmapFocal=3.089 [Epoch 9][Batch 79], Speed: 151.453 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.088 [Epoch 9][Batch 89], Speed: 151.255 samples/sec, LR=0.000375, WHL1=0.400, CenterRegL1=0.237, HeatmapFocal=3.087 [Epoch 9][Batch 99], Speed: 159.839 samples/sec, LR=0.000375, WHL1=0.399, CenterRegL1=0.237, HeatmapFocal=3.085 [Epoch 9][Batch 109], Speed: 157.751 samples/sec, LR=0.000375, WHL1=0.400, CenterRegL1=0.237, HeatmapFocal=3.084 [Epoch 9][Batch 119], Speed: 155.563 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.083 [Epoch 9][Batch 129], Speed: 136.172 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=3.082 [Epoch 9][Batch 139], Speed: 147.485 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=3.081 [Epoch 9][Batch 149], Speed: 154.726 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=3.080 [Epoch 9][Batch 159], Speed: 150.690 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=3.079 [Epoch 9][Batch 169], Speed: 146.989 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=3.078 [Epoch 9][Batch 179], Speed: 157.529 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=3.077 [Epoch 9][Batch 189], Speed: 144.466 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.237, HeatmapFocal=3.076 [Epoch 9][Batch 199], Speed: 144.812 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.237, HeatmapFocal=3.075 [Epoch 9][Batch 209], Speed: 152.187 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.237, HeatmapFocal=3.074 [Epoch 9][Batch 219], Speed: 145.622 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.237, HeatmapFocal=3.073 [Epoch 9][Batch 229], Speed: 152.034 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.237, HeatmapFocal=3.072 [Epoch 9][Batch 239], Speed: 150.928 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.237, HeatmapFocal=3.071 [Epoch 9][Batch 249], Speed: 152.135 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.237, HeatmapFocal=3.070 [Epoch 9][Batch 259], Speed: 152.279 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.237, HeatmapFocal=3.069 [Epoch 9][Batch 269], Speed: 136.097 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.237, HeatmapFocal=3.068 [Epoch 9][Batch 279], Speed: 155.491 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.237, HeatmapFocal=3.066 [Epoch 9][Batch 289], Speed: 158.537 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.237, HeatmapFocal=3.065 [Epoch 9][Batch 299], Speed: 158.998 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=3.064 [Epoch 9][Batch 309], Speed: 144.262 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=3.063 [Epoch 9][Batch 319], Speed: 140.424 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=3.062 [Epoch 9][Batch 329], Speed: 155.148 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.062 [Epoch 9][Batch 339], Speed: 160.804 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.060 [Epoch 9][Batch 349], Speed: 159.226 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.060 [Epoch 9][Batch 359], Speed: 155.049 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.059 [Epoch 9][Batch 369], Speed: 155.400 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.058 [Epoch 9][Batch 379], Speed: 141.391 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.057 [Epoch 9][Batch 389], Speed: 146.074 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.056 [Epoch 9][Batch 399], Speed: 153.965 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.055 [Epoch 9][Batch 409], Speed: 150.752 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.054 [Epoch 9][Batch 419], Speed: 148.503 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.053 [Epoch 9][Batch 429], Speed: 157.265 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.052 [Epoch 9][Batch 439], Speed: 145.221 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.051 [Epoch 9][Batch 449], Speed: 160.398 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.050 [Epoch 9][Batch 459], Speed: 153.397 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.049 [Epoch 9][Batch 469], Speed: 160.258 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.048 [Epoch 9][Batch 479], Speed: 143.658 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.047 [Epoch 9][Batch 489], Speed: 155.575 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.046 [Epoch 9][Batch 499], Speed: 150.936 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.045 [Epoch 9][Batch 509], Speed: 160.910 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.044 [Epoch 9][Batch 519], Speed: 142.049 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.043 [Epoch 9][Batch 529], Speed: 157.412 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.042 [Epoch 9][Batch 539], Speed: 161.245 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.041 [Epoch 9][Batch 549], Speed: 153.752 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.040 [Epoch 9][Batch 559], Speed: 143.725 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.039 [Epoch 9][Batch 569], Speed: 152.395 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.038 [Epoch 9][Batch 579], Speed: 146.382 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.037 [Epoch 9][Batch 589], Speed: 151.908 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.036 [Epoch 9][Batch 599], Speed: 148.615 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.035 [Epoch 9][Batch 609], Speed: 144.459 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.034 [Epoch 9][Batch 619], Speed: 141.112 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.033 [Epoch 9][Batch 629], Speed: 156.355 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.032 [Epoch 9][Batch 639], Speed: 158.334 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.031 [Epoch 9][Batch 649], Speed: 148.145 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.030 [Epoch 9][Batch 659], Speed: 152.509 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.029 [Epoch 9][Batch 669], Speed: 142.127 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.028 [Epoch 9][Batch 679], Speed: 134.983 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.027 [Epoch 9][Batch 689], Speed: 157.760 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.026 [Epoch 9][Batch 699], Speed: 145.786 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.025 [Epoch 9][Batch 709], Speed: 150.374 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.024 [Epoch 9][Batch 719], Speed: 154.448 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.023 [Epoch 9][Batch 729], Speed: 147.322 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.023 [Epoch 9][Batch 739], Speed: 141.732 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.022 [Epoch 9][Batch 749], Speed: 148.925 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.021 [Epoch 9][Batch 759], Speed: 152.108 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.020 [Epoch 9][Batch 769], Speed: 156.324 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.019 [Epoch 9][Batch 779], Speed: 153.304 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.018 [Epoch 9][Batch 789], Speed: 137.799 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.017 [Epoch 9][Batch 799], Speed: 155.711 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.016 [Epoch 9][Batch 809], Speed: 157.481 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.015 [Epoch 9][Batch 819], Speed: 154.653 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.014 [Epoch 9][Batch 829], Speed: 154.494 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.013 [Epoch 9][Batch 839], Speed: 154.906 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.012 [Epoch 9][Batch 849], Speed: 148.708 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.011 [Epoch 9][Batch 859], Speed: 141.976 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.010 [Epoch 9][Batch 869], Speed: 150.186 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.009 [Epoch 9][Batch 879], Speed: 149.201 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.008 [Epoch 9][Batch 889], Speed: 139.637 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.007 [Epoch 9][Batch 899], Speed: 154.478 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.007 [Epoch 9][Batch 909], Speed: 154.660 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.006 [Epoch 9][Batch 919], Speed: 146.492 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.005 [Epoch 9][Batch 929], Speed: 158.618 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.004 [Epoch 9][Batch 939], Speed: 157.349 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.003 [Epoch 9][Batch 949], Speed: 160.575 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.002 [Epoch 9][Batch 959], Speed: 158.399 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.001 [Epoch 9][Batch 969], Speed: 144.659 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=3.000 [Epoch 9][Batch 979], Speed: 148.030 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.999 [Epoch 9][Batch 989], Speed: 155.007 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.998 [Epoch 9][Batch 999], Speed: 162.023 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.997 [Epoch 9][Batch 1009], Speed: 156.450 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.997 [Epoch 9][Batch 1019], Speed: 153.711 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.996 [Epoch 9][Batch 1029], Speed: 154.449 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.995 [Epoch 9][Batch 1039], Speed: 148.845 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.994 [Epoch 9][Batch 1049], Speed: 156.235 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.993 [Epoch 9][Batch 1059], Speed: 154.739 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.992 [Epoch 9][Batch 1069], Speed: 144.077 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.991 [Epoch 9][Batch 1079], Speed: 151.188 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.990 [Epoch 9][Batch 1089], Speed: 155.466 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.989 [Epoch 9][Batch 1099], Speed: 141.829 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.988 [Epoch 9][Batch 1109], Speed: 143.410 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.987 [Epoch 9][Batch 1119], Speed: 161.633 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.987 [Epoch 9][Batch 1129], Speed: 144.204 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.986 [Epoch 9][Batch 1139], Speed: 153.101 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.985 [Epoch 9][Batch 1149], Speed: 163.463 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.984 [Epoch 9][Batch 1159], Speed: 151.253 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.983 [Epoch 9][Batch 1169], Speed: 145.288 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.982 [Epoch 9][Batch 1179], Speed: 154.791 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.981 [Epoch 9][Batch 1189], Speed: 149.430 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.980 [Epoch 9][Batch 1199], Speed: 145.652 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.979 [Epoch 9][Batch 1209], Speed: 155.953 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=2.979 [Epoch 9][Batch 1219], Speed: 147.310 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.978 [Epoch 9] Training cost: 793.773, WHL1=0.396, CenterRegL1=0.237, HeatmapFocal=2.977 [Epoch 10][Batch 9], Speed: 152.472 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=2.977 [Epoch 10][Batch 19], Speed: 151.452 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.234, HeatmapFocal=2.976 [Epoch 10][Batch 29], Speed: 157.842 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.235, HeatmapFocal=2.975 [Epoch 10][Batch 39], Speed: 148.101 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.235, HeatmapFocal=2.974 [Epoch 10][Batch 49], Speed: 147.439 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.235, HeatmapFocal=2.973 [Epoch 10][Batch 59], Speed: 148.234 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.235, HeatmapFocal=2.972 [Epoch 10][Batch 69], Speed: 146.045 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.971 [Epoch 10][Batch 79], Speed: 158.477 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.970 [Epoch 10][Batch 89], Speed: 140.582 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.235, HeatmapFocal=2.969 [Epoch 10][Batch 99], Speed: 151.642 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.235, HeatmapFocal=2.968 [Epoch 10][Batch 109], Speed: 157.327 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.968 [Epoch 10][Batch 119], Speed: 150.450 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.967 [Epoch 10][Batch 129], Speed: 148.628 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.235, HeatmapFocal=2.966 [Epoch 10][Batch 139], Speed: 153.003 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.235, HeatmapFocal=2.965 [Epoch 10][Batch 149], Speed: 150.271 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.964 [Epoch 10][Batch 159], Speed: 153.763 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.963 [Epoch 10][Batch 169], Speed: 159.201 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.962 [Epoch 10][Batch 179], Speed: 162.063 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.961 [Epoch 10][Batch 189], Speed: 154.168 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.235, HeatmapFocal=2.961 [Epoch 10][Batch 199], Speed: 154.345 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.960 [Epoch 10][Batch 209], Speed: 143.221 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.959 [Epoch 10][Batch 219], Speed: 152.407 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=2.958 [Epoch 10][Batch 229], Speed: 135.553 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=2.957 [Epoch 10][Batch 239], Speed: 150.556 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=2.956 [Epoch 10][Batch 249], Speed: 145.763 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.955 [Epoch 10][Batch 259], Speed: 150.325 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=2.954 [Epoch 10][Batch 269], Speed: 151.744 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=2.954 [Epoch 10][Batch 279], Speed: 144.430 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.953 [Epoch 10][Batch 289], Speed: 155.361 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=2.952 [Epoch 10][Batch 299], Speed: 159.015 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=2.951 [Epoch 10][Batch 309], Speed: 153.055 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=2.950 [Epoch 10][Batch 319], Speed: 147.814 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.949 [Epoch 10][Batch 329], Speed: 147.863 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.948 [Epoch 10][Batch 339], Speed: 155.726 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.948 [Epoch 10][Batch 349], Speed: 155.564 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.947 [Epoch 10][Batch 359], Speed: 150.015 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.946 [Epoch 10][Batch 369], Speed: 145.934 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.945 [Epoch 10][Batch 379], Speed: 141.661 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.944 [Epoch 10][Batch 389], Speed: 150.611 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.943 [Epoch 10][Batch 399], Speed: 151.594 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.942 [Epoch 10][Batch 409], Speed: 142.073 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.941 [Epoch 10][Batch 419], Speed: 139.698 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.941 [Epoch 10][Batch 429], Speed: 144.169 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.940 [Epoch 10][Batch 439], Speed: 145.858 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.939 [Epoch 10][Batch 449], Speed: 152.568 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.938 [Epoch 10][Batch 459], Speed: 141.310 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.937 [Epoch 10][Batch 469], Speed: 156.995 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.936 [Epoch 10][Batch 479], Speed: 147.756 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.936 [Epoch 10][Batch 489], Speed: 151.354 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.935 [Epoch 10][Batch 499], Speed: 154.723 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.934 [Epoch 10][Batch 509], Speed: 155.128 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.933 [Epoch 10][Batch 519], Speed: 152.360 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.932 [Epoch 10][Batch 529], Speed: 154.240 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.932 [Epoch 10][Batch 539], Speed: 139.040 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.931 [Epoch 10][Batch 549], Speed: 156.551 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.930 [Epoch 10][Batch 559], Speed: 153.521 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.929 [Epoch 10][Batch 569], Speed: 146.148 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.928 [Epoch 10][Batch 579], Speed: 153.320 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.927 [Epoch 10][Batch 589], Speed: 143.731 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.927 [Epoch 10][Batch 599], Speed: 159.528 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.926 [Epoch 10][Batch 609], Speed: 155.056 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=2.925 [Epoch 10][Batch 619], Speed: 144.970 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.924 [Epoch 10][Batch 629], Speed: 155.349 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.923 [Epoch 10][Batch 639], Speed: 151.260 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.922 [Epoch 10][Batch 649], Speed: 149.807 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.922 [Epoch 10][Batch 659], Speed: 142.733 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.921 [Epoch 10][Batch 669], Speed: 144.825 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.920 [Epoch 10][Batch 679], Speed: 155.938 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.919 [Epoch 10][Batch 689], Speed: 146.519 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.918 [Epoch 10][Batch 699], Speed: 160.765 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.917 [Epoch 10][Batch 709], Speed: 156.927 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=2.917 [Epoch 10][Batch 719], Speed: 142.006 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.916 [Epoch 10][Batch 729], Speed: 147.519 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.915 [Epoch 10][Batch 739], Speed: 151.442 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.914 [Epoch 10][Batch 749], Speed: 157.126 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.913 [Epoch 10][Batch 759], Speed: 151.588 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.913 [Epoch 10][Batch 769], Speed: 149.088 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.912 [Epoch 10][Batch 779], Speed: 143.626 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.911 [Epoch 10][Batch 789], Speed: 147.112 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=2.910 [Epoch 10][Batch 799], Speed: 153.295 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.909 [Epoch 10][Batch 809], Speed: 152.292 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.909 [Epoch 10][Batch 819], Speed: 145.653 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.908 [Epoch 10][Batch 829], Speed: 154.531 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.907 [Epoch 10][Batch 839], Speed: 149.449 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.906 [Epoch 10][Batch 849], Speed: 148.081 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.905 [Epoch 10][Batch 859], Speed: 147.117 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.905 [Epoch 10][Batch 869], Speed: 151.988 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.904 [Epoch 10][Batch 879], Speed: 151.991 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.903 [Epoch 10][Batch 889], Speed: 148.582 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.902 [Epoch 10][Batch 899], Speed: 150.524 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.902 [Epoch 10][Batch 909], Speed: 152.950 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.901 [Epoch 10][Batch 919], Speed: 144.716 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.900 [Epoch 10][Batch 929], Speed: 149.140 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.899 [Epoch 10][Batch 939], Speed: 163.318 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.898 [Epoch 10][Batch 949], Speed: 145.824 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.898 [Epoch 10][Batch 959], Speed: 150.626 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.897 [Epoch 10][Batch 969], Speed: 151.795 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.896 [Epoch 10][Batch 979], Speed: 150.552 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.895 [Epoch 10][Batch 989], Speed: 156.745 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.895 [Epoch 10][Batch 999], Speed: 157.626 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.894 [Epoch 10][Batch 1009], Speed: 158.574 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.893 [Epoch 10][Batch 1019], Speed: 153.674 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.892 [Epoch 10][Batch 1029], Speed: 148.154 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.892 [Epoch 10][Batch 1039], Speed: 133.782 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.891 [Epoch 10][Batch 1049], Speed: 148.763 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.890 [Epoch 10][Batch 1059], Speed: 160.749 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.889 [Epoch 10][Batch 1069], Speed: 154.368 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.888 [Epoch 10][Batch 1079], Speed: 148.535 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.888 [Epoch 10][Batch 1089], Speed: 156.910 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.887 [Epoch 10][Batch 1099], Speed: 144.078 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.886 [Epoch 10][Batch 1109], Speed: 160.802 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.885 [Epoch 10][Batch 1119], Speed: 153.909 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.885 [Epoch 10][Batch 1129], Speed: 148.960 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.884 [Epoch 10][Batch 1139], Speed: 141.999 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.883 [Epoch 10][Batch 1149], Speed: 143.519 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.882 [Epoch 10][Batch 1159], Speed: 150.893 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.882 [Epoch 10][Batch 1169], Speed: 166.419 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.881 [Epoch 10][Batch 1179], Speed: 164.573 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.880 [Epoch 10][Batch 1189], Speed: 152.535 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.879 [Epoch 10][Batch 1199], Speed: 145.382 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.879 [Epoch 10][Batch 1209], Speed: 167.221 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.878 [Epoch 10][Batch 1219], Speed: 148.781 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.877 [Epoch 10] Training cost: 795.415, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.877 [Epoch 10] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.173 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.323 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.171 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.052 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.196 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.275 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.192 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.290 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.298 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.321 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.477 person=30.8 bicycle=10.4 car=17.2 motorcycle=14.5 airplane=31.1 bus=39.7 train=33.3 truck=12.5 boat=6.9 traffic light=8.4 fire hydrant=31.3 stop sign=41.4 parking meter=23.9 bench=6.5 bird=12.7 cat=30.4 dog=30.9 horse=29.8 sheep=22.7 cow=25.8 elephant=38.1 bear=31.8 zebra=46.6 giraffe=50.5 backpack=3.3 umbrella=17.5 handbag=1.8 tie=9.7 suitcase=8.7 frisbee=27.1 skis=5.6 snowboard=7.1 sports ball=13.6 kite=14.2 baseball bat=6.2 baseball glove=13.4 skateboard=24.0 surfboard=11.8 tennis racket=20.7 bottle=13.5 wine glass=13.4 cup=15.8 fork=6.1 knife=1.7 spoon=1.7 bowl=16.6 banana=9.7 apple=6.3 sandwich=14.0 orange=15.3 broccoli=10.3 carrot=5.1 hot dog=8.8 pizza=25.7 donut=20.5 cake=14.7 chair=10.6 couch=19.2 potted plant=9.7 bed=14.1 dining table=8.2 toilet=36.1 tv=30.8 laptop=30.7 mouse=26.9 remote=4.5 keyboard=21.4 cell phone=11.0 microwave=29.8 oven=12.8 toaster=0.1 sink=16.2 refrigerator=22.6 book=2.1 clock=25.4 vase=15.4 scissors=1.7 teddy bear=22.7 hair drier=0.0 toothbrush=2.9 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =17.3 [Epoch 11][Batch 9], Speed: 138.020 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.876 [Epoch 11][Batch 19], Speed: 143.903 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.237, HeatmapFocal=2.875 [Epoch 11][Batch 29], Speed: 153.217 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.237, HeatmapFocal=2.875 [Epoch 11][Batch 39], Speed: 149.826 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.237, HeatmapFocal=2.874 [Epoch 11][Batch 49], Speed: 154.016 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.237, HeatmapFocal=2.873 [Epoch 11][Batch 59], Speed: 158.685 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.872 [Epoch 11][Batch 69], Speed: 140.326 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.872 [Epoch 11][Batch 79], Speed: 155.709 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.871 [Epoch 11][Batch 89], Speed: 148.701 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.870 [Epoch 11][Batch 99], Speed: 142.990 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.237, HeatmapFocal=2.869 [Epoch 11][Batch 109], Speed: 158.375 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.869 [Epoch 11][Batch 119], Speed: 158.637 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.236, HeatmapFocal=2.868 [Epoch 11][Batch 129], Speed: 152.092 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.867 [Epoch 11][Batch 139], Speed: 154.446 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.866 [Epoch 11][Batch 149], Speed: 137.486 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.866 [Epoch 11][Batch 159], Speed: 140.562 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.865 [Epoch 11][Batch 169], Speed: 155.653 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.864 [Epoch 11][Batch 179], Speed: 158.529 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.863 [Epoch 11][Batch 189], Speed: 148.110 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.862 [Epoch 11][Batch 199], Speed: 150.001 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.862 [Epoch 11][Batch 209], Speed: 156.385 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.861 [Epoch 11][Batch 219], Speed: 152.492 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.860 [Epoch 11][Batch 229], Speed: 155.583 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.859 [Epoch 11][Batch 239], Speed: 161.575 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.859 [Epoch 11][Batch 249], Speed: 145.206 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.858 [Epoch 11][Batch 259], Speed: 151.128 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.857 [Epoch 11][Batch 269], Speed: 152.311 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.857 [Epoch 11][Batch 279], Speed: 154.973 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.236, HeatmapFocal=2.856 [Epoch 11][Batch 289], Speed: 157.145 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.855 [Epoch 11][Batch 299], Speed: 155.360 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.854 [Epoch 11][Batch 309], Speed: 139.918 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.236, HeatmapFocal=2.854 [Epoch 11][Batch 319], Speed: 143.648 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.853 [Epoch 11][Batch 329], Speed: 143.971 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.852 [Epoch 11][Batch 339], Speed: 156.233 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.851 [Epoch 11][Batch 349], Speed: 152.357 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.851 [Epoch 11][Batch 359], Speed: 154.212 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.850 [Epoch 11][Batch 369], Speed: 149.339 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.849 [Epoch 11][Batch 379], Speed: 141.682 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.236, HeatmapFocal=2.848 [Epoch 11][Batch 389], Speed: 136.909 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=2.848 [Epoch 11][Batch 399], Speed: 151.117 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=2.847 [Epoch 11][Batch 409], Speed: 155.009 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=2.846 [Epoch 11][Batch 419], Speed: 160.227 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=2.846 [Epoch 11][Batch 429], Speed: 146.476 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=2.845 [Epoch 11][Batch 439], Speed: 148.086 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=2.844 [Epoch 11][Batch 449], Speed: 157.745 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.843 [Epoch 11][Batch 459], Speed: 143.427 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.843 [Epoch 11][Batch 469], Speed: 150.789 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.842 [Epoch 11][Batch 479], Speed: 155.111 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.841 [Epoch 11][Batch 489], Speed: 136.226 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.840 [Epoch 11][Batch 499], Speed: 143.773 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.840 [Epoch 11][Batch 509], Speed: 147.778 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.839 [Epoch 11][Batch 519], Speed: 145.056 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.838 [Epoch 11][Batch 529], Speed: 147.141 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.838 [Epoch 11][Batch 539], Speed: 161.551 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.837 [Epoch 11][Batch 549], Speed: 139.077 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=2.836 [Epoch 11][Batch 559], Speed: 135.871 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=2.835 [Epoch 11][Batch 569], Speed: 158.292 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=2.835 [Epoch 11][Batch 579], Speed: 138.478 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=2.834 [Epoch 11][Batch 589], Speed: 147.490 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.833 [Epoch 11][Batch 599], Speed: 152.440 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.833 [Epoch 11][Batch 609], Speed: 148.100 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.832 [Epoch 11][Batch 619], Speed: 142.612 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.831 [Epoch 11][Batch 629], Speed: 153.760 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.830 [Epoch 11][Batch 639], Speed: 157.087 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.830 [Epoch 11][Batch 649], Speed: 158.859 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.829 [Epoch 11][Batch 659], Speed: 155.404 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.828 [Epoch 11][Batch 669], Speed: 137.560 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.828 [Epoch 11][Batch 679], Speed: 143.273 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.827 [Epoch 11][Batch 689], Speed: 157.940 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.826 [Epoch 11][Batch 699], Speed: 148.800 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.826 [Epoch 11][Batch 709], Speed: 151.789 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.825 [Epoch 11][Batch 719], Speed: 143.143 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.824 [Epoch 11][Batch 729], Speed: 151.347 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.824 [Epoch 11][Batch 739], Speed: 150.304 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.823 [Epoch 11][Batch 749], Speed: 159.247 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.822 [Epoch 11][Batch 759], Speed: 160.107 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.822 [Epoch 11][Batch 769], Speed: 153.097 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.821 [Epoch 11][Batch 779], Speed: 144.983 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.236, HeatmapFocal=2.820 [Epoch 11][Batch 789], Speed: 139.944 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.819 [Epoch 11][Batch 799], Speed: 146.028 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.819 [Epoch 11][Batch 809], Speed: 152.493 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.818 [Epoch 11][Batch 819], Speed: 132.051 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.817 [Epoch 11][Batch 829], Speed: 135.604 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.817 [Epoch 11][Batch 839], Speed: 158.073 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.816 [Epoch 11][Batch 849], Speed: 150.960 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.815 [Epoch 11][Batch 859], Speed: 143.855 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.815 [Epoch 11][Batch 869], Speed: 140.997 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.814 [Epoch 11][Batch 879], Speed: 150.023 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.813 [Epoch 11][Batch 889], Speed: 151.669 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.813 [Epoch 11][Batch 899], Speed: 155.778 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.812 [Epoch 11][Batch 909], Speed: 153.527 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.811 [Epoch 11][Batch 919], Speed: 139.636 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.810 [Epoch 11][Batch 929], Speed: 155.544 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.810 [Epoch 11][Batch 939], Speed: 138.860 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.236, HeatmapFocal=2.809 [Epoch 11][Batch 949], Speed: 145.151 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.808 [Epoch 11][Batch 959], Speed: 153.125 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.808 [Epoch 11][Batch 969], Speed: 146.551 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.807 [Epoch 11][Batch 979], Speed: 144.146 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.806 [Epoch 11][Batch 989], Speed: 152.124 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.806 [Epoch 11][Batch 999], Speed: 153.674 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.805 [Epoch 11][Batch 1009], Speed: 150.958 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.804 [Epoch 11][Batch 1019], Speed: 145.228 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.804 [Epoch 11][Batch 1029], Speed: 146.188 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.803 [Epoch 11][Batch 1039], Speed: 149.596 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.802 [Epoch 11][Batch 1049], Speed: 156.959 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.802 [Epoch 11][Batch 1059], Speed: 147.354 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.801 [Epoch 11][Batch 1069], Speed: 142.032 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.800 [Epoch 11][Batch 1079], Speed: 161.785 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.800 [Epoch 11][Batch 1089], Speed: 143.148 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.799 [Epoch 11][Batch 1099], Speed: 154.122 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.798 [Epoch 11][Batch 1109], Speed: 149.076 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.798 [Epoch 11][Batch 1119], Speed: 149.021 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.797 [Epoch 11][Batch 1129], Speed: 162.576 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.796 [Epoch 11][Batch 1139], Speed: 144.860 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.796 [Epoch 11][Batch 1149], Speed: 149.706 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.795 [Epoch 11][Batch 1159], Speed: 138.894 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.794 [Epoch 11][Batch 1169], Speed: 143.960 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.794 [Epoch 11][Batch 1179], Speed: 158.861 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.793 [Epoch 11][Batch 1189], Speed: 153.529 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.792 [Epoch 11][Batch 1199], Speed: 154.999 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.792 [Epoch 11][Batch 1209], Speed: 144.819 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.791 [Epoch 11][Batch 1219], Speed: 150.722 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.790 [Epoch 11] Training cost: 798.929, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.790 [Epoch 12][Batch 9], Speed: 150.322 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.790 [Epoch 12][Batch 19], Speed: 146.222 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.789 [Epoch 12][Batch 29], Speed: 148.247 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.788 [Epoch 12][Batch 39], Speed: 157.138 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.788 [Epoch 12][Batch 49], Speed: 155.786 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.787 [Epoch 12][Batch 59], Speed: 155.839 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.786 [Epoch 12][Batch 69], Speed: 134.304 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.786 [Epoch 12][Batch 79], Speed: 142.450 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.785 [Epoch 12][Batch 89], Speed: 150.207 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.784 [Epoch 12][Batch 99], Speed: 161.690 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.784 [Epoch 12][Batch 109], Speed: 161.280 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.783 [Epoch 12][Batch 119], Speed: 145.478 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.782 [Epoch 12][Batch 129], Speed: 132.301 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.782 [Epoch 12][Batch 139], Speed: 143.418 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.781 [Epoch 12][Batch 149], Speed: 153.287 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.780 [Epoch 12][Batch 159], Speed: 136.747 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.780 [Epoch 12][Batch 169], Speed: 152.873 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.779 [Epoch 12][Batch 179], Speed: 158.709 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.778 [Epoch 12][Batch 189], Speed: 149.665 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.778 [Epoch 12][Batch 199], Speed: 150.450 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.777 [Epoch 12][Batch 209], Speed: 151.628 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.776 [Epoch 12][Batch 219], Speed: 153.994 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.776 [Epoch 12][Batch 229], Speed: 154.577 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.775 [Epoch 12][Batch 239], Speed: 148.010 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.774 [Epoch 12][Batch 249], Speed: 144.888 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.774 [Epoch 12][Batch 259], Speed: 153.679 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.773 [Epoch 12][Batch 269], Speed: 148.221 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.773 [Epoch 12][Batch 279], Speed: 157.085 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.772 [Epoch 12][Batch 289], Speed: 150.222 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.771 [Epoch 12][Batch 299], Speed: 150.158 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.771 [Epoch 12][Batch 309], Speed: 140.450 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.770 [Epoch 12][Batch 319], Speed: 148.204 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.769 [Epoch 12][Batch 329], Speed: 143.284 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.769 [Epoch 12][Batch 339], Speed: 142.119 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.768 [Epoch 12][Batch 349], Speed: 151.177 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.767 [Epoch 12][Batch 359], Speed: 146.584 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.767 [Epoch 12][Batch 369], Speed: 143.865 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.766 [Epoch 12][Batch 379], Speed: 144.964 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.765 [Epoch 12][Batch 389], Speed: 141.749 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.765 [Epoch 12][Batch 399], Speed: 158.898 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.764 [Epoch 12][Batch 409], Speed: 162.468 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.763 [Epoch 12][Batch 419], Speed: 156.695 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.763 [Epoch 12][Batch 429], Speed: 144.572 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.762 [Epoch 12][Batch 439], Speed: 139.632 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.762 [Epoch 12][Batch 449], Speed: 154.247 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.761 [Epoch 12][Batch 459], Speed: 156.347 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.760 [Epoch 12][Batch 469], Speed: 160.547 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.760 [Epoch 12][Batch 479], Speed: 151.446 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.759 [Epoch 12][Batch 489], Speed: 134.057 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.759 [Epoch 12][Batch 499], Speed: 147.044 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.758 [Epoch 12][Batch 509], Speed: 154.490 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.757 [Epoch 12][Batch 519], Speed: 159.700 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.757 [Epoch 12][Batch 529], Speed: 148.618 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.756 [Epoch 12][Batch 539], Speed: 162.176 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.755 [Epoch 12][Batch 549], Speed: 147.101 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.755 [Epoch 12][Batch 559], Speed: 149.703 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.754 [Epoch 12][Batch 569], Speed: 152.449 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.753 [Epoch 12][Batch 579], Speed: 165.165 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.753 [Epoch 12][Batch 589], Speed: 159.104 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.752 [Epoch 12][Batch 599], Speed: 153.096 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.752 [Epoch 12][Batch 609], Speed: 135.643 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.751 [Epoch 12][Batch 619], Speed: 147.508 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.750 [Epoch 12][Batch 629], Speed: 141.085 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.750 [Epoch 12][Batch 639], Speed: 160.717 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.749 [Epoch 12][Batch 649], Speed: 152.505 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.748 [Epoch 12][Batch 659], Speed: 156.572 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.748 [Epoch 12][Batch 669], Speed: 143.642 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.747 [Epoch 12][Batch 679], Speed: 154.684 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.747 [Epoch 12][Batch 689], Speed: 150.066 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.746 [Epoch 12][Batch 699], Speed: 162.634 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.745 [Epoch 12][Batch 709], Speed: 162.420 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.745 [Epoch 12][Batch 719], Speed: 144.688 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.744 [Epoch 12][Batch 729], Speed: 135.845 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.744 [Epoch 12][Batch 739], Speed: 136.562 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.743 [Epoch 12][Batch 749], Speed: 145.975 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.742 [Epoch 12][Batch 759], Speed: 145.435 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.742 [Epoch 12][Batch 769], Speed: 156.624 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.741 [Epoch 12][Batch 779], Speed: 148.312 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.741 [Epoch 12][Batch 789], Speed: 152.534 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.740 [Epoch 12][Batch 799], Speed: 157.635 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.739 [Epoch 12][Batch 809], Speed: 142.579 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.739 [Epoch 12][Batch 819], Speed: 155.515 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.738 [Epoch 12][Batch 829], Speed: 163.391 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.738 [Epoch 12][Batch 839], Speed: 147.357 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.737 [Epoch 12][Batch 849], Speed: 122.264 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.736 [Epoch 12][Batch 859], Speed: 153.385 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.736 [Epoch 12][Batch 869], Speed: 145.005 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.735 [Epoch 12][Batch 879], Speed: 159.728 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.734 [Epoch 12][Batch 889], Speed: 153.119 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.734 [Epoch 12][Batch 899], Speed: 150.725 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.733 [Epoch 12][Batch 909], Speed: 139.616 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.733 [Epoch 12][Batch 919], Speed: 152.855 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.732 [Epoch 12][Batch 929], Speed: 148.533 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.731 [Epoch 12][Batch 939], Speed: 160.024 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.731 [Epoch 12][Batch 949], Speed: 159.534 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.730 [Epoch 12][Batch 959], Speed: 153.928 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.730 [Epoch 12][Batch 969], Speed: 142.278 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.729 [Epoch 12][Batch 979], Speed: 148.965 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.729 [Epoch 12][Batch 989], Speed: 146.659 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.728 [Epoch 12][Batch 999], Speed: 142.404 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.727 [Epoch 12][Batch 1009], Speed: 158.642 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.727 [Epoch 12][Batch 1019], Speed: 157.068 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.726 [Epoch 12][Batch 1029], Speed: 147.583 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.726 [Epoch 12][Batch 1039], Speed: 149.673 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.725 [Epoch 12][Batch 1049], Speed: 149.465 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.725 [Epoch 12][Batch 1059], Speed: 157.760 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.724 [Epoch 12][Batch 1069], Speed: 163.037 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.723 [Epoch 12][Batch 1079], Speed: 146.846 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.723 [Epoch 12][Batch 1089], Speed: 138.432 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.722 [Epoch 12][Batch 1099], Speed: 147.769 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.722 [Epoch 12][Batch 1109], Speed: 149.584 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.721 [Epoch 12][Batch 1119], Speed: 160.552 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.720 [Epoch 12][Batch 1129], Speed: 156.252 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.720 [Epoch 12][Batch 1139], Speed: 154.919 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.719 [Epoch 12][Batch 1149], Speed: 149.049 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.719 [Epoch 12][Batch 1159], Speed: 154.175 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.718 [Epoch 12][Batch 1169], Speed: 143.462 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.718 [Epoch 12][Batch 1179], Speed: 153.406 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.717 [Epoch 12][Batch 1189], Speed: 164.707 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.716 [Epoch 12][Batch 1199], Speed: 152.013 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.716 [Epoch 12][Batch 1209], Speed: 140.021 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.715 [Epoch 12][Batch 1219], Speed: 154.134 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.715 [Epoch 12] Training cost: 795.344, WHL1=0.366, CenterRegL1=0.235, HeatmapFocal=2.715 [Epoch 13][Batch 9], Speed: 146.345 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.714 [Epoch 13][Batch 19], Speed: 157.546 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.713 [Epoch 13][Batch 29], Speed: 146.710 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.713 [Epoch 13][Batch 39], Speed: 154.980 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.235, HeatmapFocal=2.712 [Epoch 13][Batch 49], Speed: 148.305 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.235, HeatmapFocal=2.712 [Epoch 13][Batch 59], Speed: 149.182 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.235, HeatmapFocal=2.711 [Epoch 13][Batch 69], Speed: 144.192 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.235, HeatmapFocal=2.710 [Epoch 13][Batch 79], Speed: 146.393 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.235, HeatmapFocal=2.710 [Epoch 13][Batch 89], Speed: 148.144 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.235, HeatmapFocal=2.709 [Epoch 13][Batch 99], Speed: 147.588 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.235, HeatmapFocal=2.709 [Epoch 13][Batch 109], Speed: 160.313 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.708 [Epoch 13][Batch 119], Speed: 145.879 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.708 [Epoch 13][Batch 129], Speed: 144.742 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.707 [Epoch 13][Batch 139], Speed: 155.809 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.706 [Epoch 13][Batch 149], Speed: 157.694 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.235, HeatmapFocal=2.706 [Epoch 13][Batch 159], Speed: 142.094 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.705 [Epoch 13][Batch 169], Speed: 156.692 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.705 [Epoch 13][Batch 179], Speed: 144.967 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.704 [Epoch 13][Batch 189], Speed: 140.908 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.703 [Epoch 13][Batch 199], Speed: 156.568 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.703 [Epoch 13][Batch 209], Speed: 151.795 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.702 [Epoch 13][Batch 219], Speed: 153.979 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.702 [Epoch 13][Batch 229], Speed: 156.432 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.701 [Epoch 13][Batch 239], Speed: 143.594 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.235, HeatmapFocal=2.701 [Epoch 13][Batch 249], Speed: 150.841 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.700 [Epoch 13][Batch 259], Speed: 154.249 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.699 [Epoch 13][Batch 269], Speed: 146.095 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.699 [Epoch 13][Batch 279], Speed: 143.544 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.698 [Epoch 13][Batch 289], Speed: 155.603 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.698 [Epoch 13][Batch 299], Speed: 153.633 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.697 [Epoch 13][Batch 309], Speed: 148.382 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.697 [Epoch 13][Batch 319], Speed: 138.489 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.696 [Epoch 13][Batch 329], Speed: 143.705 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.695 [Epoch 13][Batch 339], Speed: 151.891 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.695 [Epoch 13][Batch 349], Speed: 154.276 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.694 [Epoch 13][Batch 359], Speed: 147.133 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.694 [Epoch 13][Batch 369], Speed: 134.918 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.693 [Epoch 13][Batch 379], Speed: 145.536 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.693 [Epoch 13][Batch 389], Speed: 129.064 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.692 [Epoch 13][Batch 399], Speed: 146.414 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.691 [Epoch 13][Batch 409], Speed: 162.050 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.691 [Epoch 13][Batch 419], Speed: 146.457 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.690 [Epoch 13][Batch 429], Speed: 150.002 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.690 [Epoch 13][Batch 439], Speed: 155.599 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.689 [Epoch 13][Batch 449], Speed: 146.253 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.689 [Epoch 13][Batch 459], Speed: 153.574 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.688 [Epoch 13][Batch 469], Speed: 159.148 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.688 [Epoch 13][Batch 479], Speed: 144.119 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.687 [Epoch 13][Batch 489], Speed: 145.144 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.686 [Epoch 13][Batch 499], Speed: 151.921 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.686 [Epoch 13][Batch 509], Speed: 145.819 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.685 [Epoch 13][Batch 519], Speed: 154.450 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.685 [Epoch 13][Batch 529], Speed: 140.672 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.684 [Epoch 13][Batch 539], Speed: 151.302 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.684 [Epoch 13][Batch 549], Speed: 148.200 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.683 [Epoch 13][Batch 559], Speed: 141.328 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.683 [Epoch 13][Batch 569], Speed: 152.407 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.682 [Epoch 13][Batch 579], Speed: 143.651 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.681 [Epoch 13][Batch 589], Speed: 157.872 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.681 [Epoch 13][Batch 599], Speed: 153.498 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.680 [Epoch 13][Batch 609], Speed: 147.168 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.680 [Epoch 13][Batch 619], Speed: 142.798 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.679 [Epoch 13][Batch 629], Speed: 149.289 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.679 [Epoch 13][Batch 639], Speed: 149.382 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.678 [Epoch 13][Batch 649], Speed: 150.236 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.678 [Epoch 13][Batch 659], Speed: 154.382 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.677 [Epoch 13][Batch 669], Speed: 146.850 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.677 [Epoch 13][Batch 679], Speed: 155.555 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.676 [Epoch 13][Batch 689], Speed: 157.187 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.675 [Epoch 13][Batch 699], Speed: 159.350 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.675 [Epoch 13][Batch 709], Speed: 159.077 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.674 [Epoch 13][Batch 719], Speed: 154.580 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.674 [Epoch 13][Batch 729], Speed: 140.905 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.673 [Epoch 13][Batch 739], Speed: 146.827 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.673 [Epoch 13][Batch 749], Speed: 143.359 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.672 [Epoch 13][Batch 759], Speed: 151.789 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.672 [Epoch 13][Batch 769], Speed: 155.249 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.671 [Epoch 13][Batch 779], Speed: 141.531 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.671 [Epoch 13][Batch 789], Speed: 150.184 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.670 [Epoch 13][Batch 799], Speed: 143.108 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.670 [Epoch 13][Batch 809], Speed: 154.316 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.669 [Epoch 13][Batch 819], Speed: 148.775 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.668 [Epoch 13][Batch 829], Speed: 154.719 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.668 [Epoch 13][Batch 839], Speed: 142.077 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.667 [Epoch 13][Batch 849], Speed: 142.655 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.667 [Epoch 13][Batch 859], Speed: 159.488 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.666 [Epoch 13][Batch 869], Speed: 146.308 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.666 [Epoch 13][Batch 879], Speed: 157.412 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.665 [Epoch 13][Batch 889], Speed: 154.465 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.665 [Epoch 13][Batch 899], Speed: 138.507 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.664 [Epoch 13][Batch 909], Speed: 150.376 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.664 [Epoch 13][Batch 919], Speed: 147.612 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.663 [Epoch 13][Batch 929], Speed: 151.744 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.663 [Epoch 13][Batch 939], Speed: 152.876 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.235, HeatmapFocal=2.662 [Epoch 13][Batch 949], Speed: 154.788 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.662 [Epoch 13][Batch 959], Speed: 155.845 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.661 [Epoch 13][Batch 969], Speed: 136.653 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.660 [Epoch 13][Batch 979], Speed: 148.954 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.660 [Epoch 13][Batch 989], Speed: 151.243 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.659 [Epoch 13][Batch 999], Speed: 152.543 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.659 [Epoch 13][Batch 1009], Speed: 159.577 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.658 [Epoch 13][Batch 1019], Speed: 138.615 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.658 [Epoch 13][Batch 1029], Speed: 151.645 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.657 [Epoch 13][Batch 1039], Speed: 143.772 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.657 [Epoch 13][Batch 1049], Speed: 149.314 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.656 [Epoch 13][Batch 1059], Speed: 147.747 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.656 [Epoch 13][Batch 1069], Speed: 144.021 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.655 [Epoch 13][Batch 1079], Speed: 151.733 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.655 [Epoch 13][Batch 1089], Speed: 149.347 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.654 [Epoch 13][Batch 1099], Speed: 155.661 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.654 [Epoch 13][Batch 1109], Speed: 155.301 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.653 [Epoch 13][Batch 1119], Speed: 149.867 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.653 [Epoch 13][Batch 1129], Speed: 142.245 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.235, HeatmapFocal=2.652 [Epoch 13][Batch 1139], Speed: 159.147 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.652 [Epoch 13][Batch 1149], Speed: 149.035 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.651 [Epoch 13][Batch 1159], Speed: 153.088 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.651 [Epoch 13][Batch 1169], Speed: 158.746 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.650 [Epoch 13][Batch 1179], Speed: 143.059 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.650 [Epoch 13][Batch 1189], Speed: 157.818 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.649 [Epoch 13][Batch 1199], Speed: 149.348 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.649 [Epoch 13][Batch 1209], Speed: 150.841 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.648 [Epoch 13][Batch 1219], Speed: 159.958 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.648 [Epoch 13] Training cost: 799.744, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.647 [Epoch 14][Batch 9], Speed: 133.207 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.647 [Epoch 14][Batch 19], Speed: 147.002 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.235, HeatmapFocal=2.646 [Epoch 14][Batch 29], Speed: 149.270 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.646 [Epoch 14][Batch 39], Speed: 156.705 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.645 [Epoch 14][Batch 49], Speed: 146.216 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.645 [Epoch 14][Batch 59], Speed: 161.629 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.235, HeatmapFocal=2.644 [Epoch 14][Batch 69], Speed: 152.803 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.235, HeatmapFocal=2.644 [Epoch 14][Batch 79], Speed: 154.753 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.643 [Epoch 14][Batch 89], Speed: 146.241 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.643 [Epoch 14][Batch 99], Speed: 157.445 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.642 [Epoch 14][Batch 109], Speed: 134.768 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.642 [Epoch 14][Batch 119], Speed: 155.048 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.641 [Epoch 14][Batch 129], Speed: 148.595 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.641 [Epoch 14][Batch 139], Speed: 162.094 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.640 [Epoch 14][Batch 149], Speed: 142.726 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.640 [Epoch 14][Batch 159], Speed: 153.307 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.639 [Epoch 14][Batch 169], Speed: 153.841 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.639 [Epoch 14][Batch 179], Speed: 165.334 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.638 [Epoch 14][Batch 189], Speed: 144.097 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.638 [Epoch 14][Batch 199], Speed: 140.676 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.637 [Epoch 14][Batch 209], Speed: 148.873 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.637 [Epoch 14][Batch 219], Speed: 150.939 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.636 [Epoch 14][Batch 229], Speed: 157.996 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.636 [Epoch 14][Batch 239], Speed: 161.930 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.635 [Epoch 14][Batch 249], Speed: 132.768 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.635 [Epoch 14][Batch 259], Speed: 143.529 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.634 [Epoch 14][Batch 269], Speed: 139.221 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.634 [Epoch 14][Batch 279], Speed: 156.860 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.633 [Epoch 14][Batch 289], Speed: 150.190 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.633 [Epoch 14][Batch 299], Speed: 147.422 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.632 [Epoch 14][Batch 309], Speed: 141.154 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.632 [Epoch 14][Batch 319], Speed: 158.562 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.631 [Epoch 14][Batch 329], Speed: 147.777 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.631 [Epoch 14][Batch 339], Speed: 150.017 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.630 [Epoch 14][Batch 349], Speed: 155.824 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.630 [Epoch 14][Batch 359], Speed: 147.931 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.629 [Epoch 14][Batch 369], Speed: 155.225 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.628 [Epoch 14][Batch 379], Speed: 154.382 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.628 [Epoch 14][Batch 389], Speed: 151.052 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.627 [Epoch 14][Batch 399], Speed: 153.281 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.627 [Epoch 14][Batch 409], Speed: 148.036 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.626 [Epoch 14][Batch 419], Speed: 158.246 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.626 [Epoch 14][Batch 429], Speed: 143.991 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.625 [Epoch 14][Batch 439], Speed: 151.224 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.625 [Epoch 14][Batch 449], Speed: 140.565 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.624 [Epoch 14][Batch 459], Speed: 152.100 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.624 [Epoch 14][Batch 469], Speed: 138.917 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.623 [Epoch 14][Batch 479], Speed: 160.160 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.623 [Epoch 14][Batch 489], Speed: 144.119 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.622 [Epoch 14][Batch 499], Speed: 146.224 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.622 [Epoch 14][Batch 509], Speed: 134.189 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.621 [Epoch 14][Batch 519], Speed: 154.329 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.621 [Epoch 14][Batch 529], Speed: 133.831 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.620 [Epoch 14][Batch 539], Speed: 157.869 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.620 [Epoch 14][Batch 549], Speed: 154.216 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.619 [Epoch 14][Batch 559], Speed: 139.405 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.619 [Epoch 14][Batch 569], Speed: 118.067 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.619 [Epoch 14][Batch 579], Speed: 142.115 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.618 [Epoch 14][Batch 589], Speed: 136.019 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.618 [Epoch 14][Batch 599], Speed: 156.958 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.617 [Epoch 14][Batch 609], Speed: 145.128 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.617 [Epoch 14][Batch 619], Speed: 149.687 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.616 [Epoch 14][Batch 629], Speed: 150.614 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.616 [Epoch 14][Batch 639], Speed: 153.975 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.615 [Epoch 14][Batch 649], Speed: 150.091 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.615 [Epoch 14][Batch 659], Speed: 153.280 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.614 [Epoch 14][Batch 669], Speed: 150.033 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.614 [Epoch 14][Batch 679], Speed: 153.833 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.613 [Epoch 14][Batch 689], Speed: 144.266 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.613 [Epoch 14][Batch 699], Speed: 156.136 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.612 [Epoch 14][Batch 709], Speed: 143.396 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.612 [Epoch 14][Batch 719], Speed: 153.032 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.611 [Epoch 14][Batch 729], Speed: 150.572 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.611 [Epoch 14][Batch 739], Speed: 157.070 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.610 [Epoch 14][Batch 749], Speed: 141.077 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.610 [Epoch 14][Batch 759], Speed: 148.848 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.609 [Epoch 14][Batch 769], Speed: 154.983 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.609 [Epoch 14][Batch 779], Speed: 160.640 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.608 [Epoch 14][Batch 789], Speed: 142.459 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.608 [Epoch 14][Batch 799], Speed: 155.285 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.607 [Epoch 14][Batch 809], Speed: 155.349 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.607 [Epoch 14][Batch 819], Speed: 152.680 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.606 [Epoch 14][Batch 829], Speed: 159.379 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.606 [Epoch 14][Batch 839], Speed: 146.013 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.606 [Epoch 14][Batch 849], Speed: 149.414 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.605 [Epoch 14][Batch 859], Speed: 146.225 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.605 [Epoch 14][Batch 869], Speed: 149.677 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.604 [Epoch 14][Batch 879], Speed: 157.215 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.604 [Epoch 14][Batch 889], Speed: 148.048 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.603 [Epoch 14][Batch 899], Speed: 155.819 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.603 [Epoch 14][Batch 909], Speed: 137.640 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.602 [Epoch 14][Batch 919], Speed: 150.532 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.602 [Epoch 14][Batch 929], Speed: 137.590 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.601 [Epoch 14][Batch 939], Speed: 161.303 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.601 [Epoch 14][Batch 949], Speed: 124.852 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.600 [Epoch 14][Batch 959], Speed: 156.861 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.600 [Epoch 14][Batch 969], Speed: 135.618 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.599 [Epoch 14][Batch 979], Speed: 154.692 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.599 [Epoch 14][Batch 989], Speed: 135.426 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.598 [Epoch 14][Batch 999], Speed: 137.765 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.598 [Epoch 14][Batch 1009], Speed: 149.465 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.598 [Epoch 14][Batch 1019], Speed: 155.010 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.597 [Epoch 14][Batch 1029], Speed: 151.586 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.597 [Epoch 14][Batch 1039], Speed: 129.318 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.596 [Epoch 14][Batch 1049], Speed: 139.119 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.596 [Epoch 14][Batch 1059], Speed: 155.386 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.595 [Epoch 14][Batch 1069], Speed: 154.238 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.595 [Epoch 14][Batch 1079], Speed: 151.750 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.594 [Epoch 14][Batch 1089], Speed: 149.676 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.594 [Epoch 14][Batch 1099], Speed: 137.415 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.593 [Epoch 14][Batch 1109], Speed: 147.902 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.593 [Epoch 14][Batch 1119], Speed: 161.604 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.592 [Epoch 14][Batch 1129], Speed: 145.027 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.592 [Epoch 14][Batch 1139], Speed: 156.801 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.591 [Epoch 14][Batch 1149], Speed: 139.788 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.591 [Epoch 14][Batch 1159], Speed: 159.369 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.591 [Epoch 14][Batch 1169], Speed: 149.391 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.590 [Epoch 14][Batch 1179], Speed: 144.963 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.590 [Epoch 14][Batch 1189], Speed: 149.373 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.589 [Epoch 14][Batch 1199], Speed: 156.515 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.589 [Epoch 14][Batch 1209], Speed: 151.820 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.588 [Epoch 14][Batch 1219], Speed: 157.967 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.588 [Epoch 14] Training cost: 801.236, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.588 [Epoch 15][Batch 9], Speed: 135.974 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.587 [Epoch 15][Batch 19], Speed: 159.195 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.234, HeatmapFocal=2.587 [Epoch 15][Batch 29], Speed: 147.176 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.234, HeatmapFocal=2.586 [Epoch 15][Batch 39], Speed: 149.538 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.586 [Epoch 15][Batch 49], Speed: 151.768 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.585 [Epoch 15][Batch 59], Speed: 156.844 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.585 [Epoch 15][Batch 69], Speed: 143.133 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.584 [Epoch 15][Batch 79], Speed: 152.431 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.584 [Epoch 15][Batch 89], Speed: 148.776 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.234, HeatmapFocal=2.583 [Epoch 15][Batch 99], Speed: 158.852 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.583 [Epoch 15][Batch 109], Speed: 151.550 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.583 [Epoch 15][Batch 119], Speed: 139.779 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.582 [Epoch 15][Batch 129], Speed: 147.883 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.582 [Epoch 15][Batch 139], Speed: 143.372 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.581 [Epoch 15][Batch 149], Speed: 149.703 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.581 [Epoch 15][Batch 159], Speed: 154.431 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.580 [Epoch 15][Batch 169], Speed: 144.769 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.580 [Epoch 15][Batch 179], Speed: 153.009 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.579 [Epoch 15][Batch 189], Speed: 155.616 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.579 [Epoch 15][Batch 199], Speed: 161.570 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.578 [Epoch 15][Batch 209], Speed: 142.718 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.578 [Epoch 15][Batch 219], Speed: 148.782 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.577 [Epoch 15][Batch 229], Speed: 147.627 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.577 [Epoch 15][Batch 239], Speed: 158.856 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.577 [Epoch 15][Batch 249], Speed: 134.863 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.576 [Epoch 15][Batch 259], Speed: 145.068 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.576 [Epoch 15][Batch 269], Speed: 152.711 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.575 [Epoch 15][Batch 279], Speed: 161.281 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.575 [Epoch 15][Batch 289], Speed: 148.786 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.574 [Epoch 15][Batch 299], Speed: 159.397 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.574 [Epoch 15][Batch 309], Speed: 152.031 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.573 [Epoch 15][Batch 319], Speed: 154.325 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.573 [Epoch 15][Batch 329], Speed: 156.275 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.572 [Epoch 15][Batch 339], Speed: 143.749 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.572 [Epoch 15][Batch 349], Speed: 145.011 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.572 [Epoch 15][Batch 359], Speed: 153.185 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.571 [Epoch 15][Batch 369], Speed: 139.888 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.571 [Epoch 15][Batch 379], Speed: 144.371 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.570 [Epoch 15][Batch 389], Speed: 145.289 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.570 [Epoch 15][Batch 399], Speed: 152.171 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.569 [Epoch 15][Batch 409], Speed: 146.057 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.569 [Epoch 15][Batch 419], Speed: 161.287 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.568 [Epoch 15][Batch 429], Speed: 137.858 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.568 [Epoch 15][Batch 439], Speed: 149.376 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.567 [Epoch 15][Batch 449], Speed: 144.181 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.567 [Epoch 15][Batch 459], Speed: 142.988 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.567 [Epoch 15][Batch 469], Speed: 145.685 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.566 [Epoch 15][Batch 479], Speed: 159.951 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.566 [Epoch 15][Batch 489], Speed: 153.428 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.565 [Epoch 15][Batch 499], Speed: 143.607 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.565 [Epoch 15][Batch 509], Speed: 155.556 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.564 [Epoch 15][Batch 519], Speed: 159.504 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.564 [Epoch 15][Batch 529], Speed: 149.852 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.564 [Epoch 15][Batch 539], Speed: 150.539 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.563 [Epoch 15][Batch 549], Speed: 149.604 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.563 [Epoch 15][Batch 559], Speed: 136.654 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.562 [Epoch 15][Batch 569], Speed: 152.585 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.562 [Epoch 15][Batch 579], Speed: 163.201 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.561 [Epoch 15][Batch 589], Speed: 155.778 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.561 [Epoch 15][Batch 599], Speed: 157.368 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.560 [Epoch 15][Batch 609], Speed: 148.791 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.560 [Epoch 15][Batch 619], Speed: 143.049 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.559 [Epoch 15][Batch 629], Speed: 140.843 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.559 [Epoch 15][Batch 639], Speed: 153.720 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.559 [Epoch 15][Batch 649], Speed: 150.069 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.558 [Epoch 15][Batch 659], Speed: 160.074 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.558 [Epoch 15][Batch 669], Speed: 142.484 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.557 [Epoch 15][Batch 679], Speed: 153.043 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.557 [Epoch 15][Batch 689], Speed: 156.824 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.556 [Epoch 15][Batch 699], Speed: 156.350 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.556 [Epoch 15][Batch 709], Speed: 146.892 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.556 [Epoch 15][Batch 719], Speed: 160.475 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.555 [Epoch 15][Batch 729], Speed: 156.180 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.555 [Epoch 15][Batch 739], Speed: 141.255 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.554 [Epoch 15][Batch 749], Speed: 146.581 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.554 [Epoch 15][Batch 759], Speed: 157.946 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.553 [Epoch 15][Batch 769], Speed: 142.407 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.553 [Epoch 15][Batch 779], Speed: 149.653 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.553 [Epoch 15][Batch 789], Speed: 156.693 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.552 [Epoch 15][Batch 799], Speed: 146.518 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.552 [Epoch 15][Batch 809], Speed: 140.220 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.551 [Epoch 15][Batch 819], Speed: 145.852 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.551 [Epoch 15][Batch 829], Speed: 140.449 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.550 [Epoch 15][Batch 839], Speed: 150.979 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.550 [Epoch 15][Batch 849], Speed: 157.393 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.550 [Epoch 15][Batch 859], Speed: 150.513 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.549 [Epoch 15][Batch 869], Speed: 146.387 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.549 [Epoch 15][Batch 879], Speed: 150.389 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.548 [Epoch 15][Batch 889], Speed: 148.842 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.548 [Epoch 15][Batch 899], Speed: 147.796 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.547 [Epoch 15][Batch 909], Speed: 155.606 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.547 [Epoch 15][Batch 919], Speed: 151.740 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.547 [Epoch 15][Batch 929], Speed: 149.301 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.546 [Epoch 15][Batch 939], Speed: 141.435 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.546 [Epoch 15][Batch 949], Speed: 153.209 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.545 [Epoch 15][Batch 959], Speed: 160.542 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.545 [Epoch 15][Batch 969], Speed: 139.893 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.545 [Epoch 15][Batch 979], Speed: 154.634 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.544 [Epoch 15][Batch 989], Speed: 143.805 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.544 [Epoch 15][Batch 999], Speed: 149.565 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.543 [Epoch 15][Batch 1009], Speed: 149.226 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.543 [Epoch 15][Batch 1019], Speed: 156.748 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.542 [Epoch 15][Batch 1029], Speed: 149.789 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.542 [Epoch 15][Batch 1039], Speed: 158.643 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.542 [Epoch 15][Batch 1049], Speed: 130.504 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.541 [Epoch 15][Batch 1059], Speed: 149.779 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.541 [Epoch 15][Batch 1069], Speed: 149.859 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.540 [Epoch 15][Batch 1079], Speed: 145.016 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.540 [Epoch 15][Batch 1089], Speed: 152.713 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.539 [Epoch 15][Batch 1099], Speed: 149.559 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.539 [Epoch 15][Batch 1109], Speed: 158.510 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.539 [Epoch 15][Batch 1119], Speed: 146.597 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.538 [Epoch 15][Batch 1129], Speed: 158.143 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.538 [Epoch 15][Batch 1139], Speed: 158.426 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.537 [Epoch 15][Batch 1149], Speed: 148.435 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.537 [Epoch 15][Batch 1159], Speed: 152.721 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.537 [Epoch 15][Batch 1169], Speed: 147.061 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.536 [Epoch 15][Batch 1179], Speed: 146.290 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.536 [Epoch 15][Batch 1189], Speed: 161.426 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.535 [Epoch 15][Batch 1199], Speed: 143.936 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.535 [Epoch 15][Batch 1209], Speed: 158.376 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.534 [Epoch 15][Batch 1219], Speed: 147.211 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.534 [Epoch 15] Training cost: 799.108, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.534 [Epoch 16][Batch 9], Speed: 139.733 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.234, HeatmapFocal=2.534 [Epoch 16][Batch 19], Speed: 148.968 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.533 [Epoch 16][Batch 29], Speed: 150.372 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.533 [Epoch 16][Batch 39], Speed: 149.048 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.234, HeatmapFocal=2.532 [Epoch 16][Batch 49], Speed: 151.747 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.234, HeatmapFocal=2.532 [Epoch 16][Batch 59], Speed: 153.410 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.234, HeatmapFocal=2.531 [Epoch 16][Batch 69], Speed: 147.597 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.234, HeatmapFocal=2.531 [Epoch 16][Batch 79], Speed: 150.785 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.531 [Epoch 16][Batch 89], Speed: 143.337 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.234, HeatmapFocal=2.530 [Epoch 16][Batch 99], Speed: 151.332 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.530 [Epoch 16][Batch 109], Speed: 155.969 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.529 [Epoch 16][Batch 119], Speed: 155.052 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.234, HeatmapFocal=2.529 [Epoch 16][Batch 129], Speed: 150.379 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.234, HeatmapFocal=2.528 [Epoch 16][Batch 139], Speed: 146.540 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.234, HeatmapFocal=2.528 [Epoch 16][Batch 149], Speed: 159.540 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.234, HeatmapFocal=2.528 [Epoch 16][Batch 159], Speed: 156.556 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.527 [Epoch 16][Batch 169], Speed: 147.385 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.527 [Epoch 16][Batch 179], Speed: 159.381 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.526 [Epoch 16][Batch 189], Speed: 146.455 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.526 [Epoch 16][Batch 199], Speed: 142.284 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.525 [Epoch 16][Batch 209], Speed: 142.339 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.525 [Epoch 16][Batch 219], Speed: 142.526 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.525 [Epoch 16][Batch 229], Speed: 145.247 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.524 [Epoch 16][Batch 239], Speed: 151.703 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.524 [Epoch 16][Batch 249], Speed: 145.895 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.523 [Epoch 16][Batch 259], Speed: 145.844 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.234, HeatmapFocal=2.523 [Epoch 16][Batch 269], Speed: 149.779 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.234, HeatmapFocal=2.523 [Epoch 16][Batch 279], Speed: 153.468 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.234, HeatmapFocal=2.522 [Epoch 16][Batch 289], Speed: 147.462 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.234, HeatmapFocal=2.522 [Epoch 16][Batch 299], Speed: 156.040 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.234, HeatmapFocal=2.521 [Epoch 16][Batch 309], Speed: 151.615 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.234, HeatmapFocal=2.521 [Epoch 16][Batch 319], Speed: 161.903 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.234, HeatmapFocal=2.521 [Epoch 16][Batch 329], Speed: 146.998 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.234, HeatmapFocal=2.520 [Epoch 16][Batch 339], Speed: 154.904 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.234, HeatmapFocal=2.520 [Epoch 16][Batch 349], Speed: 155.422 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.234, HeatmapFocal=2.519 [Epoch 16][Batch 359], Speed: 157.481 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.519 [Epoch 16][Batch 369], Speed: 140.965 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.519 [Epoch 16][Batch 379], Speed: 155.349 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.518 [Epoch 16][Batch 389], Speed: 151.625 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.518 [Epoch 16][Batch 399], Speed: 152.382 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.517 [Epoch 16][Batch 409], Speed: 153.082 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.517 [Epoch 16][Batch 419], Speed: 143.861 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.516 [Epoch 16][Batch 429], Speed: 143.897 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.516 [Epoch 16][Batch 439], Speed: 135.446 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.234, HeatmapFocal=2.516 [Epoch 16][Batch 449], Speed: 143.904 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.515 [Epoch 16][Batch 459], Speed: 152.063 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.515 [Epoch 16][Batch 469], Speed: 157.187 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.234, HeatmapFocal=2.514 [Epoch 16][Batch 479], Speed: 161.594 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.514 [Epoch 16][Batch 489], Speed: 148.469 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.514 [Epoch 16][Batch 499], Speed: 143.468 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.513 [Epoch 16][Batch 509], Speed: 157.019 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.513 [Epoch 16][Batch 519], Speed: 145.887 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.512 [Epoch 16][Batch 529], Speed: 154.588 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.512 [Epoch 16][Batch 539], Speed: 150.599 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.512 [Epoch 16][Batch 549], Speed: 141.562 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.511 [Epoch 16][Batch 559], Speed: 152.748 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.511 [Epoch 16][Batch 569], Speed: 154.719 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.510 [Epoch 16][Batch 579], Speed: 155.035 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.510 [Epoch 16][Batch 589], Speed: 155.489 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.510 [Epoch 16][Batch 599], Speed: 158.099 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.509 [Epoch 16][Batch 609], Speed: 149.613 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.509 [Epoch 16][Batch 619], Speed: 143.501 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.508 [Epoch 16][Batch 629], Speed: 150.027 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.508 [Epoch 16][Batch 639], Speed: 157.951 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.508 [Epoch 16][Batch 649], Speed: 150.099 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.507 [Epoch 16][Batch 659], Speed: 156.840 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.507 [Epoch 16][Batch 669], Speed: 143.296 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.506 [Epoch 16][Batch 679], Speed: 141.679 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.506 [Epoch 16][Batch 689], Speed: 127.695 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.506 [Epoch 16][Batch 699], Speed: 158.151 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.505 [Epoch 16][Batch 709], Speed: 149.038 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.505 [Epoch 16][Batch 719], Speed: 149.140 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.504 [Epoch 16][Batch 729], Speed: 146.958 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.504 [Epoch 16][Batch 739], Speed: 137.342 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.504 [Epoch 16][Batch 749], Speed: 145.532 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.503 [Epoch 16][Batch 759], Speed: 155.999 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.503 [Epoch 16][Batch 769], Speed: 139.780 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.503 [Epoch 16][Batch 779], Speed: 150.880 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.502 [Epoch 16][Batch 789], Speed: 134.524 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.502 [Epoch 16][Batch 799], Speed: 137.219 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.501 [Epoch 16][Batch 809], Speed: 146.088 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.501 [Epoch 16][Batch 819], Speed: 148.378 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.501 [Epoch 16][Batch 829], Speed: 137.149 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.500 [Epoch 16][Batch 839], Speed: 156.785 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.500 [Epoch 16][Batch 849], Speed: 149.915 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.499 [Epoch 16][Batch 859], Speed: 148.702 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.499 [Epoch 16][Batch 869], Speed: 149.228 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.499 [Epoch 16][Batch 879], Speed: 147.099 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.498 [Epoch 16][Batch 889], Speed: 151.120 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.498 [Epoch 16][Batch 899], Speed: 152.051 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.497 [Epoch 16][Batch 909], Speed: 139.157 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.497 [Epoch 16][Batch 919], Speed: 141.207 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.497 [Epoch 16][Batch 929], Speed: 143.458 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.496 [Epoch 16][Batch 939], Speed: 155.721 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.496 [Epoch 16][Batch 949], Speed: 154.822 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.495 [Epoch 16][Batch 959], Speed: 147.193 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.495 [Epoch 16][Batch 969], Speed: 130.818 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.495 [Epoch 16][Batch 979], Speed: 150.162 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.494 [Epoch 16][Batch 989], Speed: 158.618 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.494 [Epoch 16][Batch 999], Speed: 155.245 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.494 [Epoch 16][Batch 1009], Speed: 147.444 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.493 [Epoch 16][Batch 1019], Speed: 144.293 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.493 [Epoch 16][Batch 1029], Speed: 145.207 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.492 [Epoch 16][Batch 1039], Speed: 127.013 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.492 [Epoch 16][Batch 1049], Speed: 148.041 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.492 [Epoch 16][Batch 1059], Speed: 162.051 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.491 [Epoch 16][Batch 1069], Speed: 150.625 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.491 [Epoch 16][Batch 1079], Speed: 153.491 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.491 [Epoch 16][Batch 1089], Speed: 146.197 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.490 [Epoch 16][Batch 1099], Speed: 151.834 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.490 [Epoch 16][Batch 1109], Speed: 164.679 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.489 [Epoch 16][Batch 1119], Speed: 152.941 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.489 [Epoch 16][Batch 1129], Speed: 143.917 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.489 [Epoch 16][Batch 1139], Speed: 148.996 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.488 [Epoch 16][Batch 1149], Speed: 164.966 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.488 [Epoch 16][Batch 1159], Speed: 146.461 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.488 [Epoch 16][Batch 1169], Speed: 158.317 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.487 [Epoch 16][Batch 1179], Speed: 140.694 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.487 [Epoch 16][Batch 1189], Speed: 157.164 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.486 [Epoch 16][Batch 1199], Speed: 163.852 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.486 [Epoch 16][Batch 1209], Speed: 152.121 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.233, HeatmapFocal=2.486 [Epoch 16][Batch 1219], Speed: 146.028 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.485 [Epoch 16] Training cost: 799.647, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.485 [Epoch 17][Batch 9], Speed: 156.779 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.485 [Epoch 17][Batch 19], Speed: 144.715 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.484 [Epoch 17][Batch 29], Speed: 147.201 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.234, HeatmapFocal=2.484 [Epoch 17][Batch 39], Speed: 149.782 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.484 [Epoch 17][Batch 49], Speed: 154.991 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.483 [Epoch 17][Batch 59], Speed: 156.820 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.483 [Epoch 17][Batch 69], Speed: 148.406 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.483 [Epoch 17][Batch 79], Speed: 151.650 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.482 [Epoch 17][Batch 89], Speed: 146.074 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.482 [Epoch 17][Batch 99], Speed: 149.114 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.481 [Epoch 17][Batch 109], Speed: 158.030 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.481 [Epoch 17][Batch 119], Speed: 166.358 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.481 [Epoch 17][Batch 129], Speed: 151.463 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.480 [Epoch 17][Batch 139], Speed: 143.838 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.480 [Epoch 17][Batch 149], Speed: 138.033 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.479 [Epoch 17][Batch 159], Speed: 157.870 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.479 [Epoch 17][Batch 169], Speed: 152.100 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.479 [Epoch 17][Batch 179], Speed: 158.434 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.478 [Epoch 17][Batch 189], Speed: 155.775 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.478 [Epoch 17][Batch 199], Speed: 151.687 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.478 [Epoch 17][Batch 209], Speed: 148.544 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.477 [Epoch 17][Batch 219], Speed: 154.775 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.477 [Epoch 17][Batch 229], Speed: 157.657 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.476 [Epoch 17][Batch 239], Speed: 155.624 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.476 [Epoch 17][Batch 249], Speed: 147.994 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.476 [Epoch 17][Batch 259], Speed: 137.479 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.475 [Epoch 17][Batch 269], Speed: 148.359 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.475 [Epoch 17][Batch 279], Speed: 153.195 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.475 [Epoch 17][Batch 289], Speed: 149.412 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.474 [Epoch 17][Batch 299], Speed: 147.511 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.474 [Epoch 17][Batch 309], Speed: 147.087 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.473 [Epoch 17][Batch 319], Speed: 142.583 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.473 [Epoch 17][Batch 329], Speed: 148.026 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.473 [Epoch 17][Batch 339], Speed: 158.654 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.472 [Epoch 17][Batch 349], Speed: 159.804 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.472 [Epoch 17][Batch 359], Speed: 154.949 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.472 [Epoch 17][Batch 369], Speed: 150.251 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.471 [Epoch 17][Batch 379], Speed: 149.348 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.471 [Epoch 17][Batch 389], Speed: 142.554 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.470 [Epoch 17][Batch 399], Speed: 139.916 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.470 [Epoch 17][Batch 409], Speed: 154.643 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.470 [Epoch 17][Batch 419], Speed: 150.010 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.469 [Epoch 17][Batch 429], Speed: 144.495 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.469 [Epoch 17][Batch 439], Speed: 144.713 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.468 [Epoch 17][Batch 449], Speed: 145.144 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.468 [Epoch 17][Batch 459], Speed: 148.134 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.468 [Epoch 17][Batch 469], Speed: 150.838 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.467 [Epoch 17][Batch 479], Speed: 155.028 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.467 [Epoch 17][Batch 489], Speed: 148.150 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.467 [Epoch 17][Batch 499], Speed: 148.651 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.466 [Epoch 17][Batch 509], Speed: 154.442 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.466 [Epoch 17][Batch 519], Speed: 151.858 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.466 [Epoch 17][Batch 529], Speed: 155.056 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.465 [Epoch 17][Batch 539], Speed: 164.898 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.465 [Epoch 17][Batch 549], Speed: 141.272 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.464 [Epoch 17][Batch 559], Speed: 145.533 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.464 [Epoch 17][Batch 569], Speed: 152.800 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.464 [Epoch 17][Batch 579], Speed: 153.577 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.463 [Epoch 17][Batch 589], Speed: 158.015 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.463 [Epoch 17][Batch 599], Speed: 157.444 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.463 [Epoch 17][Batch 609], Speed: 146.933 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.462 [Epoch 17][Batch 619], Speed: 138.144 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.462 [Epoch 17][Batch 629], Speed: 161.045 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.462 [Epoch 17][Batch 639], Speed: 151.651 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.461 [Epoch 17][Batch 649], Speed: 159.087 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.461 [Epoch 17][Batch 659], Speed: 155.726 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.460 [Epoch 17][Batch 669], Speed: 148.147 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.460 [Epoch 17][Batch 679], Speed: 140.413 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.460 [Epoch 17][Batch 689], Speed: 149.363 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.459 [Epoch 17][Batch 699], Speed: 155.388 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.459 [Epoch 17][Batch 709], Speed: 152.732 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.459 [Epoch 17][Batch 719], Speed: 161.312 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.458 [Epoch 17][Batch 729], Speed: 137.320 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.458 [Epoch 17][Batch 739], Speed: 148.506 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.458 [Epoch 17][Batch 749], Speed: 146.999 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.457 [Epoch 17][Batch 759], Speed: 144.703 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.457 [Epoch 17][Batch 769], Speed: 155.352 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.456 [Epoch 17][Batch 779], Speed: 164.796 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.456 [Epoch 17][Batch 789], Speed: 137.918 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.456 [Epoch 17][Batch 799], Speed: 153.897 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.455 [Epoch 17][Batch 809], Speed: 141.388 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.455 [Epoch 17][Batch 819], Speed: 152.998 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.455 [Epoch 17][Batch 829], Speed: 145.925 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.454 [Epoch 17][Batch 839], Speed: 160.562 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.454 [Epoch 17][Batch 849], Speed: 153.113 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.454 [Epoch 17][Batch 859], Speed: 144.933 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.453 [Epoch 17][Batch 869], Speed: 161.772 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.453 [Epoch 17][Batch 879], Speed: 148.652 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.453 [Epoch 17][Batch 889], Speed: 142.313 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.452 [Epoch 17][Batch 899], Speed: 157.014 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.452 [Epoch 17][Batch 909], Speed: 152.369 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.452 [Epoch 17][Batch 919], Speed: 143.102 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.451 [Epoch 17][Batch 929], Speed: 151.425 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.451 [Epoch 17][Batch 939], Speed: 157.356 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.450 [Epoch 17][Batch 949], Speed: 149.281 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.450 [Epoch 17][Batch 959], Speed: 160.717 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.450 [Epoch 17][Batch 969], Speed: 145.518 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.449 [Epoch 17][Batch 979], Speed: 144.237 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.449 [Epoch 17][Batch 989], Speed: 142.127 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.449 [Epoch 17][Batch 999], Speed: 148.702 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.448 [Epoch 17][Batch 1009], Speed: 143.370 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.448 [Epoch 17][Batch 1019], Speed: 159.838 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.448 [Epoch 17][Batch 1029], Speed: 147.561 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.447 [Epoch 17][Batch 1039], Speed: 147.094 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.447 [Epoch 17][Batch 1049], Speed: 147.600 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.447 [Epoch 17][Batch 1059], Speed: 159.384 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.446 [Epoch 17][Batch 1069], Speed: 150.813 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.446 [Epoch 17][Batch 1079], Speed: 163.248 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.446 [Epoch 17][Batch 1089], Speed: 145.958 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.445 [Epoch 17][Batch 1099], Speed: 153.693 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.445 [Epoch 17][Batch 1109], Speed: 163.451 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.445 [Epoch 17][Batch 1119], Speed: 146.126 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.444 [Epoch 17][Batch 1129], Speed: 155.685 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.444 [Epoch 17][Batch 1139], Speed: 152.674 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.444 [Epoch 17][Batch 1149], Speed: 142.428 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.443 [Epoch 17][Batch 1159], Speed: 148.905 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.443 [Epoch 17][Batch 1169], Speed: 146.755 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.443 [Epoch 17][Batch 1179], Speed: 149.047 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.442 [Epoch 17][Batch 1189], Speed: 155.516 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.442 [Epoch 17][Batch 1199], Speed: 159.194 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.442 [Epoch 17][Batch 1209], Speed: 154.170 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.441 [Epoch 17][Batch 1219], Speed: 163.204 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.441 [Epoch 17] Training cost: 795.455, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.441 [Epoch 18][Batch 9], Speed: 137.774 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.440 [Epoch 18][Batch 19], Speed: 146.421 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.232, HeatmapFocal=2.440 [Epoch 18][Batch 29], Speed: 155.651 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.440 [Epoch 18][Batch 39], Speed: 159.392 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.232, HeatmapFocal=2.439 [Epoch 18][Batch 49], Speed: 146.156 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.439 [Epoch 18][Batch 59], Speed: 160.283 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.439 [Epoch 18][Batch 69], Speed: 145.067 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.232, HeatmapFocal=2.438 [Epoch 18][Batch 79], Speed: 144.851 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.438 [Epoch 18][Batch 89], Speed: 152.203 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.437 [Epoch 18][Batch 99], Speed: 154.477 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.437 [Epoch 18][Batch 109], Speed: 154.550 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.437 [Epoch 18][Batch 119], Speed: 158.432 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.436 [Epoch 18][Batch 129], Speed: 151.648 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.436 [Epoch 18][Batch 139], Speed: 152.512 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.231, HeatmapFocal=2.436 [Epoch 18][Batch 149], Speed: 150.740 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.435 [Epoch 18][Batch 159], Speed: 152.607 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.435 [Epoch 18][Batch 169], Speed: 138.708 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.435 [Epoch 18][Batch 179], Speed: 161.539 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.434 [Epoch 18][Batch 189], Speed: 143.535 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.434 [Epoch 18][Batch 199], Speed: 142.185 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.434 [Epoch 18][Batch 209], Speed: 130.100 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.433 [Epoch 18][Batch 219], Speed: 152.061 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.433 [Epoch 18][Batch 229], Speed: 146.968 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.433 [Epoch 18][Batch 239], Speed: 160.907 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.432 [Epoch 18][Batch 249], Speed: 152.544 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.432 [Epoch 18][Batch 259], Speed: 142.160 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.432 [Epoch 18][Batch 269], Speed: 151.432 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.431 [Epoch 18][Batch 279], Speed: 143.776 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.431 [Epoch 18][Batch 289], Speed: 146.900 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.431 [Epoch 18][Batch 299], Speed: 145.673 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.430 [Epoch 18][Batch 309], Speed: 148.646 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.430 [Epoch 18][Batch 319], Speed: 140.535 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.430 [Epoch 18][Batch 329], Speed: 141.940 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.429 [Epoch 18][Batch 339], Speed: 158.766 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.429 [Epoch 18][Batch 349], Speed: 149.522 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.428 [Epoch 18][Batch 359], Speed: 150.178 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.428 [Epoch 18][Batch 369], Speed: 133.960 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.428 [Epoch 18][Batch 379], Speed: 144.420 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.427 [Epoch 18][Batch 389], Speed: 156.582 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.427 [Epoch 18][Batch 399], Speed: 155.392 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.427 [Epoch 18][Batch 409], Speed: 155.260 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.426 [Epoch 18][Batch 419], Speed: 164.043 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.426 [Epoch 18][Batch 429], Speed: 146.649 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.426 [Epoch 18][Batch 439], Speed: 154.054 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.425 [Epoch 18][Batch 449], Speed: 144.286 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.425 [Epoch 18][Batch 459], Speed: 156.475 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.425 [Epoch 18][Batch 469], Speed: 142.847 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.424 [Epoch 18][Batch 479], Speed: 158.141 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.424 [Epoch 18][Batch 489], Speed: 154.524 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.424 [Epoch 18][Batch 499], Speed: 146.305 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.423 [Epoch 18][Batch 509], Speed: 147.713 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.423 [Epoch 18][Batch 519], Speed: 158.288 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.423 [Epoch 18][Batch 529], Speed: 157.148 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.422 [Epoch 18][Batch 539], Speed: 157.720 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.422 [Epoch 18][Batch 549], Speed: 144.138 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.422 [Epoch 18][Batch 559], Speed: 143.888 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.421 [Epoch 18][Batch 569], Speed: 137.000 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.421 [Epoch 18][Batch 579], Speed: 149.541 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.421 [Epoch 18][Batch 589], Speed: 151.463 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.420 [Epoch 18][Batch 599], Speed: 160.083 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.420 [Epoch 18][Batch 609], Speed: 146.236 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.420 [Epoch 18][Batch 619], Speed: 148.546 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.419 [Epoch 18][Batch 629], Speed: 152.269 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.419 [Epoch 18][Batch 639], Speed: 152.491 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.419 [Epoch 18][Batch 649], Speed: 152.418 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.418 [Epoch 18][Batch 659], Speed: 159.249 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.418 [Epoch 18][Batch 669], Speed: 141.938 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.418 [Epoch 18][Batch 679], Speed: 143.415 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.417 [Epoch 18][Batch 689], Speed: 151.933 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.417 [Epoch 18][Batch 699], Speed: 151.441 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.417 [Epoch 18][Batch 709], Speed: 149.420 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.416 [Epoch 18][Batch 719], Speed: 156.756 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.416 [Epoch 18][Batch 729], Speed: 147.462 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.416 [Epoch 18][Batch 739], Speed: 145.794 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.415 [Epoch 18][Batch 749], Speed: 140.387 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.415 [Epoch 18][Batch 759], Speed: 153.215 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.415 [Epoch 18][Batch 769], Speed: 149.569 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.414 [Epoch 18][Batch 779], Speed: 153.834 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.414 [Epoch 18][Batch 789], Speed: 154.375 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.414 [Epoch 18][Batch 799], Speed: 134.660 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.413 [Epoch 18][Batch 809], Speed: 153.633 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.413 [Epoch 18][Batch 819], Speed: 154.164 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.413 [Epoch 18][Batch 829], Speed: 154.354 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.413 [Epoch 18][Batch 839], Speed: 157.209 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.412 [Epoch 18][Batch 849], Speed: 153.476 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.412 [Epoch 18][Batch 859], Speed: 138.519 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.412 [Epoch 18][Batch 869], Speed: 154.063 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.411 [Epoch 18][Batch 879], Speed: 155.923 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.411 [Epoch 18][Batch 889], Speed: 154.757 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.411 [Epoch 18][Batch 899], Speed: 159.812 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.410 [Epoch 18][Batch 909], Speed: 143.481 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.410 [Epoch 18][Batch 919], Speed: 145.449 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.410 [Epoch 18][Batch 929], Speed: 150.938 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.409 [Epoch 18][Batch 939], Speed: 136.506 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.409 [Epoch 18][Batch 949], Speed: 142.912 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.409 [Epoch 18][Batch 959], Speed: 161.576 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.408 [Epoch 18][Batch 969], Speed: 152.522 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.408 [Epoch 18][Batch 979], Speed: 139.596 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.408 [Epoch 18][Batch 989], Speed: 151.707 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.407 [Epoch 18][Batch 999], Speed: 155.440 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.407 [Epoch 18][Batch 1009], Speed: 153.134 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.407 [Epoch 18][Batch 1019], Speed: 154.895 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.406 [Epoch 18][Batch 1029], Speed: 150.242 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.406 [Epoch 18][Batch 1039], Speed: 142.345 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.406 [Epoch 18][Batch 1049], Speed: 155.270 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.405 [Epoch 18][Batch 1059], Speed: 153.820 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.405 [Epoch 18][Batch 1069], Speed: 154.926 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.405 [Epoch 18][Batch 1079], Speed: 157.847 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.405 [Epoch 18][Batch 1089], Speed: 148.763 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.404 [Epoch 18][Batch 1099], Speed: 147.429 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.404 [Epoch 18][Batch 1109], Speed: 164.179 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.404 [Epoch 18][Batch 1119], Speed: 144.888 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.403 [Epoch 18][Batch 1129], Speed: 155.914 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.403 [Epoch 18][Batch 1139], Speed: 140.014 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.403 [Epoch 18][Batch 1149], Speed: 155.684 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.402 [Epoch 18][Batch 1159], Speed: 146.686 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.402 [Epoch 18][Batch 1169], Speed: 145.037 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.402 [Epoch 18][Batch 1179], Speed: 141.607 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.401 [Epoch 18][Batch 1189], Speed: 148.753 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.401 [Epoch 18][Batch 1199], Speed: 150.173 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.401 [Epoch 18][Batch 1209], Speed: 165.344 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.400 [Epoch 18][Batch 1219], Speed: 144.860 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.400 [Epoch 18] Training cost: 798.332, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.400 [Epoch 19][Batch 9], Speed: 157.547 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.400 [Epoch 19][Batch 19], Speed: 159.920 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.400 [Epoch 19][Batch 29], Speed: 147.216 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.399 [Epoch 19][Batch 39], Speed: 151.423 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.399 [Epoch 19][Batch 49], Speed: 153.881 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.399 [Epoch 19][Batch 59], Speed: 153.694 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.398 [Epoch 19][Batch 69], Speed: 145.294 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.231, HeatmapFocal=2.398 [Epoch 19][Batch 79], Speed: 148.046 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.231, HeatmapFocal=2.398 [Epoch 19][Batch 89], Speed: 159.131 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.231, HeatmapFocal=2.397 [Epoch 19][Batch 99], Speed: 152.564 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.231, HeatmapFocal=2.397 [Epoch 19][Batch 109], Speed: 153.818 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.397 [Epoch 19][Batch 119], Speed: 150.869 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.396 [Epoch 19][Batch 129], Speed: 147.178 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.396 [Epoch 19][Batch 139], Speed: 149.112 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.396 [Epoch 19][Batch 149], Speed: 150.822 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.395 [Epoch 19][Batch 159], Speed: 155.451 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.395 [Epoch 19][Batch 169], Speed: 137.846 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.395 [Epoch 19][Batch 179], Speed: 156.466 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.394 [Epoch 19][Batch 189], Speed: 144.959 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.394 [Epoch 19][Batch 199], Speed: 151.089 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.394 [Epoch 19][Batch 209], Speed: 153.207 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.393 [Epoch 19][Batch 219], Speed: 146.058 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.393 [Epoch 19][Batch 229], Speed: 145.386 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.393 [Epoch 19][Batch 239], Speed: 164.581 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.231, HeatmapFocal=2.392 [Epoch 19][Batch 249], Speed: 139.260 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.392 [Epoch 19][Batch 259], Speed: 151.586 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.392 [Epoch 19][Batch 269], Speed: 150.732 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.391 [Epoch 19][Batch 279], Speed: 155.402 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.391 [Epoch 19][Batch 289], Speed: 148.064 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.391 [Epoch 19][Batch 299], Speed: 161.374 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.390 [Epoch 19][Batch 309], Speed: 155.746 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.390 [Epoch 19][Batch 319], Speed: 154.800 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.390 [Epoch 19][Batch 329], Speed: 149.281 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.390 [Epoch 19][Batch 339], Speed: 133.788 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.389 [Epoch 19][Batch 349], Speed: 141.964 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.389 [Epoch 19][Batch 359], Speed: 164.245 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.389 [Epoch 19][Batch 369], Speed: 147.602 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.388 [Epoch 19][Batch 379], Speed: 163.710 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.388 [Epoch 19][Batch 389], Speed: 151.182 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.388 [Epoch 19][Batch 399], Speed: 151.046 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.387 [Epoch 19][Batch 409], Speed: 161.396 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.387 [Epoch 19][Batch 419], Speed: 144.976 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.387 [Epoch 19][Batch 429], Speed: 146.020 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.386 [Epoch 19][Batch 439], Speed: 153.656 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.386 [Epoch 19][Batch 449], Speed: 143.025 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.386 [Epoch 19][Batch 459], Speed: 155.157 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.385 [Epoch 19][Batch 469], Speed: 157.574 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.385 [Epoch 19][Batch 479], Speed: 162.993 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.385 [Epoch 19][Batch 489], Speed: 130.966 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.385 [Epoch 19][Batch 499], Speed: 160.041 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.384 [Epoch 19][Batch 509], Speed: 141.710 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.384 [Epoch 19][Batch 519], Speed: 155.126 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.384 [Epoch 19][Batch 529], Speed: 159.457 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.383 [Epoch 19][Batch 539], Speed: 160.962 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.383 [Epoch 19][Batch 549], Speed: 140.715 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.383 [Epoch 19][Batch 559], Speed: 156.573 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.382 [Epoch 19][Batch 569], Speed: 144.896 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.382 [Epoch 19][Batch 579], Speed: 145.243 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.382 [Epoch 19][Batch 589], Speed: 149.799 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.381 [Epoch 19][Batch 599], Speed: 156.325 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.381 [Epoch 19][Batch 609], Speed: 140.701 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.381 [Epoch 19][Batch 619], Speed: 156.645 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.381 [Epoch 19][Batch 629], Speed: 141.732 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.380 [Epoch 19][Batch 639], Speed: 146.925 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.380 [Epoch 19][Batch 649], Speed: 148.240 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.380 [Epoch 19][Batch 659], Speed: 164.309 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.379 [Epoch 19][Batch 669], Speed: 151.453 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.379 [Epoch 19][Batch 679], Speed: 155.146 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.379 [Epoch 19][Batch 689], Speed: 137.233 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.378 [Epoch 19][Batch 699], Speed: 157.001 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.378 [Epoch 19][Batch 709], Speed: 154.372 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.378 [Epoch 19][Batch 719], Speed: 154.837 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.378 [Epoch 19][Batch 729], Speed: 152.706 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.377 [Epoch 19][Batch 739], Speed: 161.366 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.377 [Epoch 19][Batch 749], Speed: 143.899 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.377 [Epoch 19][Batch 759], Speed: 144.751 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.376 [Epoch 19][Batch 769], Speed: 154.492 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.376 [Epoch 19][Batch 779], Speed: 158.456 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.376 [Epoch 19][Batch 789], Speed: 144.517 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.375 [Epoch 19][Batch 799], Speed: 160.437 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.375 [Epoch 19][Batch 809], Speed: 156.483 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.375 [Epoch 19][Batch 819], Speed: 149.939 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.375 [Epoch 19][Batch 829], Speed: 131.841 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.374 [Epoch 19][Batch 839], Speed: 147.891 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.374 [Epoch 19][Batch 849], Speed: 149.727 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.374 [Epoch 19][Batch 859], Speed: 135.306 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.373 [Epoch 19][Batch 869], Speed: 146.124 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.373 [Epoch 19][Batch 879], Speed: 156.720 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.373 [Epoch 19][Batch 889], Speed: 159.375 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.373 [Epoch 19][Batch 899], Speed: 143.603 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.372 [Epoch 19][Batch 909], Speed: 144.626 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.372 [Epoch 19][Batch 919], Speed: 154.947 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.372 [Epoch 19][Batch 929], Speed: 144.317 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.371 [Epoch 19][Batch 939], Speed: 147.803 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.371 [Epoch 19][Batch 949], Speed: 156.856 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.371 [Epoch 19][Batch 959], Speed: 146.920 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.370 [Epoch 19][Batch 969], Speed: 151.146 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.370 [Epoch 19][Batch 979], Speed: 164.138 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.370 [Epoch 19][Batch 989], Speed: 151.936 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.370 [Epoch 19][Batch 999], Speed: 147.236 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.369 [Epoch 19][Batch 1009], Speed: 154.197 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.369 [Epoch 19][Batch 1019], Speed: 144.013 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.369 [Epoch 19][Batch 1029], Speed: 147.626 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.368 [Epoch 19][Batch 1039], Speed: 159.562 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.368 [Epoch 19][Batch 1049], Speed: 149.297 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.368 [Epoch 19][Batch 1059], Speed: 153.375 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.368 [Epoch 19][Batch 1069], Speed: 158.256 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.367 [Epoch 19][Batch 1079], Speed: 155.608 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.367 [Epoch 19][Batch 1089], Speed: 146.797 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.367 [Epoch 19][Batch 1099], Speed: 153.184 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.366 [Epoch 19][Batch 1109], Speed: 149.649 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.366 [Epoch 19][Batch 1119], Speed: 162.048 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.366 [Epoch 19][Batch 1129], Speed: 160.883 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.365 [Epoch 19][Batch 1139], Speed: 160.861 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.365 [Epoch 19][Batch 1149], Speed: 151.449 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.365 [Epoch 19][Batch 1159], Speed: 166.561 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.365 [Epoch 19][Batch 1169], Speed: 148.368 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.364 [Epoch 19][Batch 1179], Speed: 145.713 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.364 [Epoch 19][Batch 1189], Speed: 154.374 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.364 [Epoch 19][Batch 1199], Speed: 148.225 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.363 [Epoch 19][Batch 1209], Speed: 153.156 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.363 [Epoch 19][Batch 1219], Speed: 147.968 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.363 [Epoch 19] Training cost: 796.588, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.363 [Epoch 20][Batch 9], Speed: 143.349 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.229, HeatmapFocal=2.363 [Epoch 20][Batch 19], Speed: 158.922 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.362 [Epoch 20][Batch 29], Speed: 149.672 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.230, HeatmapFocal=2.362 [Epoch 20][Batch 39], Speed: 158.408 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.362 [Epoch 20][Batch 49], Speed: 157.155 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.361 [Epoch 20][Batch 59], Speed: 145.212 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.231, HeatmapFocal=2.361 [Epoch 20][Batch 69], Speed: 143.338 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.232, HeatmapFocal=2.361 [Epoch 20][Batch 79], Speed: 163.298 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.360 [Epoch 20][Batch 89], Speed: 139.886 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.360 [Epoch 20][Batch 99], Speed: 152.996 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.360 [Epoch 20][Batch 109], Speed: 131.562 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.360 [Epoch 20][Batch 119], Speed: 148.995 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.359 [Epoch 20][Batch 129], Speed: 140.300 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.359 [Epoch 20][Batch 139], Speed: 152.830 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.359 [Epoch 20][Batch 149], Speed: 153.286 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.358 [Epoch 20][Batch 159], Speed: 160.935 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.358 [Epoch 20][Batch 169], Speed: 152.417 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.358 [Epoch 20][Batch 179], Speed: 165.623 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.357 [Epoch 20][Batch 189], Speed: 151.581 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.357 [Epoch 20][Batch 199], Speed: 143.564 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.357 [Epoch 20][Batch 209], Speed: 153.887 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.357 [Epoch 20][Batch 219], Speed: 146.401 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.356 [Epoch 20][Batch 229], Speed: 159.374 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.356 [Epoch 20][Batch 239], Speed: 156.642 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.356 [Epoch 20][Batch 249], Speed: 150.602 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.355 [Epoch 20][Batch 259], Speed: 140.422 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.355 [Epoch 20][Batch 269], Speed: 152.120 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.355 [Epoch 20][Batch 279], Speed: 153.808 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.355 [Epoch 20][Batch 289], Speed: 150.363 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.354 [Epoch 20][Batch 299], Speed: 150.215 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.354 [Epoch 20][Batch 309], Speed: 151.382 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.354 [Epoch 20][Batch 319], Speed: 152.007 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.353 [Epoch 20][Batch 329], Speed: 145.972 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.353 [Epoch 20][Batch 339], Speed: 147.343 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.353 [Epoch 20][Batch 349], Speed: 153.500 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.353 [Epoch 20][Batch 359], Speed: 161.625 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.352 [Epoch 20][Batch 369], Speed: 145.025 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.352 [Epoch 20][Batch 379], Speed: 138.511 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.352 [Epoch 20][Batch 389], Speed: 142.641 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.351 [Epoch 20][Batch 399], Speed: 148.335 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.351 [Epoch 20][Batch 409], Speed: 151.894 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.351 [Epoch 20][Batch 419], Speed: 156.894 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.351 [Epoch 20][Batch 429], Speed: 153.859 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.350 [Epoch 20][Batch 439], Speed: 150.007 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.350 [Epoch 20][Batch 449], Speed: 153.547 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.350 [Epoch 20][Batch 459], Speed: 152.169 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.349 [Epoch 20][Batch 469], Speed: 156.807 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.349 [Epoch 20][Batch 479], Speed: 157.470 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.349 [Epoch 20][Batch 489], Speed: 151.636 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.349 [Epoch 20][Batch 499], Speed: 151.751 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.348 [Epoch 20][Batch 509], Speed: 149.463 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.348 [Epoch 20][Batch 519], Speed: 155.820 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.348 [Epoch 20][Batch 529], Speed: 158.060 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.347 [Epoch 20][Batch 539], Speed: 153.754 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.347 [Epoch 20][Batch 549], Speed: 155.164 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.347 [Epoch 20][Batch 559], Speed: 161.182 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.347 [Epoch 20][Batch 569], Speed: 151.720 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.346 [Epoch 20][Batch 579], Speed: 152.062 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.346 [Epoch 20][Batch 589], Speed: 157.163 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.346 [Epoch 20][Batch 599], Speed: 151.848 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.345 [Epoch 20][Batch 609], Speed: 154.222 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.345 [Epoch 20][Batch 619], Speed: 144.516 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.345 [Epoch 20][Batch 629], Speed: 150.967 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.345 [Epoch 20][Batch 639], Speed: 154.732 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.344 [Epoch 20][Batch 649], Speed: 155.442 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.344 [Epoch 20][Batch 659], Speed: 147.979 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.344 [Epoch 20][Batch 669], Speed: 145.054 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.343 [Epoch 20][Batch 679], Speed: 149.489 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.343 [Epoch 20][Batch 689], Speed: 145.822 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.343 [Epoch 20][Batch 699], Speed: 151.773 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.343 [Epoch 20][Batch 709], Speed: 158.962 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.342 [Epoch 20][Batch 719], Speed: 159.951 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.342 [Epoch 20][Batch 729], Speed: 152.750 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.342 [Epoch 20][Batch 739], Speed: 151.355 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.341 [Epoch 20][Batch 749], Speed: 144.650 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.341 [Epoch 20][Batch 759], Speed: 153.012 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.341 [Epoch 20][Batch 769], Speed: 152.174 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.341 [Epoch 20][Batch 779], Speed: 153.215 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.340 [Epoch 20][Batch 789], Speed: 148.766 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.340 [Epoch 20][Batch 799], Speed: 154.150 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.340 [Epoch 20][Batch 809], Speed: 154.561 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.340 [Epoch 20][Batch 819], Speed: 155.705 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.339 [Epoch 20][Batch 829], Speed: 156.276 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.339 [Epoch 20][Batch 839], Speed: 151.994 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.339 [Epoch 20][Batch 849], Speed: 148.952 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.338 [Epoch 20][Batch 859], Speed: 145.118 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.338 [Epoch 20][Batch 869], Speed: 149.876 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.338 [Epoch 20][Batch 879], Speed: 160.839 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.338 [Epoch 20][Batch 889], Speed: 160.299 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.337 [Epoch 20][Batch 899], Speed: 161.323 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.337 [Epoch 20][Batch 909], Speed: 145.524 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.337 [Epoch 20][Batch 919], Speed: 138.070 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.337 [Epoch 20][Batch 929], Speed: 151.019 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.336 [Epoch 20][Batch 939], Speed: 150.265 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.336 [Epoch 20][Batch 949], Speed: 159.428 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.336 [Epoch 20][Batch 959], Speed: 162.049 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.335 [Epoch 20][Batch 969], Speed: 145.781 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.335 [Epoch 20][Batch 979], Speed: 140.320 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.335 [Epoch 20][Batch 989], Speed: 152.139 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.335 [Epoch 20][Batch 999], Speed: 153.333 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.334 [Epoch 20][Batch 1009], Speed: 148.083 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.334 [Epoch 20][Batch 1019], Speed: 161.043 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.334 [Epoch 20][Batch 1029], Speed: 150.918 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.334 [Epoch 20][Batch 1039], Speed: 141.311 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.333 [Epoch 20][Batch 1049], Speed: 145.781 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.333 [Epoch 20][Batch 1059], Speed: 152.260 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.333 [Epoch 20][Batch 1069], Speed: 160.114 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.332 [Epoch 20][Batch 1079], Speed: 162.693 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.332 [Epoch 20][Batch 1089], Speed: 150.214 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.332 [Epoch 20][Batch 1099], Speed: 142.329 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.332 [Epoch 20][Batch 1109], Speed: 146.492 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.331 [Epoch 20][Batch 1119], Speed: 145.906 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.331 [Epoch 20][Batch 1129], Speed: 143.944 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.331 [Epoch 20][Batch 1139], Speed: 159.301 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.331 [Epoch 20][Batch 1149], Speed: 156.590 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.330 [Epoch 20][Batch 1159], Speed: 154.111 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.330 [Epoch 20][Batch 1169], Speed: 147.990 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.330 [Epoch 20][Batch 1179], Speed: 149.245 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.330 [Epoch 20][Batch 1189], Speed: 153.683 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.329 [Epoch 20][Batch 1199], Speed: 158.283 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.329 [Epoch 20][Batch 1209], Speed: 161.627 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.329 [Epoch 20][Batch 1219], Speed: 146.587 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.329 [Epoch 20] Training cost: 796.377, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.329 [Epoch 20] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.233 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.236 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.077 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.253 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.227 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.342 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.351 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.124 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.370 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.574 person=35.0 bicycle=15.0 car=21.9 motorcycle=23.7 airplane=45.2 bus=44.7 train=48.6 truck=17.7 boat=8.8 traffic light=10.6 fire hydrant=50.4 stop sign=45.2 parking meter=29.3 bench=10.7 bird=18.0 cat=46.6 dog=42.0 horse=37.4 sheep=28.3 cow=28.4 elephant=49.6 bear=58.6 zebra=50.2 giraffe=53.8 backpack=5.1 umbrella=22.2 handbag=4.3 tie=13.0 suitcase=17.9 frisbee=32.4 skis=8.7 snowboard=13.4 sports ball=16.9 kite=19.9 baseball bat=12.3 baseball glove=13.6 skateboard=30.2 surfboard=17.5 tennis racket=24.4 bottle=17.9 wine glass=17.3 cup=19.8 fork=12.3 knife=4.9 spoon=3.9 bowl=21.2 banana=14.5 apple=9.0 sandwich=22.8 orange=15.7 broccoli=14.4 carrot=9.2 hot dog=19.4 pizza=32.5 donut=24.5 cake=17.4 chair=12.7 couch=26.3 potted plant=13.8 bed=23.6 dining table=11.0 toilet=46.4 tv=38.3 laptop=42.4 mouse=29.6 remote=5.9 keyboard=30.1 cell phone=16.7 microwave=37.3 oven=18.0 toaster=11.5 sink=21.2 refrigerator=31.7 book=2.9 clock=31.2 vase=20.5 scissors=10.5 teddy bear=27.6 hair drier=0.0 toothbrush=6.9 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =23.3 [Epoch 21][Batch 9], Speed: 141.397 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.232, HeatmapFocal=2.328 [Epoch 21][Batch 19], Speed: 122.829 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.233, HeatmapFocal=2.328 [Epoch 21][Batch 29], Speed: 151.966 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.328 [Epoch 21][Batch 39], Speed: 150.207 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.327 [Epoch 21][Batch 49], Speed: 146.040 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.327 [Epoch 21][Batch 59], Speed: 157.387 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.327 [Epoch 21][Batch 69], Speed: 146.400 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.327 [Epoch 21][Batch 79], Speed: 142.203 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.326 [Epoch 21][Batch 89], Speed: 143.671 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.326 [Epoch 21][Batch 99], Speed: 157.725 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.326 [Epoch 21][Batch 109], Speed: 161.506 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.326 [Epoch 21][Batch 119], Speed: 151.430 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.325 [Epoch 21][Batch 129], Speed: 155.807 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.325 [Epoch 21][Batch 139], Speed: 149.898 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.325 [Epoch 21][Batch 149], Speed: 146.181 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.324 [Epoch 21][Batch 159], Speed: 143.736 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.324 [Epoch 21][Batch 169], Speed: 157.524 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.324 [Epoch 21][Batch 179], Speed: 157.021 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.324 [Epoch 21][Batch 189], Speed: 140.314 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.323 [Epoch 21][Batch 199], Speed: 153.215 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.323 [Epoch 21][Batch 209], Speed: 140.822 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.323 [Epoch 21][Batch 219], Speed: 146.825 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.323 [Epoch 21][Batch 229], Speed: 158.607 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.322 [Epoch 21][Batch 239], Speed: 158.624 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.322 [Epoch 21][Batch 249], Speed: 153.625 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.322 [Epoch 21][Batch 259], Speed: 138.384 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.321 [Epoch 21][Batch 269], Speed: 142.092 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.321 [Epoch 21][Batch 279], Speed: 143.953 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.321 [Epoch 21][Batch 289], Speed: 154.655 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.321 [Epoch 21][Batch 299], Speed: 154.519 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.320 [Epoch 21][Batch 309], Speed: 146.824 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.320 [Epoch 21][Batch 319], Speed: 145.890 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.320 [Epoch 21][Batch 329], Speed: 148.630 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.320 [Epoch 21][Batch 339], Speed: 141.284 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.319 [Epoch 21][Batch 349], Speed: 157.691 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.319 [Epoch 21][Batch 359], Speed: 135.564 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.319 [Epoch 21][Batch 369], Speed: 147.775 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.318 [Epoch 21][Batch 379], Speed: 142.317 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.318 [Epoch 21][Batch 389], Speed: 135.654 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.318 [Epoch 21][Batch 399], Speed: 150.803 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.318 [Epoch 21][Batch 409], Speed: 157.542 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.317 [Epoch 21][Batch 419], Speed: 162.476 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.317 [Epoch 21][Batch 429], Speed: 153.981 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.317 [Epoch 21][Batch 439], Speed: 140.983 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.317 [Epoch 21][Batch 449], Speed: 148.583 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.316 [Epoch 21][Batch 459], Speed: 153.112 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.316 [Epoch 21][Batch 469], Speed: 163.561 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.316 [Epoch 21][Batch 479], Speed: 155.477 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.316 [Epoch 21][Batch 489], Speed: 137.368 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.315 [Epoch 21][Batch 499], Speed: 153.658 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.315 [Epoch 21][Batch 509], Speed: 137.726 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.315 [Epoch 21][Batch 519], Speed: 149.225 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.315 [Epoch 21][Batch 529], Speed: 147.558 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.314 [Epoch 21][Batch 539], Speed: 154.276 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.314 [Epoch 21][Batch 549], Speed: 145.842 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.314 [Epoch 21][Batch 559], Speed: 146.946 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.314 [Epoch 21][Batch 569], Speed: 149.188 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.313 [Epoch 21][Batch 579], Speed: 145.301 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.313 [Epoch 21][Batch 589], Speed: 157.820 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.313 [Epoch 21][Batch 599], Speed: 156.738 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.312 [Epoch 21][Batch 609], Speed: 143.602 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.312 [Epoch 21][Batch 619], Speed: 152.216 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.312 [Epoch 21][Batch 629], Speed: 140.130 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.312 [Epoch 21][Batch 639], Speed: 144.119 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.311 [Epoch 21][Batch 649], Speed: 152.289 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.311 [Epoch 21][Batch 659], Speed: 158.118 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.311 [Epoch 21][Batch 669], Speed: 131.156 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.311 [Epoch 21][Batch 679], Speed: 153.429 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.310 [Epoch 21][Batch 689], Speed: 126.526 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.310 [Epoch 21][Batch 699], Speed: 149.629 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.310 [Epoch 21][Batch 709], Speed: 153.538 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.310 [Epoch 21][Batch 719], Speed: 157.783 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.309 [Epoch 21][Batch 729], Speed: 145.917 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.309 [Epoch 21][Batch 739], Speed: 141.663 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.309 [Epoch 21][Batch 749], Speed: 149.152 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.309 [Epoch 21][Batch 759], Speed: 145.954 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.308 [Epoch 21][Batch 769], Speed: 150.758 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.308 [Epoch 21][Batch 779], Speed: 143.185 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.308 [Epoch 21][Batch 789], Speed: 151.868 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.307 [Epoch 21][Batch 799], Speed: 151.843 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.307 [Epoch 21][Batch 809], Speed: 137.361 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.307 [Epoch 21][Batch 819], Speed: 140.453 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.307 [Epoch 21][Batch 829], Speed: 152.262 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.306 [Epoch 21][Batch 839], Speed: 134.753 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.306 [Epoch 21][Batch 849], Speed: 148.331 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.306 [Epoch 21][Batch 859], Speed: 150.692 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.306 [Epoch 21][Batch 869], Speed: 147.456 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 21][Batch 879], Speed: 142.979 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 21][Batch 889], Speed: 155.617 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 21][Batch 899], Speed: 150.293 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 21][Batch 909], Speed: 142.495 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.304 [Epoch 21][Batch 919], Speed: 154.913 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.304 [Epoch 21][Batch 929], Speed: 144.328 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.304 [Epoch 21][Batch 939], Speed: 150.674 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.304 [Epoch 21][Batch 949], Speed: 155.823 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.303 [Epoch 21][Batch 959], Speed: 162.819 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.303 [Epoch 21][Batch 969], Speed: 145.211 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.303 [Epoch 21][Batch 979], Speed: 140.102 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.303 [Epoch 21][Batch 989], Speed: 148.141 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.302 [Epoch 21][Batch 999], Speed: 151.257 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.302 [Epoch 21][Batch 1009], Speed: 145.439 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.302 [Epoch 21][Batch 1019], Speed: 159.513 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.302 [Epoch 21][Batch 1029], Speed: 147.980 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 21][Batch 1039], Speed: 150.338 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 21][Batch 1049], Speed: 136.578 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 21][Batch 1059], Speed: 154.066 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 21][Batch 1069], Speed: 148.029 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.300 [Epoch 21][Batch 1079], Speed: 159.166 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.300 [Epoch 21][Batch 1089], Speed: 148.001 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.300 [Epoch 21][Batch 1099], Speed: 146.709 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.300 [Epoch 21][Batch 1109], Speed: 147.128 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.299 [Epoch 21][Batch 1119], Speed: 149.511 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.299 [Epoch 21][Batch 1129], Speed: 144.665 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.299 [Epoch 21][Batch 1139], Speed: 152.280 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.299 [Epoch 21][Batch 1149], Speed: 165.017 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.298 [Epoch 21][Batch 1159], Speed: 142.090 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.298 [Epoch 21][Batch 1169], Speed: 147.374 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.298 [Epoch 21][Batch 1179], Speed: 145.618 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.298 [Epoch 21][Batch 1189], Speed: 156.249 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 21][Batch 1199], Speed: 148.463 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 21][Batch 1209], Speed: 144.531 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 21][Batch 1219], Speed: 139.481 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 21] Training cost: 796.314, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 22][Batch 9], Speed: 153.454 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.234, HeatmapFocal=2.296 [Epoch 22][Batch 19], Speed: 149.388 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.232, HeatmapFocal=2.296 [Epoch 22][Batch 29], Speed: 138.394 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.232, HeatmapFocal=2.296 [Epoch 22][Batch 39], Speed: 153.870 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.232, HeatmapFocal=2.296 [Epoch 22][Batch 49], Speed: 158.931 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.295 [Epoch 22][Batch 59], Speed: 153.212 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.295 [Epoch 22][Batch 69], Speed: 141.610 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.295 [Epoch 22][Batch 79], Speed: 138.817 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.295 [Epoch 22][Batch 89], Speed: 146.430 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.232, HeatmapFocal=2.294 [Epoch 22][Batch 99], Speed: 161.151 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.232, HeatmapFocal=2.294 [Epoch 22][Batch 109], Speed: 145.162 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.232, HeatmapFocal=2.294 [Epoch 22][Batch 119], Speed: 143.624 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.232, HeatmapFocal=2.293 [Epoch 22][Batch 129], Speed: 152.953 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.232, HeatmapFocal=2.293 [Epoch 22][Batch 139], Speed: 144.298 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.232, HeatmapFocal=2.293 [Epoch 22][Batch 149], Speed: 147.569 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.232, HeatmapFocal=2.293 [Epoch 22][Batch 159], Speed: 148.532 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.232, HeatmapFocal=2.292 [Epoch 22][Batch 169], Speed: 157.945 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.232, HeatmapFocal=2.292 [Epoch 22][Batch 179], Speed: 153.122 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.232, HeatmapFocal=2.292 [Epoch 22][Batch 189], Speed: 150.861 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.232, HeatmapFocal=2.292 [Epoch 22][Batch 199], Speed: 156.111 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.232, HeatmapFocal=2.291 [Epoch 22][Batch 209], Speed: 154.948 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.232, HeatmapFocal=2.291 [Epoch 22][Batch 219], Speed: 140.854 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.232, HeatmapFocal=2.291 [Epoch 22][Batch 229], Speed: 159.356 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.232, HeatmapFocal=2.291 [Epoch 22][Batch 239], Speed: 159.663 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.290 [Epoch 22][Batch 249], Speed: 149.086 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.290 [Epoch 22][Batch 259], Speed: 143.458 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.290 [Epoch 22][Batch 269], Speed: 138.068 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.290 [Epoch 22][Batch 279], Speed: 153.461 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.289 [Epoch 22][Batch 289], Speed: 153.486 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.289 [Epoch 22][Batch 299], Speed: 159.673 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.289 [Epoch 22][Batch 309], Speed: 140.584 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.289 [Epoch 22][Batch 319], Speed: 143.110 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.288 [Epoch 22][Batch 329], Speed: 141.403 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.288 [Epoch 22][Batch 339], Speed: 150.091 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.288 [Epoch 22][Batch 349], Speed: 147.949 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.288 [Epoch 22][Batch 359], Speed: 144.149 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 22][Batch 369], Speed: 154.134 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 22][Batch 379], Speed: 149.128 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 22][Batch 389], Speed: 160.372 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 22][Batch 399], Speed: 150.934 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 22][Batch 409], Speed: 152.164 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.286 [Epoch 22][Batch 419], Speed: 151.580 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.286 [Epoch 22][Batch 429], Speed: 155.141 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.286 [Epoch 22][Batch 439], Speed: 139.944 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.286 [Epoch 22][Batch 449], Speed: 149.442 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.285 [Epoch 22][Batch 459], Speed: 153.530 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.285 [Epoch 22][Batch 469], Speed: 155.160 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.285 [Epoch 22][Batch 479], Speed: 160.712 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.285 [Epoch 22][Batch 489], Speed: 145.175 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.284 [Epoch 22][Batch 499], Speed: 150.440 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.284 [Epoch 22][Batch 509], Speed: 140.334 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.284 [Epoch 22][Batch 519], Speed: 145.185 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.284 [Epoch 22][Batch 529], Speed: 141.677 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.283 [Epoch 22][Batch 539], Speed: 164.055 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.283 [Epoch 22][Batch 549], Speed: 150.599 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.283 [Epoch 22][Batch 559], Speed: 144.825 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.283 [Epoch 22][Batch 569], Speed: 154.246 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.282 [Epoch 22][Batch 579], Speed: 152.672 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.282 [Epoch 22][Batch 589], Speed: 142.434 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.282 [Epoch 22][Batch 599], Speed: 155.886 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.282 [Epoch 22][Batch 609], Speed: 141.296 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 22][Batch 619], Speed: 143.834 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 22][Batch 629], Speed: 144.353 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 22][Batch 639], Speed: 154.419 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 22][Batch 649], Speed: 153.974 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.280 [Epoch 22][Batch 659], Speed: 162.216 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.280 [Epoch 22][Batch 669], Speed: 149.766 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.280 [Epoch 22][Batch 679], Speed: 156.258 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.280 [Epoch 22][Batch 689], Speed: 157.282 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 22][Batch 699], Speed: 160.087 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 22][Batch 709], Speed: 155.006 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 22][Batch 719], Speed: 161.976 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 22][Batch 729], Speed: 144.037 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 22][Batch 739], Speed: 153.893 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.278 [Epoch 22][Batch 749], Speed: 154.499 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.278 [Epoch 22][Batch 759], Speed: 153.047 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.278 [Epoch 22][Batch 769], Speed: 146.838 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.278 [Epoch 22][Batch 779], Speed: 164.227 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.277 [Epoch 22][Batch 789], Speed: 147.031 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.277 [Epoch 22][Batch 799], Speed: 143.255 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.277 [Epoch 22][Batch 809], Speed: 146.259 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.277 [Epoch 22][Batch 819], Speed: 155.383 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.276 [Epoch 22][Batch 829], Speed: 143.643 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.276 [Epoch 22][Batch 839], Speed: 164.183 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.276 [Epoch 22][Batch 849], Speed: 150.844 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.276 [Epoch 22][Batch 859], Speed: 143.388 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.275 [Epoch 22][Batch 869], Speed: 145.422 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.275 [Epoch 22][Batch 879], Speed: 151.954 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.275 [Epoch 22][Batch 889], Speed: 154.160 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.275 [Epoch 22][Batch 899], Speed: 162.997 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.274 [Epoch 22][Batch 909], Speed: 145.103 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.274 [Epoch 22][Batch 919], Speed: 143.153 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.274 [Epoch 22][Batch 929], Speed: 143.798 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.274 [Epoch 22][Batch 939], Speed: 140.202 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.273 [Epoch 22][Batch 949], Speed: 141.477 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.273 [Epoch 22][Batch 959], Speed: 165.113 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.273 [Epoch 22][Batch 969], Speed: 150.930 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.273 [Epoch 22][Batch 979], Speed: 145.327 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.273 [Epoch 22][Batch 989], Speed: 144.811 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 22][Batch 999], Speed: 150.560 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 22][Batch 1009], Speed: 131.663 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 22][Batch 1019], Speed: 161.164 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 22][Batch 1029], Speed: 150.047 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.271 [Epoch 22][Batch 1039], Speed: 147.783 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.271 [Epoch 22][Batch 1049], Speed: 144.066 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.271 [Epoch 22][Batch 1059], Speed: 153.808 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.271 [Epoch 22][Batch 1069], Speed: 158.321 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.270 [Epoch 22][Batch 1079], Speed: 162.637 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.270 [Epoch 22][Batch 1089], Speed: 144.614 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.270 [Epoch 22][Batch 1099], Speed: 137.332 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.270 [Epoch 22][Batch 1109], Speed: 141.672 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 22][Batch 1119], Speed: 156.178 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 22][Batch 1129], Speed: 144.137 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 22][Batch 1139], Speed: 151.120 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 22][Batch 1149], Speed: 139.913 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 22][Batch 1159], Speed: 151.105 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.268 [Epoch 22][Batch 1169], Speed: 148.224 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.268 [Epoch 22][Batch 1179], Speed: 146.102 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.268 [Epoch 22][Batch 1189], Speed: 154.913 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.268 [Epoch 22][Batch 1199], Speed: 151.654 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.267 [Epoch 22][Batch 1209], Speed: 151.313 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.267 [Epoch 22][Batch 1219], Speed: 141.140 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.267 [Epoch 22] Training cost: 794.814, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.267 [Epoch 23][Batch 9], Speed: 137.530 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.230, HeatmapFocal=2.267 [Epoch 23][Batch 19], Speed: 143.734 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 23][Batch 29], Speed: 140.696 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 23][Batch 39], Speed: 155.440 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 23][Batch 49], Speed: 159.628 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 23][Batch 59], Speed: 157.472 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.265 [Epoch 23][Batch 69], Speed: 141.396 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.265 [Epoch 23][Batch 79], Speed: 152.040 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.265 [Epoch 23][Batch 89], Speed: 155.765 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.265 [Epoch 23][Batch 99], Speed: 156.200 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 23][Batch 109], Speed: 159.166 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 23][Batch 119], Speed: 154.069 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 23][Batch 129], Speed: 145.393 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 23][Batch 139], Speed: 148.354 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 23][Batch 149], Speed: 153.266 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 23][Batch 159], Speed: 158.248 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 23][Batch 169], Speed: 153.000 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.263 [Epoch 23][Batch 179], Speed: 161.804 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 23][Batch 189], Speed: 136.404 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.262 [Epoch 23][Batch 199], Speed: 156.444 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.262 [Epoch 23][Batch 209], Speed: 143.580 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.262 [Epoch 23][Batch 219], Speed: 149.794 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.262 [Epoch 23][Batch 229], Speed: 153.806 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 23][Batch 239], Speed: 152.451 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 23][Batch 249], Speed: 157.868 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 23][Batch 259], Speed: 139.916 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 23][Batch 269], Speed: 152.103 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.260 [Epoch 23][Batch 279], Speed: 152.301 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.260 [Epoch 23][Batch 289], Speed: 158.286 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.260 [Epoch 23][Batch 299], Speed: 156.796 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.260 [Epoch 23][Batch 309], Speed: 145.341 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.259 [Epoch 23][Batch 319], Speed: 153.715 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.259 [Epoch 23][Batch 329], Speed: 150.995 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.259 [Epoch 23][Batch 339], Speed: 144.409 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.259 [Epoch 23][Batch 349], Speed: 155.116 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.259 [Epoch 23][Batch 359], Speed: 160.248 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.258 [Epoch 23][Batch 369], Speed: 156.155 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.258 [Epoch 23][Batch 379], Speed: 139.159 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.258 [Epoch 23][Batch 389], Speed: 147.932 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.258 [Epoch 23][Batch 399], Speed: 152.009 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.257 [Epoch 23][Batch 409], Speed: 157.748 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.257 [Epoch 23][Batch 419], Speed: 160.630 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.257 [Epoch 23][Batch 429], Speed: 139.990 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.257 [Epoch 23][Batch 439], Speed: 143.175 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.256 [Epoch 23][Batch 449], Speed: 154.879 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.256 [Epoch 23][Batch 459], Speed: 152.671 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.256 [Epoch 23][Batch 469], Speed: 152.004 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.256 [Epoch 23][Batch 479], Speed: 162.253 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.256 [Epoch 23][Batch 489], Speed: 143.660 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.255 [Epoch 23][Batch 499], Speed: 160.176 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.255 [Epoch 23][Batch 509], Speed: 156.496 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.255 [Epoch 23][Batch 519], Speed: 156.146 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.255 [Epoch 23][Batch 529], Speed: 141.579 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.254 [Epoch 23][Batch 539], Speed: 162.328 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.254 [Epoch 23][Batch 549], Speed: 156.421 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.254 [Epoch 23][Batch 559], Speed: 153.456 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.254 [Epoch 23][Batch 569], Speed: 148.039 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.253 [Epoch 23][Batch 579], Speed: 151.957 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.253 [Epoch 23][Batch 589], Speed: 162.463 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.253 [Epoch 23][Batch 599], Speed: 160.639 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.253 [Epoch 23][Batch 609], Speed: 136.784 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.252 [Epoch 23][Batch 619], Speed: 142.530 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.252 [Epoch 23][Batch 629], Speed: 143.422 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.252 [Epoch 23][Batch 639], Speed: 148.948 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.252 [Epoch 23][Batch 649], Speed: 161.048 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.252 [Epoch 23][Batch 659], Speed: 163.344 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.251 [Epoch 23][Batch 669], Speed: 146.855 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.251 [Epoch 23][Batch 679], Speed: 155.333 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.251 [Epoch 23][Batch 689], Speed: 152.374 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.251 [Epoch 23][Batch 699], Speed: 149.509 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 23][Batch 709], Speed: 158.786 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 23][Batch 719], Speed: 155.578 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 23][Batch 729], Speed: 142.027 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 23][Batch 739], Speed: 154.782 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 23][Batch 749], Speed: 149.474 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 23][Batch 759], Speed: 140.406 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 23][Batch 769], Speed: 158.933 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 23][Batch 779], Speed: 162.443 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 23][Batch 789], Speed: 135.242 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 23][Batch 799], Speed: 160.110 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 23][Batch 809], Speed: 157.189 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 23][Batch 819], Speed: 150.847 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 23][Batch 829], Speed: 158.311 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 23][Batch 839], Speed: 159.715 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 23][Batch 849], Speed: 142.610 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 23][Batch 859], Speed: 144.539 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 23][Batch 869], Speed: 156.560 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 23][Batch 879], Speed: 155.777 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 23][Batch 889], Speed: 165.482 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 23][Batch 899], Speed: 152.347 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 23][Batch 909], Speed: 152.836 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 23][Batch 919], Speed: 153.815 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 23][Batch 929], Speed: 156.932 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 23][Batch 939], Speed: 143.694 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 23][Batch 949], Speed: 164.136 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 23][Batch 959], Speed: 156.570 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 23][Batch 969], Speed: 149.244 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 23][Batch 979], Speed: 149.490 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.244 [Epoch 23][Batch 989], Speed: 156.483 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.244 [Epoch 23][Batch 999], Speed: 155.927 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.244 [Epoch 23][Batch 1009], Speed: 158.543 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.244 [Epoch 23][Batch 1019], Speed: 150.246 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.243 [Epoch 23][Batch 1029], Speed: 143.757 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.243 [Epoch 23][Batch 1039], Speed: 149.799 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.243 [Epoch 23][Batch 1049], Speed: 146.731 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.243 [Epoch 23][Batch 1059], Speed: 151.081 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.243 [Epoch 23][Batch 1069], Speed: 158.350 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 23][Batch 1079], Speed: 155.946 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 23][Batch 1089], Speed: 151.302 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 23][Batch 1099], Speed: 143.516 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 23][Batch 1109], Speed: 155.028 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.241 [Epoch 23][Batch 1119], Speed: 139.741 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.241 [Epoch 23][Batch 1129], Speed: 158.415 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.241 [Epoch 23][Batch 1139], Speed: 151.643 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.241 [Epoch 23][Batch 1149], Speed: 147.860 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.241 [Epoch 23][Batch 1159], Speed: 146.184 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 23][Batch 1169], Speed: 155.673 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 23][Batch 1179], Speed: 152.615 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 23][Batch 1189], Speed: 158.614 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 23][Batch 1199], Speed: 143.676 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 23][Batch 1209], Speed: 151.385 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 23][Batch 1219], Speed: 143.231 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 23] Training cost: 797.695, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 24][Batch 9], Speed: 145.624 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.239 [Epoch 24][Batch 19], Speed: 149.971 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.239 [Epoch 24][Batch 29], Speed: 158.106 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.231, HeatmapFocal=2.238 [Epoch 24][Batch 39], Speed: 142.874 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.238 [Epoch 24][Batch 49], Speed: 151.538 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.238 [Epoch 24][Batch 59], Speed: 155.622 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.238 [Epoch 24][Batch 69], Speed: 156.444 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 24][Batch 79], Speed: 145.371 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 24][Batch 89], Speed: 164.521 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 24][Batch 99], Speed: 139.702 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 24][Batch 109], Speed: 144.969 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 24][Batch 119], Speed: 152.388 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 24][Batch 129], Speed: 150.625 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 24][Batch 139], Speed: 153.617 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 24][Batch 149], Speed: 152.593 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 24][Batch 159], Speed: 153.715 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.231, HeatmapFocal=2.235 [Epoch 24][Batch 169], Speed: 147.272 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.235 [Epoch 24][Batch 179], Speed: 158.504 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.235 [Epoch 24][Batch 189], Speed: 144.663 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.235 [Epoch 24][Batch 199], Speed: 152.571 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.231, HeatmapFocal=2.235 [Epoch 24][Batch 209], Speed: 150.647 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.234 [Epoch 24][Batch 219], Speed: 151.440 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.234 [Epoch 24][Batch 229], Speed: 157.397 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.234 [Epoch 24][Batch 239], Speed: 158.283 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.234 [Epoch 24][Batch 249], Speed: 144.157 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.233 [Epoch 24][Batch 259], Speed: 156.331 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.233 [Epoch 24][Batch 269], Speed: 151.782 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.233 [Epoch 24][Batch 279], Speed: 148.749 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.233 [Epoch 24][Batch 289], Speed: 157.318 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 24][Batch 299], Speed: 159.619 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.232 [Epoch 24][Batch 309], Speed: 135.810 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.232 [Epoch 24][Batch 319], Speed: 146.321 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.232 [Epoch 24][Batch 329], Speed: 154.006 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.232 [Epoch 24][Batch 339], Speed: 156.223 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.232 [Epoch 24][Batch 349], Speed: 150.613 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.231 [Epoch 24][Batch 359], Speed: 145.926 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.231 [Epoch 24][Batch 369], Speed: 151.042 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.231 [Epoch 24][Batch 379], Speed: 147.569 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.231 [Epoch 24][Batch 389], Speed: 154.237 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.230 [Epoch 24][Batch 399], Speed: 138.899 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.230 [Epoch 24][Batch 409], Speed: 145.468 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.230 [Epoch 24][Batch 419], Speed: 142.682 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.230 [Epoch 24][Batch 429], Speed: 150.106 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.230 [Epoch 24][Batch 439], Speed: 147.641 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.229 [Epoch 24][Batch 449], Speed: 148.458 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.229 [Epoch 24][Batch 459], Speed: 153.540 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.229 [Epoch 24][Batch 469], Speed: 138.065 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.229 [Epoch 24][Batch 479], Speed: 157.415 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.228 [Epoch 24][Batch 489], Speed: 140.810 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.228 [Epoch 24][Batch 499], Speed: 139.434 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.228 [Epoch 24][Batch 509], Speed: 153.251 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.228 [Epoch 24][Batch 519], Speed: 157.062 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.228 [Epoch 24][Batch 529], Speed: 140.581 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.227 [Epoch 24][Batch 539], Speed: 145.139 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.227 [Epoch 24][Batch 549], Speed: 146.308 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.227 [Epoch 24][Batch 559], Speed: 140.694 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.227 [Epoch 24][Batch 569], Speed: 155.826 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.227 [Epoch 24][Batch 579], Speed: 142.028 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.226 [Epoch 24][Batch 589], Speed: 162.340 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.226 [Epoch 24][Batch 599], Speed: 153.362 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.226 [Epoch 24][Batch 609], Speed: 145.847 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.226 [Epoch 24][Batch 619], Speed: 142.528 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.225 [Epoch 24][Batch 629], Speed: 150.379 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.225 [Epoch 24][Batch 639], Speed: 149.226 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.225 [Epoch 24][Batch 649], Speed: 153.715 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.225 [Epoch 24][Batch 659], Speed: 157.778 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.225 [Epoch 24][Batch 669], Speed: 143.464 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.224 [Epoch 24][Batch 679], Speed: 137.785 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.224 [Epoch 24][Batch 689], Speed: 156.661 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.224 [Epoch 24][Batch 699], Speed: 148.696 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.224 [Epoch 24][Batch 709], Speed: 154.526 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.224 [Epoch 24][Batch 719], Speed: 155.304 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 24][Batch 729], Speed: 151.028 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 24][Batch 739], Speed: 143.141 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 24][Batch 749], Speed: 156.699 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 24][Batch 759], Speed: 142.513 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 24][Batch 769], Speed: 141.449 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 24][Batch 779], Speed: 158.369 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 24][Batch 789], Speed: 146.729 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 24][Batch 799], Speed: 157.490 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 24][Batch 809], Speed: 153.705 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 24][Batch 819], Speed: 141.549 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 24][Batch 829], Speed: 158.033 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 24][Batch 839], Speed: 159.569 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 24][Batch 849], Speed: 150.882 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 24][Batch 859], Speed: 149.327 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 24][Batch 869], Speed: 155.999 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 24][Batch 879], Speed: 133.183 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 24][Batch 889], Speed: 154.883 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 24][Batch 899], Speed: 152.468 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 24][Batch 909], Speed: 154.439 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 24][Batch 919], Speed: 150.242 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 24][Batch 929], Speed: 160.966 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 24][Batch 939], Speed: 151.516 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 24][Batch 949], Speed: 150.538 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 24][Batch 959], Speed: 158.083 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 24][Batch 969], Speed: 142.327 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 24][Batch 979], Speed: 152.019 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 24][Batch 989], Speed: 146.896 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 24][Batch 999], Speed: 152.609 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 24][Batch 1009], Speed: 144.547 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 24][Batch 1019], Speed: 158.614 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 24][Batch 1029], Speed: 145.504 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 24][Batch 1039], Speed: 154.873 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 24][Batch 1049], Speed: 141.516 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 24][Batch 1059], Speed: 152.842 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 24][Batch 1069], Speed: 145.292 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 24][Batch 1079], Speed: 154.968 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 24][Batch 1089], Speed: 149.924 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 24][Batch 1099], Speed: 155.069 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 24][Batch 1109], Speed: 153.656 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 24][Batch 1119], Speed: 152.860 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 24][Batch 1129], Speed: 145.128 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 24][Batch 1139], Speed: 144.430 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 24][Batch 1149], Speed: 162.120 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 24][Batch 1159], Speed: 160.453 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 24][Batch 1169], Speed: 157.479 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 24][Batch 1179], Speed: 150.795 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 24][Batch 1189], Speed: 154.727 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 24][Batch 1199], Speed: 164.221 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 24][Batch 1209], Speed: 163.703 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 24][Batch 1219], Speed: 162.778 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 24] Training cost: 799.188, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 25][Batch 9], Speed: 143.613 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.228, HeatmapFocal=2.213 [Epoch 25][Batch 19], Speed: 149.535 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.228, HeatmapFocal=2.213 [Epoch 25][Batch 29], Speed: 155.633 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.212 [Epoch 25][Batch 39], Speed: 150.927 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.212 [Epoch 25][Batch 49], Speed: 147.898 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.212 [Epoch 25][Batch 59], Speed: 151.474 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.212 [Epoch 25][Batch 69], Speed: 139.677 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.212 [Epoch 25][Batch 79], Speed: 140.432 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.211 [Epoch 25][Batch 89], Speed: 161.944 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.211 [Epoch 25][Batch 99], Speed: 153.148 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.211 [Epoch 25][Batch 109], Speed: 148.015 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.211 [Epoch 25][Batch 119], Speed: 158.191 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.210 [Epoch 25][Batch 129], Speed: 154.783 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 25][Batch 139], Speed: 138.622 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 25][Batch 149], Speed: 159.739 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 25][Batch 159], Speed: 147.718 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 25][Batch 169], Speed: 145.909 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 25][Batch 179], Speed: 161.297 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 25][Batch 189], Speed: 146.789 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 25][Batch 199], Speed: 142.506 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 25][Batch 209], Speed: 157.795 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 25][Batch 219], Speed: 145.818 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.208 [Epoch 25][Batch 229], Speed: 157.940 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.208 [Epoch 25][Batch 239], Speed: 160.453 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.208 [Epoch 25][Batch 249], Speed: 154.691 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.208 [Epoch 25][Batch 259], Speed: 148.611 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.208 [Epoch 25][Batch 269], Speed: 148.272 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.207 [Epoch 25][Batch 279], Speed: 154.385 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.207 [Epoch 25][Batch 289], Speed: 153.267 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.207 [Epoch 25][Batch 299], Speed: 161.018 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.207 [Epoch 25][Batch 309], Speed: 148.646 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.207 [Epoch 25][Batch 319], Speed: 137.677 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.206 [Epoch 25][Batch 329], Speed: 158.369 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.206 [Epoch 25][Batch 339], Speed: 154.274 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.206 [Epoch 25][Batch 349], Speed: 153.060 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.206 [Epoch 25][Batch 359], Speed: 158.900 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.206 [Epoch 25][Batch 369], Speed: 153.604 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.205 [Epoch 25][Batch 379], Speed: 137.405 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.205 [Epoch 25][Batch 389], Speed: 157.221 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.205 [Epoch 25][Batch 399], Speed: 153.287 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.205 [Epoch 25][Batch 409], Speed: 154.464 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.205 [Epoch 25][Batch 419], Speed: 149.909 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.204 [Epoch 25][Batch 429], Speed: 139.364 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.204 [Epoch 25][Batch 439], Speed: 150.941 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.204 [Epoch 25][Batch 449], Speed: 150.056 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.204 [Epoch 25][Batch 459], Speed: 154.627 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.204 [Epoch 25][Batch 469], Speed: 157.861 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.203 [Epoch 25][Batch 479], Speed: 156.556 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.203 [Epoch 25][Batch 489], Speed: 146.781 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.203 [Epoch 25][Batch 499], Speed: 153.306 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.203 [Epoch 25][Batch 509], Speed: 149.378 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.203 [Epoch 25][Batch 519], Speed: 152.792 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.202 [Epoch 25][Batch 529], Speed: 150.879 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.202 [Epoch 25][Batch 539], Speed: 159.015 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.202 [Epoch 25][Batch 549], Speed: 152.868 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.202 [Epoch 25][Batch 559], Speed: 150.212 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.202 [Epoch 25][Batch 569], Speed: 150.325 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 25][Batch 579], Speed: 155.379 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 25][Batch 589], Speed: 157.111 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 25][Batch 599], Speed: 142.635 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 25][Batch 609], Speed: 147.849 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 25][Batch 619], Speed: 141.413 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.200 [Epoch 25][Batch 629], Speed: 143.486 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.200 [Epoch 25][Batch 639], Speed: 152.864 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.200 [Epoch 25][Batch 649], Speed: 155.626 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.200 [Epoch 25][Batch 659], Speed: 148.902 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.200 [Epoch 25][Batch 669], Speed: 146.988 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.199 [Epoch 25][Batch 679], Speed: 135.880 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.199 [Epoch 25][Batch 689], Speed: 160.361 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.199 [Epoch 25][Batch 699], Speed: 144.711 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.199 [Epoch 25][Batch 709], Speed: 150.391 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.199 [Epoch 25][Batch 719], Speed: 145.950 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.198 [Epoch 25][Batch 729], Speed: 150.779 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.198 [Epoch 25][Batch 739], Speed: 150.690 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.198 [Epoch 25][Batch 749], Speed: 130.993 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.198 [Epoch 25][Batch 759], Speed: 154.976 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.198 [Epoch 25][Batch 769], Speed: 156.577 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 25][Batch 779], Speed: 149.800 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 25][Batch 789], Speed: 142.149 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 25][Batch 799], Speed: 132.234 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 25][Batch 809], Speed: 154.319 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 25][Batch 819], Speed: 158.724 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.196 [Epoch 25][Batch 829], Speed: 160.929 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.196 [Epoch 25][Batch 839], Speed: 140.032 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.196 [Epoch 25][Batch 849], Speed: 149.699 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.196 [Epoch 25][Batch 859], Speed: 139.288 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.196 [Epoch 25][Batch 869], Speed: 147.353 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.195 [Epoch 25][Batch 879], Speed: 157.131 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.195 [Epoch 25][Batch 889], Speed: 154.687 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.195 [Epoch 25][Batch 899], Speed: 145.883 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.195 [Epoch 25][Batch 909], Speed: 144.908 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.195 [Epoch 25][Batch 919], Speed: 145.550 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.194 [Epoch 25][Batch 929], Speed: 149.460 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.194 [Epoch 25][Batch 939], Speed: 156.646 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.194 [Epoch 25][Batch 949], Speed: 153.925 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.194 [Epoch 25][Batch 959], Speed: 156.088 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.194 [Epoch 25][Batch 969], Speed: 144.828 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 25][Batch 979], Speed: 146.592 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 25][Batch 989], Speed: 153.697 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 25][Batch 999], Speed: 159.030 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 25][Batch 1009], Speed: 155.521 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 25][Batch 1019], Speed: 154.388 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 25][Batch 1029], Speed: 144.278 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 25][Batch 1039], Speed: 145.527 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 25][Batch 1049], Speed: 149.166 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 25][Batch 1059], Speed: 158.771 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 25][Batch 1069], Speed: 155.539 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 25][Batch 1079], Speed: 153.204 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 25][Batch 1089], Speed: 149.215 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 25][Batch 1099], Speed: 144.588 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 25][Batch 1109], Speed: 149.199 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 25][Batch 1119], Speed: 141.519 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 25][Batch 1129], Speed: 148.955 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 25][Batch 1139], Speed: 152.672 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 25][Batch 1149], Speed: 148.598 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 25][Batch 1159], Speed: 149.312 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 25][Batch 1169], Speed: 144.077 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 25][Batch 1179], Speed: 152.845 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 25][Batch 1189], Speed: 128.674 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 25][Batch 1199], Speed: 146.461 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 25][Batch 1209], Speed: 161.257 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 25][Batch 1219], Speed: 145.571 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 25] Training cost: 797.246, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 26][Batch 9], Speed: 140.659 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.188 [Epoch 26][Batch 19], Speed: 148.129 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.188 [Epoch 26][Batch 29], Speed: 153.639 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=2.188 [Epoch 26][Batch 39], Speed: 147.873 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.188 [Epoch 26][Batch 49], Speed: 156.680 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.188 [Epoch 26][Batch 59], Speed: 160.356 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 26][Batch 69], Speed: 135.923 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 26][Batch 79], Speed: 139.955 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.187 [Epoch 26][Batch 89], Speed: 147.630 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 26][Batch 99], Speed: 147.125 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 26][Batch 109], Speed: 159.423 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 26][Batch 119], Speed: 153.386 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 26][Batch 129], Speed: 140.907 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 26][Batch 139], Speed: 144.306 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 26][Batch 149], Speed: 147.034 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 26][Batch 159], Speed: 150.751 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 26][Batch 169], Speed: 133.810 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 26][Batch 179], Speed: 146.715 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 26][Batch 189], Speed: 151.043 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 26][Batch 199], Speed: 153.587 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 26][Batch 209], Speed: 143.956 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 26][Batch 219], Speed: 160.942 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 26][Batch 229], Speed: 150.619 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 26][Batch 239], Speed: 160.400 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 26][Batch 249], Speed: 144.549 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 26][Batch 259], Speed: 144.707 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 26][Batch 269], Speed: 153.491 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 26][Batch 279], Speed: 156.708 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 26][Batch 289], Speed: 158.547 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 26][Batch 299], Speed: 163.770 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 26][Batch 309], Speed: 146.819 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 26][Batch 319], Speed: 147.814 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 26][Batch 329], Speed: 143.674 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 26][Batch 339], Speed: 154.248 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 26][Batch 349], Speed: 150.198 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 26][Batch 359], Speed: 161.773 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 26][Batch 369], Speed: 143.552 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 26][Batch 379], Speed: 151.666 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 26][Batch 389], Speed: 137.692 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 26][Batch 399], Speed: 151.380 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 26][Batch 409], Speed: 152.785 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 26][Batch 419], Speed: 145.095 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 26][Batch 429], Speed: 144.244 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 26][Batch 439], Speed: 153.992 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 26][Batch 449], Speed: 142.492 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 26][Batch 459], Speed: 152.774 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 26][Batch 469], Speed: 154.557 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 26][Batch 479], Speed: 163.522 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 26][Batch 489], Speed: 141.151 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 26][Batch 499], Speed: 145.514 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 26][Batch 509], Speed: 150.232 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 26][Batch 519], Speed: 150.145 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 26][Batch 529], Speed: 153.388 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 26][Batch 539], Speed: 165.159 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 26][Batch 549], Speed: 150.943 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 26][Batch 559], Speed: 150.921 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 26][Batch 569], Speed: 157.676 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 26][Batch 579], Speed: 153.482 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 26][Batch 589], Speed: 143.361 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 26][Batch 599], Speed: 161.331 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 26][Batch 609], Speed: 155.714 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 26][Batch 619], Speed: 148.710 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 26][Batch 629], Speed: 142.146 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 26][Batch 639], Speed: 156.595 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 26][Batch 649], Speed: 155.356 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 26][Batch 659], Speed: 159.995 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 26][Batch 669], Speed: 129.378 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 26][Batch 679], Speed: 156.296 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 26][Batch 689], Speed: 141.671 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 26][Batch 699], Speed: 159.107 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 26][Batch 709], Speed: 147.407 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 26][Batch 719], Speed: 158.646 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 26][Batch 729], Speed: 145.392 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 26][Batch 739], Speed: 149.217 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 26][Batch 749], Speed: 159.770 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 26][Batch 759], Speed: 156.997 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 26][Batch 769], Speed: 151.475 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 26][Batch 779], Speed: 152.877 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 26][Batch 789], Speed: 140.350 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 26][Batch 799], Speed: 143.251 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 26][Batch 809], Speed: 145.341 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 26][Batch 819], Speed: 140.984 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 26][Batch 829], Speed: 152.370 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 26][Batch 839], Speed: 162.494 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 26][Batch 849], Speed: 149.303 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 26][Batch 859], Speed: 145.889 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 26][Batch 869], Speed: 143.559 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 26][Batch 879], Speed: 151.403 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 26][Batch 889], Speed: 157.673 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 26][Batch 899], Speed: 158.988 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 26][Batch 909], Speed: 137.466 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 26][Batch 919], Speed: 148.120 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 26][Batch 929], Speed: 150.396 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 26][Batch 939], Speed: 154.130 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 26][Batch 949], Speed: 161.218 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 26][Batch 959], Speed: 159.176 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 26][Batch 969], Speed: 150.200 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 26][Batch 979], Speed: 148.326 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 26][Batch 989], Speed: 137.270 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 26][Batch 999], Speed: 154.459 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 26][Batch 1009], Speed: 145.738 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 26][Batch 1019], Speed: 150.696 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 26][Batch 1029], Speed: 146.112 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 26][Batch 1039], Speed: 148.607 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 26][Batch 1049], Speed: 152.756 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 26][Batch 1059], Speed: 150.979 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 26][Batch 1069], Speed: 142.977 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 26][Batch 1079], Speed: 153.302 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 26][Batch 1089], Speed: 152.197 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 26][Batch 1099], Speed: 149.069 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 26][Batch 1109], Speed: 158.394 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 26][Batch 1119], Speed: 152.542 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 26][Batch 1129], Speed: 162.862 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 26][Batch 1139], Speed: 147.186 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 26][Batch 1149], Speed: 150.318 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 26][Batch 1159], Speed: 143.699 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 26][Batch 1169], Speed: 144.232 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 26][Batch 1179], Speed: 142.501 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 26][Batch 1189], Speed: 145.030 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 26][Batch 1199], Speed: 147.895 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 26][Batch 1209], Speed: 143.468 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 26][Batch 1219], Speed: 143.514 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 26] Training cost: 802.109, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 27][Batch 9], Speed: 131.149 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.231, HeatmapFocal=2.166 [Epoch 27][Batch 19], Speed: 149.546 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 27][Batch 29], Speed: 149.731 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.165 [Epoch 27][Batch 39], Speed: 152.801 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 27][Batch 49], Speed: 153.239 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 27][Batch 59], Speed: 141.206 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 27][Batch 69], Speed: 153.797 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.164 [Epoch 27][Batch 79], Speed: 146.814 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.164 [Epoch 27][Batch 89], Speed: 153.366 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.164 [Epoch 27][Batch 99], Speed: 157.052 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.164 [Epoch 27][Batch 109], Speed: 147.512 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.164 [Epoch 27][Batch 119], Speed: 145.457 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.163 [Epoch 27][Batch 129], Speed: 142.733 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.163 [Epoch 27][Batch 139], Speed: 140.156 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.163 [Epoch 27][Batch 149], Speed: 146.070 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.163 [Epoch 27][Batch 159], Speed: 147.579 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.163 [Epoch 27][Batch 169], Speed: 154.377 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.163 [Epoch 27][Batch 179], Speed: 154.855 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 27][Batch 189], Speed: 142.715 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 27][Batch 199], Speed: 149.972 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 27][Batch 209], Speed: 155.230 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 27][Batch 219], Speed: 147.796 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 27][Batch 229], Speed: 142.328 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 27][Batch 239], Speed: 151.642 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 27][Batch 249], Speed: 140.660 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 27][Batch 259], Speed: 159.881 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 27][Batch 269], Speed: 141.108 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 27][Batch 279], Speed: 148.654 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.160 [Epoch 27][Batch 289], Speed: 153.781 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.160 [Epoch 27][Batch 299], Speed: 166.963 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.160 [Epoch 27][Batch 309], Speed: 147.953 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.160 [Epoch 27][Batch 319], Speed: 135.433 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.160 [Epoch 27][Batch 329], Speed: 156.854 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.160 [Epoch 27][Batch 339], Speed: 151.443 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.159 [Epoch 27][Batch 349], Speed: 155.699 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.159 [Epoch 27][Batch 359], Speed: 160.506 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.159 [Epoch 27][Batch 369], Speed: 142.524 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.159 [Epoch 27][Batch 379], Speed: 145.771 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.159 [Epoch 27][Batch 389], Speed: 157.960 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.158 [Epoch 27][Batch 399], Speed: 149.433 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.158 [Epoch 27][Batch 409], Speed: 158.410 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.158 [Epoch 27][Batch 419], Speed: 148.951 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.158 [Epoch 27][Batch 429], Speed: 137.937 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.158 [Epoch 27][Batch 439], Speed: 149.519 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.158 [Epoch 27][Batch 449], Speed: 157.211 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.157 [Epoch 27][Batch 459], Speed: 146.936 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.157 [Epoch 27][Batch 469], Speed: 146.743 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.157 [Epoch 27][Batch 479], Speed: 160.421 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.157 [Epoch 27][Batch 489], Speed: 135.722 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.157 [Epoch 27][Batch 499], Speed: 157.860 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.156 [Epoch 27][Batch 509], Speed: 147.464 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.156 [Epoch 27][Batch 519], Speed: 139.723 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.156 [Epoch 27][Batch 529], Speed: 145.124 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.156 [Epoch 27][Batch 539], Speed: 159.859 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.156 [Epoch 27][Batch 549], Speed: 137.230 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.156 [Epoch 27][Batch 559], Speed: 150.347 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.155 [Epoch 27][Batch 569], Speed: 150.520 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.155 [Epoch 27][Batch 579], Speed: 143.573 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.155 [Epoch 27][Batch 589], Speed: 145.301 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.155 [Epoch 27][Batch 599], Speed: 155.730 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.155 [Epoch 27][Batch 609], Speed: 143.843 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.155 [Epoch 27][Batch 619], Speed: 146.044 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.154 [Epoch 27][Batch 629], Speed: 145.133 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.154 [Epoch 27][Batch 639], Speed: 150.804 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.154 [Epoch 27][Batch 649], Speed: 155.060 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.154 [Epoch 27][Batch 659], Speed: 152.046 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.154 [Epoch 27][Batch 669], Speed: 137.002 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.153 [Epoch 27][Batch 679], Speed: 146.307 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.153 [Epoch 27][Batch 689], Speed: 146.653 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.153 [Epoch 27][Batch 699], Speed: 158.086 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.153 [Epoch 27][Batch 709], Speed: 159.600 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.153 [Epoch 27][Batch 719], Speed: 161.739 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.153 [Epoch 27][Batch 729], Speed: 144.755 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.152 [Epoch 27][Batch 739], Speed: 157.868 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.152 [Epoch 27][Batch 749], Speed: 156.951 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.152 [Epoch 27][Batch 759], Speed: 154.841 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.152 [Epoch 27][Batch 769], Speed: 152.978 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.152 [Epoch 27][Batch 779], Speed: 161.603 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.152 [Epoch 27][Batch 789], Speed: 145.277 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.151 [Epoch 27][Batch 799], Speed: 157.078 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.151 [Epoch 27][Batch 809], Speed: 143.689 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.151 [Epoch 27][Batch 819], Speed: 148.222 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.151 [Epoch 27][Batch 829], Speed: 153.238 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.151 [Epoch 27][Batch 839], Speed: 147.837 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.151 [Epoch 27][Batch 849], Speed: 143.723 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.150 [Epoch 27][Batch 859], Speed: 141.554 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.150 [Epoch 27][Batch 869], Speed: 152.991 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.150 [Epoch 27][Batch 879], Speed: 153.156 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.150 [Epoch 27][Batch 889], Speed: 137.473 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.150 [Epoch 27][Batch 899], Speed: 153.925 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.149 [Epoch 27][Batch 909], Speed: 138.521 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 27][Batch 919], Speed: 151.973 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 27][Batch 929], Speed: 142.520 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 27][Batch 939], Speed: 139.896 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 27][Batch 949], Speed: 148.584 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 27][Batch 959], Speed: 153.178 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 27][Batch 969], Speed: 144.135 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.148 [Epoch 27][Batch 979], Speed: 137.176 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 27][Batch 989], Speed: 139.725 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.148 [Epoch 27][Batch 999], Speed: 147.817 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.148 [Epoch 27][Batch 1009], Speed: 152.883 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.148 [Epoch 27][Batch 1019], Speed: 157.807 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 27][Batch 1029], Speed: 150.540 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 27][Batch 1039], Speed: 154.386 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 27][Batch 1049], Speed: 147.501 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 27][Batch 1059], Speed: 153.817 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 27][Batch 1069], Speed: 148.025 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 27][Batch 1079], Speed: 155.500 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 27][Batch 1089], Speed: 131.476 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 27][Batch 1099], Speed: 157.098 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.146 [Epoch 27][Batch 1109], Speed: 159.118 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 27][Batch 1119], Speed: 159.375 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 27][Batch 1129], Speed: 160.954 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 27][Batch 1139], Speed: 157.862 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 27][Batch 1149], Speed: 143.302 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 27][Batch 1159], Speed: 152.541 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 27][Batch 1169], Speed: 154.523 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 27][Batch 1179], Speed: 156.201 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 27][Batch 1189], Speed: 157.815 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 27][Batch 1199], Speed: 153.870 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 27][Batch 1209], Speed: 159.921 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 27][Batch 1219], Speed: 152.050 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 27] Training cost: 795.517, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 28][Batch 9], Speed: 142.779 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.144 [Epoch 28][Batch 19], Speed: 151.058 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 28][Batch 29], Speed: 146.105 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.143 [Epoch 28][Batch 39], Speed: 145.189 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.230, HeatmapFocal=2.143 [Epoch 28][Batch 49], Speed: 161.591 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.143 [Epoch 28][Batch 59], Speed: 156.971 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 28][Batch 69], Speed: 152.309 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 28][Batch 79], Speed: 144.437 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 28][Batch 89], Speed: 154.054 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.142 [Epoch 28][Batch 99], Speed: 141.009 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 28][Batch 109], Speed: 148.595 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 28][Batch 119], Speed: 164.581 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 28][Batch 129], Speed: 151.621 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 28][Batch 139], Speed: 146.846 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 28][Batch 149], Speed: 157.891 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.141 [Epoch 28][Batch 159], Speed: 145.047 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.141 [Epoch 28][Batch 169], Speed: 153.323 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.141 [Epoch 28][Batch 179], Speed: 156.472 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.141 [Epoch 28][Batch 189], Speed: 142.494 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.141 [Epoch 28][Batch 199], Speed: 144.270 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.140 [Epoch 28][Batch 209], Speed: 155.788 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.140 [Epoch 28][Batch 219], Speed: 157.366 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.140 [Epoch 28][Batch 229], Speed: 154.477 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.140 [Epoch 28][Batch 239], Speed: 150.722 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.140 [Epoch 28][Batch 249], Speed: 144.260 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.140 [Epoch 28][Batch 259], Speed: 146.416 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.139 [Epoch 28][Batch 269], Speed: 155.749 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.139 [Epoch 28][Batch 279], Speed: 155.343 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.139 [Epoch 28][Batch 289], Speed: 144.906 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.139 [Epoch 28][Batch 299], Speed: 157.159 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.139 [Epoch 28][Batch 309], Speed: 149.142 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.139 [Epoch 28][Batch 319], Speed: 154.059 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.138 [Epoch 28][Batch 329], Speed: 154.133 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.138 [Epoch 28][Batch 339], Speed: 153.753 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.138 [Epoch 28][Batch 349], Speed: 146.683 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.138 [Epoch 28][Batch 359], Speed: 154.192 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.138 [Epoch 28][Batch 369], Speed: 150.949 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 28][Batch 379], Speed: 148.284 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 28][Batch 389], Speed: 142.137 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 28][Batch 399], Speed: 150.366 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 28][Batch 409], Speed: 153.595 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 28][Batch 419], Speed: 139.409 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 28][Batch 429], Speed: 150.621 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 28][Batch 439], Speed: 158.283 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 28][Batch 449], Speed: 158.778 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 28][Batch 459], Speed: 149.171 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 28][Batch 469], Speed: 156.726 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 28][Batch 479], Speed: 141.534 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 28][Batch 489], Speed: 139.161 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 28][Batch 499], Speed: 152.582 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 28][Batch 509], Speed: 153.618 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 28][Batch 519], Speed: 150.097 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 28][Batch 529], Speed: 160.299 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 28][Batch 539], Speed: 152.822 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.135 [Epoch 28][Batch 549], Speed: 139.496 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.135 [Epoch 28][Batch 559], Speed: 156.338 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 28][Batch 569], Speed: 162.325 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.134 [Epoch 28][Batch 579], Speed: 149.370 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.134 [Epoch 28][Batch 589], Speed: 159.571 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 28][Batch 599], Speed: 155.369 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 28][Batch 609], Speed: 150.721 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.134 [Epoch 28][Batch 619], Speed: 143.767 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.133 [Epoch 28][Batch 629], Speed: 149.835 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.133 [Epoch 28][Batch 639], Speed: 150.417 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.133 [Epoch 28][Batch 649], Speed: 159.591 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 28][Batch 659], Speed: 141.177 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 28][Batch 669], Speed: 145.741 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 28][Batch 679], Speed: 159.466 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 28][Batch 689], Speed: 145.451 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.132 [Epoch 28][Batch 699], Speed: 142.018 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 28][Batch 709], Speed: 161.063 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.132 [Epoch 28][Batch 719], Speed: 144.919 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.132 [Epoch 28][Batch 729], Speed: 156.327 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.132 [Epoch 28][Batch 739], Speed: 146.139 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.131 [Epoch 28][Batch 749], Speed: 156.552 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.131 [Epoch 28][Batch 759], Speed: 142.906 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 28][Batch 769], Speed: 153.875 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 28][Batch 779], Speed: 157.544 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 28][Batch 789], Speed: 150.560 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.131 [Epoch 28][Batch 799], Speed: 161.051 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.130 [Epoch 28][Batch 809], Speed: 155.200 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 28][Batch 819], Speed: 135.054 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.130 [Epoch 28][Batch 829], Speed: 150.399 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.130 [Epoch 28][Batch 839], Speed: 153.432 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.130 [Epoch 28][Batch 849], Speed: 148.121 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.130 [Epoch 28][Batch 859], Speed: 146.022 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.129 [Epoch 28][Batch 869], Speed: 156.269 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.129 [Epoch 28][Batch 879], Speed: 148.861 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.129 [Epoch 28][Batch 889], Speed: 149.766 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.129 [Epoch 28][Batch 899], Speed: 158.178 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.129 [Epoch 28][Batch 909], Speed: 152.080 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.129 [Epoch 28][Batch 919], Speed: 140.777 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.128 [Epoch 28][Batch 929], Speed: 157.980 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.128 [Epoch 28][Batch 939], Speed: 143.324 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.128 [Epoch 28][Batch 949], Speed: 156.028 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.128 [Epoch 28][Batch 959], Speed: 161.221 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.128 [Epoch 28][Batch 969], Speed: 134.630 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.128 [Epoch 28][Batch 979], Speed: 148.406 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.127 [Epoch 28][Batch 989], Speed: 153.542 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.127 [Epoch 28][Batch 999], Speed: 148.001 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.127 [Epoch 28][Batch 1009], Speed: 144.803 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.127 [Epoch 28][Batch 1019], Speed: 161.517 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.127 [Epoch 28][Batch 1029], Speed: 145.299 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.127 [Epoch 28][Batch 1039], Speed: 145.161 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.126 [Epoch 28][Batch 1049], Speed: 152.745 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.126 [Epoch 28][Batch 1059], Speed: 145.550 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.126 [Epoch 28][Batch 1069], Speed: 151.690 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.126 [Epoch 28][Batch 1079], Speed: 155.386 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.126 [Epoch 28][Batch 1089], Speed: 153.752 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.126 [Epoch 28][Batch 1099], Speed: 153.120 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.126 [Epoch 28][Batch 1109], Speed: 146.895 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.125 [Epoch 28][Batch 1119], Speed: 166.115 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.125 [Epoch 28][Batch 1129], Speed: 145.839 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.125 [Epoch 28][Batch 1139], Speed: 159.076 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.125 [Epoch 28][Batch 1149], Speed: 155.351 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.125 [Epoch 28][Batch 1159], Speed: 149.711 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.125 [Epoch 28][Batch 1169], Speed: 155.608 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.124 [Epoch 28][Batch 1179], Speed: 149.539 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.124 [Epoch 28][Batch 1189], Speed: 151.055 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.124 [Epoch 28][Batch 1199], Speed: 148.640 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.124 [Epoch 28][Batch 1209], Speed: 142.415 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.124 [Epoch 28][Batch 1219], Speed: 139.592 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.124 [Epoch 28] Training cost: 800.829, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.124 [Epoch 29][Batch 9], Speed: 153.864 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.226, HeatmapFocal=2.123 [Epoch 29][Batch 19], Speed: 133.382 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.123 [Epoch 29][Batch 29], Speed: 147.310 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.123 [Epoch 29][Batch 39], Speed: 149.970 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.123 [Epoch 29][Batch 49], Speed: 141.590 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.123 [Epoch 29][Batch 59], Speed: 154.675 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.123 [Epoch 29][Batch 69], Speed: 144.260 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 29][Batch 79], Speed: 144.750 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.122 [Epoch 29][Batch 89], Speed: 153.892 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.122 [Epoch 29][Batch 99], Speed: 154.143 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 29][Batch 109], Speed: 145.104 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 29][Batch 119], Speed: 158.303 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 29][Batch 129], Speed: 157.423 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.121 [Epoch 29][Batch 139], Speed: 144.253 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.121 [Epoch 29][Batch 149], Speed: 148.728 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.121 [Epoch 29][Batch 159], Speed: 160.276 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.121 [Epoch 29][Batch 169], Speed: 152.002 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.121 [Epoch 29][Batch 179], Speed: 156.473 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.121 [Epoch 29][Batch 189], Speed: 146.927 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 29][Batch 199], Speed: 152.092 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 29][Batch 209], Speed: 154.706 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 29][Batch 219], Speed: 157.154 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 29][Batch 229], Speed: 156.790 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 29][Batch 239], Speed: 156.768 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 29][Batch 249], Speed: 154.389 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 29][Batch 259], Speed: 148.025 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 29][Batch 269], Speed: 153.811 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 29][Batch 279], Speed: 140.323 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 29][Batch 289], Speed: 144.650 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 29][Batch 299], Speed: 155.368 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 29][Batch 309], Speed: 140.816 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 29][Batch 319], Speed: 151.625 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 29][Batch 329], Speed: 149.140 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 29][Batch 339], Speed: 150.229 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 29][Batch 349], Speed: 144.220 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 29][Batch 359], Speed: 153.816 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 29][Batch 369], Speed: 145.890 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.117 [Epoch 29][Batch 379], Speed: 144.663 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.117 [Epoch 29][Batch 389], Speed: 146.555 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.117 [Epoch 29][Batch 399], Speed: 155.365 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.117 [Epoch 29][Batch 409], Speed: 144.255 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.117 [Epoch 29][Batch 419], Speed: 156.253 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.117 [Epoch 29][Batch 429], Speed: 148.529 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.117 [Epoch 29][Batch 439], Speed: 137.158 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.116 [Epoch 29][Batch 449], Speed: 157.086 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.116 [Epoch 29][Batch 459], Speed: 159.231 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.116 [Epoch 29][Batch 469], Speed: 146.817 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.116 [Epoch 29][Batch 479], Speed: 161.324 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.116 [Epoch 29][Batch 489], Speed: 147.598 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.116 [Epoch 29][Batch 499], Speed: 143.397 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.115 [Epoch 29][Batch 509], Speed: 140.499 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.115 [Epoch 29][Batch 519], Speed: 148.447 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.115 [Epoch 29][Batch 529], Speed: 140.288 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.115 [Epoch 29][Batch 539], Speed: 159.346 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.115 [Epoch 29][Batch 549], Speed: 130.447 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.115 [Epoch 29][Batch 559], Speed: 152.394 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.114 [Epoch 29][Batch 569], Speed: 142.044 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.114 [Epoch 29][Batch 579], Speed: 141.335 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.114 [Epoch 29][Batch 589], Speed: 153.895 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.114 [Epoch 29][Batch 599], Speed: 148.037 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.114 [Epoch 29][Batch 609], Speed: 141.407 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.114 [Epoch 29][Batch 619], Speed: 127.797 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.114 [Epoch 29][Batch 629], Speed: 155.967 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.113 [Epoch 29][Batch 639], Speed: 155.036 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.113 [Epoch 29][Batch 649], Speed: 144.450 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.113 [Epoch 29][Batch 659], Speed: 160.783 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.113 [Epoch 29][Batch 669], Speed: 145.134 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.113 [Epoch 29][Batch 679], Speed: 147.182 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.113 [Epoch 29][Batch 689], Speed: 150.188 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.112 [Epoch 29][Batch 699], Speed: 158.520 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.112 [Epoch 29][Batch 709], Speed: 143.888 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.112 [Epoch 29][Batch 719], Speed: 156.884 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.112 [Epoch 29][Batch 729], Speed: 138.824 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.112 [Epoch 29][Batch 739], Speed: 149.847 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.112 [Epoch 29][Batch 749], Speed: 161.488 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.111 [Epoch 29][Batch 759], Speed: 155.461 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.111 [Epoch 29][Batch 769], Speed: 152.608 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.111 [Epoch 29][Batch 779], Speed: 160.531 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.111 [Epoch 29][Batch 789], Speed: 138.330 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.111 [Epoch 29][Batch 799], Speed: 149.328 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.111 [Epoch 29][Batch 809], Speed: 148.628 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.111 [Epoch 29][Batch 819], Speed: 155.886 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.110 [Epoch 29][Batch 829], Speed: 137.619 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.110 [Epoch 29][Batch 839], Speed: 158.826 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.110 [Epoch 29][Batch 849], Speed: 140.616 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.110 [Epoch 29][Batch 859], Speed: 144.762 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.110 [Epoch 29][Batch 869], Speed: 147.073 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.110 [Epoch 29][Batch 879], Speed: 155.949 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.109 [Epoch 29][Batch 889], Speed: 157.154 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.109 [Epoch 29][Batch 899], Speed: 159.072 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.109 [Epoch 29][Batch 909], Speed: 139.494 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.109 [Epoch 29][Batch 919], Speed: 149.968 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.109 [Epoch 29][Batch 929], Speed: 159.841 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.109 [Epoch 29][Batch 939], Speed: 151.137 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 29][Batch 949], Speed: 153.862 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 29][Batch 959], Speed: 159.774 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 29][Batch 969], Speed: 131.159 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 29][Batch 979], Speed: 147.790 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 29][Batch 989], Speed: 157.025 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 29][Batch 999], Speed: 152.909 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 29][Batch 1009], Speed: 154.719 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 29][Batch 1019], Speed: 155.967 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 29][Batch 1029], Speed: 151.591 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 29][Batch 1039], Speed: 144.186 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 29][Batch 1049], Speed: 160.151 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 29][Batch 1059], Speed: 147.269 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 29][Batch 1069], Speed: 150.724 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 29][Batch 1079], Speed: 154.063 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 29][Batch 1089], Speed: 141.183 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 29][Batch 1099], Speed: 154.328 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 29][Batch 1109], Speed: 158.290 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 29][Batch 1119], Speed: 147.102 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 29][Batch 1129], Speed: 143.889 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 29][Batch 1139], Speed: 154.444 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 29][Batch 1149], Speed: 141.543 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 29][Batch 1159], Speed: 162.529 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 29][Batch 1169], Speed: 152.590 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 29][Batch 1179], Speed: 135.256 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 29][Batch 1189], Speed: 162.644 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 29][Batch 1199], Speed: 156.393 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 29][Batch 1209], Speed: 145.250 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 29][Batch 1219], Speed: 155.485 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 29] Training cost: 801.523, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 30][Batch 9], Speed: 138.356 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.104 [Epoch 30][Batch 19], Speed: 158.090 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 30][Batch 29], Speed: 154.683 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.230, HeatmapFocal=2.104 [Epoch 30][Batch 39], Speed: 151.999 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 30][Batch 49], Speed: 156.334 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 30][Batch 59], Speed: 153.936 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 30][Batch 69], Speed: 163.101 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 30][Batch 79], Speed: 148.624 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 30][Batch 89], Speed: 158.734 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 30][Batch 99], Speed: 155.777 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.103 [Epoch 30][Batch 109], Speed: 155.601 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.102 [Epoch 30][Batch 119], Speed: 157.230 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.102 [Epoch 30][Batch 129], Speed: 149.346 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.102 [Epoch 30][Batch 139], Speed: 157.122 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 30][Batch 149], Speed: 153.007 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 30][Batch 159], Speed: 144.327 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 30][Batch 169], Speed: 155.178 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 30][Batch 179], Speed: 164.535 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 30][Batch 189], Speed: 144.264 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 30][Batch 199], Speed: 154.707 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 30][Batch 209], Speed: 159.543 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 30][Batch 219], Speed: 157.233 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 30][Batch 229], Speed: 162.526 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.100 [Epoch 30][Batch 239], Speed: 153.266 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.100 [Epoch 30][Batch 249], Speed: 152.804 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 30][Batch 259], Speed: 151.700 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 30][Batch 269], Speed: 157.432 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.100 [Epoch 30][Batch 279], Speed: 140.426 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 30][Batch 289], Speed: 150.929 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 30][Batch 299], Speed: 162.459 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 30][Batch 309], Speed: 136.859 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 30][Batch 319], Speed: 146.462 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 30][Batch 329], Speed: 151.622 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 30][Batch 339], Speed: 158.546 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 30][Batch 349], Speed: 155.140 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 30][Batch 359], Speed: 159.541 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 30][Batch 369], Speed: 152.584 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 30][Batch 379], Speed: 146.063 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 30][Batch 389], Speed: 153.879 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 30][Batch 399], Speed: 149.926 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 30][Batch 409], Speed: 159.313 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 30][Batch 419], Speed: 147.048 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 30][Batch 429], Speed: 132.563 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 30][Batch 439], Speed: 138.548 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 30][Batch 449], Speed: 157.250 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 30][Batch 459], Speed: 148.088 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 30][Batch 469], Speed: 161.613 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 30][Batch 479], Speed: 153.044 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 30][Batch 489], Speed: 144.070 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 30][Batch 499], Speed: 145.922 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 30][Batch 509], Speed: 146.504 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 30][Batch 519], Speed: 147.843 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 30][Batch 529], Speed: 150.933 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 30][Batch 539], Speed: 146.802 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 30][Batch 549], Speed: 143.183 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 30][Batch 559], Speed: 144.239 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 30][Batch 569], Speed: 152.556 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 30][Batch 579], Speed: 142.646 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 30][Batch 589], Speed: 149.139 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 30][Batch 599], Speed: 150.664 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 30][Batch 609], Speed: 152.259 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 30][Batch 619], Speed: 139.126 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 30][Batch 629], Speed: 154.127 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 30][Batch 639], Speed: 141.177 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 30][Batch 649], Speed: 141.913 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 30][Batch 659], Speed: 137.372 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 30][Batch 669], Speed: 142.404 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 30][Batch 679], Speed: 141.916 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 30][Batch 689], Speed: 153.085 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 30][Batch 699], Speed: 144.748 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 30][Batch 709], Speed: 151.632 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 30][Batch 719], Speed: 149.809 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 30][Batch 729], Speed: 136.133 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 30][Batch 739], Speed: 145.626 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 30][Batch 749], Speed: 143.881 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 30][Batch 759], Speed: 150.716 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 30][Batch 769], Speed: 140.913 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 30][Batch 779], Speed: 157.229 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 30][Batch 789], Speed: 142.088 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 30][Batch 799], Speed: 148.133 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 30][Batch 809], Speed: 153.444 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 30][Batch 819], Speed: 154.286 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 30][Batch 829], Speed: 148.696 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 30][Batch 839], Speed: 159.388 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 30][Batch 849], Speed: 147.224 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 30][Batch 859], Speed: 144.338 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 30][Batch 869], Speed: 153.240 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 30][Batch 879], Speed: 139.140 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 30][Batch 889], Speed: 157.139 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 30][Batch 899], Speed: 147.106 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 30][Batch 909], Speed: 150.779 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 30][Batch 919], Speed: 154.529 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 30][Batch 929], Speed: 157.121 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 30][Batch 939], Speed: 153.736 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 30][Batch 949], Speed: 136.067 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 30][Batch 959], Speed: 149.082 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 30][Batch 969], Speed: 149.706 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 30][Batch 979], Speed: 147.428 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 30][Batch 989], Speed: 138.649 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 30][Batch 999], Speed: 155.592 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 30][Batch 1009], Speed: 148.420 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 30][Batch 1019], Speed: 151.761 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 30][Batch 1029], Speed: 137.653 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 30][Batch 1039], Speed: 147.754 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 30][Batch 1049], Speed: 158.597 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 30][Batch 1059], Speed: 134.869 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 30][Batch 1069], Speed: 153.793 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 30][Batch 1079], Speed: 155.856 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 30][Batch 1089], Speed: 150.955 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 30][Batch 1099], Speed: 150.500 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 30][Batch 1109], Speed: 144.156 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 30][Batch 1119], Speed: 149.088 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 30][Batch 1129], Speed: 153.231 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 30][Batch 1139], Speed: 148.075 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 30][Batch 1149], Speed: 152.828 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 30][Batch 1159], Speed: 167.411 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 30][Batch 1169], Speed: 152.936 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 30][Batch 1179], Speed: 143.179 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 30][Batch 1189], Speed: 141.359 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 30][Batch 1199], Speed: 150.175 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 30][Batch 1209], Speed: 156.371 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 30][Batch 1219], Speed: 141.589 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 30] Training cost: 795.487, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 30] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.263 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.272 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.081 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.296 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.414 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.244 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.127 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.416 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.616 person=37.7 bicycle=18.0 car=23.1 motorcycle=27.4 airplane=47.7 bus=49.6 train=45.5 truck=21.9 boat=10.3 traffic light=12.5 fire hydrant=52.1 stop sign=46.6 parking meter=33.5 bench=14.7 bird=21.6 cat=54.0 dog=44.9 horse=43.9 sheep=36.0 cow=36.6 elephant=49.1 bear=57.0 zebra=54.0 giraffe=58.2 backpack=6.8 umbrella=26.0 handbag=5.9 tie=14.4 suitcase=21.9 frisbee=40.9 skis=9.4 snowboard=15.3 sports ball=20.6 kite=21.0 baseball bat=14.0 baseball glove=20.6 skateboard=35.4 surfboard=18.9 tennis racket=27.8 bottle=18.3 wine glass=19.6 cup=22.9 fork=15.0 knife=5.2 spoon=5.3 bowl=27.1 banana=15.4 apple=11.0 sandwich=26.7 orange=23.7 broccoli=14.4 carrot=11.6 hot dog=22.9 pizza=36.3 donut=32.1 cake=21.4 chair=16.4 couch=30.0 potted plant=15.7 bed=27.8 dining table=16.6 toilet=51.4 tv=41.4 laptop=43.5 mouse=41.1 remote=8.6 keyboard=34.9 cell phone=18.9 microwave=38.6 oven=19.5 toaster=1.7 sink=22.9 refrigerator=36.4 book=2.6 clock=35.7 vase=22.5 scissors=10.9 teddy bear=32.8 hair drier=0.0 toothbrush=11.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =26.3 [Epoch 31][Batch 9], Speed: 146.039 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 31][Batch 19], Speed: 144.928 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 31][Batch 29], Speed: 152.130 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.230, HeatmapFocal=2.085 [Epoch 31][Batch 39], Speed: 153.245 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 31][Batch 49], Speed: 153.324 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 31][Batch 59], Speed: 147.378 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 31][Batch 69], Speed: 151.645 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 31][Batch 79], Speed: 153.217 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 31][Batch 89], Speed: 150.225 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.084 [Epoch 31][Batch 99], Speed: 151.104 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.084 [Epoch 31][Batch 109], Speed: 130.256 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 31][Batch 119], Speed: 150.828 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.084 [Epoch 31][Batch 129], Speed: 150.721 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.084 [Epoch 31][Batch 139], Speed: 143.338 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.084 [Epoch 31][Batch 149], Speed: 158.115 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.083 [Epoch 31][Batch 159], Speed: 154.599 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.083 [Epoch 31][Batch 169], Speed: 149.132 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.083 [Epoch 31][Batch 179], Speed: 147.507 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.083 [Epoch 31][Batch 189], Speed: 134.585 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.083 [Epoch 31][Batch 199], Speed: 141.740 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.083 [Epoch 31][Batch 209], Speed: 152.270 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.082 [Epoch 31][Batch 219], Speed: 150.851 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.082 [Epoch 31][Batch 229], Speed: 144.415 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.082 [Epoch 31][Batch 239], Speed: 156.014 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.082 [Epoch 31][Batch 249], Speed: 144.759 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.082 [Epoch 31][Batch 259], Speed: 144.357 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.082 [Epoch 31][Batch 269], Speed: 153.457 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 31][Batch 279], Speed: 159.522 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 31][Batch 289], Speed: 146.476 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 31][Batch 299], Speed: 156.545 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 31][Batch 309], Speed: 156.458 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 31][Batch 319], Speed: 146.586 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 31][Batch 329], Speed: 135.996 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 31][Batch 339], Speed: 147.501 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 31][Batch 349], Speed: 152.791 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 31][Batch 359], Speed: 135.959 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 31][Batch 369], Speed: 152.927 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 31][Batch 379], Speed: 156.556 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 31][Batch 389], Speed: 154.890 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 31][Batch 399], Speed: 148.596 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 31][Batch 409], Speed: 151.392 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 31][Batch 419], Speed: 161.074 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 31][Batch 429], Speed: 150.587 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 31][Batch 439], Speed: 144.412 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 31][Batch 449], Speed: 138.258 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 31][Batch 459], Speed: 154.053 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 31][Batch 469], Speed: 150.752 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 31][Batch 479], Speed: 150.990 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 31][Batch 489], Speed: 150.544 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 31][Batch 499], Speed: 147.048 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 31][Batch 509], Speed: 156.255 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 31][Batch 519], Speed: 144.216 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 31][Batch 529], Speed: 151.846 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 31][Batch 539], Speed: 147.133 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 31][Batch 549], Speed: 137.864 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 31][Batch 559], Speed: 146.830 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 31][Batch 569], Speed: 143.841 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 31][Batch 579], Speed: 152.636 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.077 [Epoch 31][Batch 589], Speed: 155.459 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.077 [Epoch 31][Batch 599], Speed: 154.927 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.077 [Epoch 31][Batch 609], Speed: 150.217 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.077 [Epoch 31][Batch 619], Speed: 145.269 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.077 [Epoch 31][Batch 629], Speed: 141.006 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.076 [Epoch 31][Batch 639], Speed: 152.736 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.076 [Epoch 31][Batch 649], Speed: 153.333 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.076 [Epoch 31][Batch 659], Speed: 149.062 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.076 [Epoch 31][Batch 669], Speed: 138.634 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.076 [Epoch 31][Batch 679], Speed: 145.388 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 31][Batch 689], Speed: 151.722 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 31][Batch 699], Speed: 148.996 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 31][Batch 709], Speed: 156.098 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 31][Batch 719], Speed: 157.095 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 31][Batch 729], Speed: 139.306 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 31][Batch 739], Speed: 153.898 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 31][Batch 749], Speed: 150.730 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 31][Batch 759], Speed: 157.461 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 31][Batch 769], Speed: 150.444 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 31][Batch 779], Speed: 150.164 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 31][Batch 789], Speed: 149.564 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 31][Batch 799], Speed: 153.926 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 31][Batch 809], Speed: 148.321 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 31][Batch 819], Speed: 159.869 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 31][Batch 829], Speed: 153.659 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 31][Batch 839], Speed: 157.795 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 31][Batch 849], Speed: 153.073 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 31][Batch 859], Speed: 148.456 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 31][Batch 869], Speed: 159.731 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 31][Batch 879], Speed: 154.736 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 31][Batch 889], Speed: 155.579 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 31][Batch 899], Speed: 159.132 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 31][Batch 909], Speed: 152.657 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 31][Batch 919], Speed: 154.594 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 31][Batch 929], Speed: 135.122 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 31][Batch 939], Speed: 152.534 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 31][Batch 949], Speed: 155.691 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 31][Batch 959], Speed: 159.289 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 31][Batch 969], Speed: 152.298 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 31][Batch 979], Speed: 151.558 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 31][Batch 989], Speed: 138.697 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 31][Batch 999], Speed: 156.106 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 31][Batch 1009], Speed: 154.210 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 31][Batch 1019], Speed: 151.137 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 31][Batch 1029], Speed: 144.367 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 31][Batch 1039], Speed: 149.445 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 31][Batch 1049], Speed: 152.096 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 31][Batch 1059], Speed: 159.515 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 31][Batch 1069], Speed: 149.935 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 31][Batch 1079], Speed: 149.383 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 31][Batch 1089], Speed: 154.072 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 31][Batch 1099], Speed: 154.254 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 31][Batch 1109], Speed: 154.561 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 31][Batch 1119], Speed: 143.762 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 31][Batch 1129], Speed: 159.409 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 31][Batch 1139], Speed: 146.352 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 31][Batch 1149], Speed: 161.868 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 31][Batch 1159], Speed: 146.105 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 31][Batch 1169], Speed: 144.430 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 31][Batch 1179], Speed: 145.129 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 31][Batch 1189], Speed: 152.622 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 31][Batch 1199], Speed: 157.858 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 31][Batch 1209], Speed: 163.646 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 31][Batch 1219], Speed: 144.422 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 31] Training cost: 799.318, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 32][Batch 9], Speed: 145.004 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.231, HeatmapFocal=2.068 [Epoch 32][Batch 19], Speed: 148.168 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.230, HeatmapFocal=2.068 [Epoch 32][Batch 29], Speed: 153.930 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 32][Batch 39], Speed: 147.163 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 32][Batch 49], Speed: 147.834 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 32][Batch 59], Speed: 161.002 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 32][Batch 69], Speed: 146.780 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 32][Batch 79], Speed: 141.371 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 32][Batch 89], Speed: 141.224 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 32][Batch 99], Speed: 160.303 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 32][Batch 109], Speed: 157.282 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 32][Batch 119], Speed: 157.702 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 32][Batch 129], Speed: 156.979 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 32][Batch 139], Speed: 151.903 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 32][Batch 149], Speed: 138.361 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 32][Batch 159], Speed: 137.799 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 32][Batch 169], Speed: 149.708 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 32][Batch 179], Speed: 160.581 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 32][Batch 189], Speed: 153.101 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 32][Batch 199], Speed: 151.021 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 32][Batch 209], Speed: 141.211 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 32][Batch 219], Speed: 148.298 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 32][Batch 229], Speed: 155.046 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 32][Batch 239], Speed: 154.562 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 32][Batch 249], Speed: 156.909 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 32][Batch 259], Speed: 137.935 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.064 [Epoch 32][Batch 269], Speed: 141.561 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.064 [Epoch 32][Batch 279], Speed: 147.160 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.064 [Epoch 32][Batch 289], Speed: 151.082 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.064 [Epoch 32][Batch 299], Speed: 161.328 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.064 [Epoch 32][Batch 309], Speed: 134.463 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.064 [Epoch 32][Batch 319], Speed: 151.295 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.064 [Epoch 32][Batch 329], Speed: 132.945 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 32][Batch 339], Speed: 154.885 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 32][Batch 349], Speed: 137.707 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 32][Batch 359], Speed: 144.400 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 32][Batch 369], Speed: 150.419 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 32][Batch 379], Speed: 152.986 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 32][Batch 389], Speed: 148.230 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 32][Batch 399], Speed: 158.850 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 32][Batch 409], Speed: 153.313 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 32][Batch 419], Speed: 145.390 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 32][Batch 429], Speed: 146.692 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 32][Batch 439], Speed: 141.733 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 32][Batch 449], Speed: 148.644 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 32][Batch 459], Speed: 142.065 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.062 [Epoch 32][Batch 469], Speed: 160.468 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 32][Batch 479], Speed: 147.183 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 32][Batch 489], Speed: 152.945 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 32][Batch 499], Speed: 145.951 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 32][Batch 509], Speed: 153.279 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 32][Batch 519], Speed: 156.809 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 32][Batch 529], Speed: 156.464 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 32][Batch 539], Speed: 153.826 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 32][Batch 549], Speed: 139.006 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 32][Batch 559], Speed: 139.162 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 32][Batch 569], Speed: 142.869 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 32][Batch 579], Speed: 153.342 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 32][Batch 589], Speed: 160.880 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 32][Batch 599], Speed: 146.339 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 32][Batch 609], Speed: 151.178 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 32][Batch 619], Speed: 149.336 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 32][Batch 629], Speed: 156.640 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 32][Batch 639], Speed: 151.473 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 32][Batch 649], Speed: 133.232 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 32][Batch 659], Speed: 160.523 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 32][Batch 669], Speed: 153.130 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 32][Batch 679], Speed: 149.741 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 32][Batch 689], Speed: 150.996 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 32][Batch 699], Speed: 149.650 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 32][Batch 709], Speed: 158.556 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 32][Batch 719], Speed: 162.182 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 32][Batch 729], Speed: 150.775 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 32][Batch 739], Speed: 146.832 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 32][Batch 749], Speed: 139.017 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 32][Batch 759], Speed: 150.299 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 32][Batch 769], Speed: 151.109 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 32][Batch 779], Speed: 154.460 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 32][Batch 789], Speed: 141.098 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 32][Batch 799], Speed: 158.457 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 32][Batch 809], Speed: 142.059 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 32][Batch 819], Speed: 158.045 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 32][Batch 829], Speed: 156.717 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 32][Batch 839], Speed: 151.404 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 32][Batch 849], Speed: 145.398 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 32][Batch 859], Speed: 144.428 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 32][Batch 869], Speed: 149.164 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 32][Batch 879], Speed: 144.168 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 32][Batch 889], Speed: 155.832 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 32][Batch 899], Speed: 159.228 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 32][Batch 909], Speed: 149.196 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 32][Batch 919], Speed: 159.905 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 32][Batch 929], Speed: 140.791 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 32][Batch 939], Speed: 151.940 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 32][Batch 949], Speed: 154.906 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 32][Batch 959], Speed: 161.696 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 32][Batch 969], Speed: 139.644 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 32][Batch 979], Speed: 160.114 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 32][Batch 989], Speed: 144.283 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 32][Batch 999], Speed: 147.753 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 32][Batch 1009], Speed: 137.993 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 32][Batch 1019], Speed: 151.368 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 32][Batch 1029], Speed: 136.934 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 32][Batch 1039], Speed: 154.408 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 32][Batch 1049], Speed: 137.547 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 32][Batch 1059], Speed: 148.439 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 32][Batch 1069], Speed: 148.112 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 32][Batch 1079], Speed: 151.608 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 32][Batch 1089], Speed: 144.327 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 32][Batch 1099], Speed: 158.550 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 32][Batch 1109], Speed: 151.583 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 32][Batch 1119], Speed: 154.806 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 32][Batch 1129], Speed: 151.870 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 32][Batch 1139], Speed: 157.022 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 32][Batch 1149], Speed: 157.582 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 32][Batch 1159], Speed: 151.974 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 32][Batch 1169], Speed: 150.020 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 32][Batch 1179], Speed: 151.670 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 32][Batch 1189], Speed: 144.277 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 32][Batch 1199], Speed: 157.032 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 32][Batch 1209], Speed: 143.568 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 32][Batch 1219], Speed: 148.516 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.051 [Epoch 32] Training cost: 800.355, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.051 [Epoch 33][Batch 9], Speed: 139.597 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 33][Batch 19], Speed: 149.251 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 33][Batch 29], Speed: 148.013 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 33][Batch 39], Speed: 153.856 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 33][Batch 49], Speed: 148.235 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 33][Batch 59], Speed: 150.344 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 33][Batch 69], Speed: 151.822 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 33][Batch 79], Speed: 152.137 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.050 [Epoch 33][Batch 89], Speed: 160.288 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.050 [Epoch 33][Batch 99], Speed: 140.659 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.050 [Epoch 33][Batch 109], Speed: 159.632 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.050 [Epoch 33][Batch 119], Speed: 151.782 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.050 [Epoch 33][Batch 129], Speed: 150.778 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.050 [Epoch 33][Batch 139], Speed: 144.479 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.050 [Epoch 33][Batch 149], Speed: 137.474 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.049 [Epoch 33][Batch 159], Speed: 149.397 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.049 [Epoch 33][Batch 169], Speed: 142.567 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.049 [Epoch 33][Batch 179], Speed: 161.110 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.049 [Epoch 33][Batch 189], Speed: 134.796 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.049 [Epoch 33][Batch 199], Speed: 149.437 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.049 [Epoch 33][Batch 209], Speed: 150.828 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.049 [Epoch 33][Batch 219], Speed: 155.045 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.048 [Epoch 33][Batch 229], Speed: 144.921 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.048 [Epoch 33][Batch 239], Speed: 150.907 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.048 [Epoch 33][Batch 249], Speed: 148.739 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.048 [Epoch 33][Batch 259], Speed: 150.257 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.048 [Epoch 33][Batch 269], Speed: 155.696 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.048 [Epoch 33][Batch 279], Speed: 147.984 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.048 [Epoch 33][Batch 289], Speed: 148.087 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.048 [Epoch 33][Batch 299], Speed: 152.636 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.047 [Epoch 33][Batch 309], Speed: 142.450 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.047 [Epoch 33][Batch 319], Speed: 154.929 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.047 [Epoch 33][Batch 329], Speed: 160.118 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.047 [Epoch 33][Batch 339], Speed: 147.835 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.047 [Epoch 33][Batch 349], Speed: 148.816 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.047 [Epoch 33][Batch 359], Speed: 150.336 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.047 [Epoch 33][Batch 369], Speed: 145.574 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.047 [Epoch 33][Batch 379], Speed: 154.197 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.046 [Epoch 33][Batch 389], Speed: 158.579 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.046 [Epoch 33][Batch 399], Speed: 152.412 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.046 [Epoch 33][Batch 409], Speed: 157.806 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.046 [Epoch 33][Batch 419], Speed: 148.843 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.046 [Epoch 33][Batch 429], Speed: 149.708 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.046 [Epoch 33][Batch 439], Speed: 133.639 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.046 [Epoch 33][Batch 449], Speed: 154.416 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.045 [Epoch 33][Batch 459], Speed: 150.843 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.045 [Epoch 33][Batch 469], Speed: 156.702 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.045 [Epoch 33][Batch 479], Speed: 158.824 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.045 [Epoch 33][Batch 489], Speed: 145.736 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.045 [Epoch 33][Batch 499], Speed: 148.087 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.045 [Epoch 33][Batch 509], Speed: 158.601 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.045 [Epoch 33][Batch 519], Speed: 150.677 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.045 [Epoch 33][Batch 529], Speed: 139.968 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.044 [Epoch 33][Batch 539], Speed: 145.788 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.044 [Epoch 33][Batch 549], Speed: 149.383 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.044 [Epoch 33][Batch 559], Speed: 148.614 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.044 [Epoch 33][Batch 569], Speed: 161.239 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.044 [Epoch 33][Batch 579], Speed: 149.205 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.044 [Epoch 33][Batch 589], Speed: 150.115 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.044 [Epoch 33][Batch 599], Speed: 151.787 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.043 [Epoch 33][Batch 609], Speed: 108.774 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.043 [Epoch 33][Batch 619], Speed: 148.550 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.043 [Epoch 33][Batch 629], Speed: 153.387 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.043 [Epoch 33][Batch 639], Speed: 137.563 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.043 [Epoch 33][Batch 649], Speed: 139.770 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.043 [Epoch 33][Batch 659], Speed: 155.313 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.043 [Epoch 33][Batch 669], Speed: 153.304 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.043 [Epoch 33][Batch 679], Speed: 143.082 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.042 [Epoch 33][Batch 689], Speed: 146.841 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.042 [Epoch 33][Batch 699], Speed: 145.993 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.042 [Epoch 33][Batch 709], Speed: 148.312 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.042 [Epoch 33][Batch 719], Speed: 158.388 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.042 [Epoch 33][Batch 729], Speed: 153.924 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.042 [Epoch 33][Batch 739], Speed: 144.443 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.042 [Epoch 33][Batch 749], Speed: 155.252 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.042 [Epoch 33][Batch 759], Speed: 150.616 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.041 [Epoch 33][Batch 769], Speed: 143.557 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.041 [Epoch 33][Batch 779], Speed: 152.126 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.041 [Epoch 33][Batch 789], Speed: 146.002 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.041 [Epoch 33][Batch 799], Speed: 140.312 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.041 [Epoch 33][Batch 809], Speed: 153.666 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.041 [Epoch 33][Batch 819], Speed: 152.629 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.041 [Epoch 33][Batch 829], Speed: 157.707 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.041 [Epoch 33][Batch 839], Speed: 159.185 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.040 [Epoch 33][Batch 849], Speed: 140.097 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.040 [Epoch 33][Batch 859], Speed: 148.493 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.040 [Epoch 33][Batch 869], Speed: 155.695 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.040 [Epoch 33][Batch 879], Speed: 151.591 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.040 [Epoch 33][Batch 889], Speed: 157.487 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.040 [Epoch 33][Batch 899], Speed: 161.874 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.040 [Epoch 33][Batch 909], Speed: 147.585 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.040 [Epoch 33][Batch 919], Speed: 143.787 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.039 [Epoch 33][Batch 929], Speed: 135.598 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.039 [Epoch 33][Batch 939], Speed: 141.040 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.039 [Epoch 33][Batch 949], Speed: 147.011 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.039 [Epoch 33][Batch 959], Speed: 158.081 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.039 [Epoch 33][Batch 969], Speed: 147.150 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.039 [Epoch 33][Batch 979], Speed: 142.587 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.039 [Epoch 33][Batch 989], Speed: 151.357 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.039 [Epoch 33][Batch 999], Speed: 140.194 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.038 [Epoch 33][Batch 1009], Speed: 136.327 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.038 [Epoch 33][Batch 1019], Speed: 158.204 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.038 [Epoch 33][Batch 1029], Speed: 153.405 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.038 [Epoch 33][Batch 1039], Speed: 150.311 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.038 [Epoch 33][Batch 1049], Speed: 151.649 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.038 [Epoch 33][Batch 1059], Speed: 157.408 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.038 [Epoch 33][Batch 1069], Speed: 138.809 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.037 [Epoch 33][Batch 1079], Speed: 152.544 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.037 [Epoch 33][Batch 1089], Speed: 130.659 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.037 [Epoch 33][Batch 1099], Speed: 141.691 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.037 [Epoch 33][Batch 1109], Speed: 142.875 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.037 [Epoch 33][Batch 1119], Speed: 147.764 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.037 [Epoch 33][Batch 1129], Speed: 160.441 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.037 [Epoch 33][Batch 1139], Speed: 144.472 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.037 [Epoch 33][Batch 1149], Speed: 148.177 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.036 [Epoch 33][Batch 1159], Speed: 152.277 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.036 [Epoch 33][Batch 1169], Speed: 144.719 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.036 [Epoch 33][Batch 1179], Speed: 152.179 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.036 [Epoch 33][Batch 1189], Speed: 148.474 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.036 [Epoch 33][Batch 1199], Speed: 152.285 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.036 [Epoch 33][Batch 1209], Speed: 158.976 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.036 [Epoch 33][Batch 1219], Speed: 153.564 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.036 [Epoch 33] Training cost: 803.486, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.036 [Epoch 34][Batch 9], Speed: 148.741 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=2.035 [Epoch 34][Batch 19], Speed: 155.932 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.035 [Epoch 34][Batch 29], Speed: 145.651 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=2.035 [Epoch 34][Batch 39], Speed: 156.626 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.035 [Epoch 34][Batch 49], Speed: 144.086 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.035 [Epoch 34][Batch 59], Speed: 153.224 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.035 [Epoch 34][Batch 69], Speed: 159.876 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.035 [Epoch 34][Batch 79], Speed: 149.827 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.035 [Epoch 34][Batch 89], Speed: 152.976 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 34][Batch 99], Speed: 157.301 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 34][Batch 109], Speed: 160.364 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 34][Batch 119], Speed: 149.993 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 34][Batch 129], Speed: 138.004 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 34][Batch 139], Speed: 136.916 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 34][Batch 149], Speed: 141.656 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 34][Batch 159], Speed: 140.048 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 34][Batch 169], Speed: 159.347 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 34][Batch 179], Speed: 160.619 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 34][Batch 189], Speed: 150.963 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 34][Batch 199], Speed: 155.495 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 34][Batch 209], Speed: 147.680 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 34][Batch 219], Speed: 159.961 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 34][Batch 229], Speed: 140.529 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 34][Batch 239], Speed: 155.385 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 34][Batch 249], Speed: 152.646 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 34][Batch 259], Speed: 147.667 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 34][Batch 269], Speed: 151.378 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 34][Batch 279], Speed: 155.426 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 34][Batch 289], Speed: 151.793 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 34][Batch 299], Speed: 157.263 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 34][Batch 309], Speed: 141.452 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 34][Batch 319], Speed: 159.584 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 34][Batch 329], Speed: 155.072 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 34][Batch 339], Speed: 159.499 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 34][Batch 349], Speed: 154.617 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 34][Batch 359], Speed: 155.868 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 34][Batch 369], Speed: 145.765 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 34][Batch 379], Speed: 140.768 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 34][Batch 389], Speed: 144.313 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 34][Batch 399], Speed: 155.942 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 34][Batch 409], Speed: 158.541 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 34][Batch 419], Speed: 165.092 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 34][Batch 429], Speed: 141.936 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 34][Batch 439], Speed: 152.564 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 34][Batch 449], Speed: 146.151 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 34][Batch 459], Speed: 153.011 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 34][Batch 469], Speed: 155.630 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 34][Batch 479], Speed: 152.425 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.029 [Epoch 34][Batch 489], Speed: 145.497 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.029 [Epoch 34][Batch 499], Speed: 147.917 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.029 [Epoch 34][Batch 509], Speed: 143.735 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.029 [Epoch 34][Batch 519], Speed: 150.807 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.029 [Epoch 34][Batch 529], Speed: 156.999 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.029 [Epoch 34][Batch 539], Speed: 156.291 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.029 [Epoch 34][Batch 549], Speed: 151.748 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.029 [Epoch 34][Batch 559], Speed: 147.707 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.029 [Epoch 34][Batch 569], Speed: 145.652 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.028 [Epoch 34][Batch 579], Speed: 157.906 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.028 [Epoch 34][Batch 589], Speed: 159.477 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.028 [Epoch 34][Batch 599], Speed: 153.804 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.028 [Epoch 34][Batch 609], Speed: 145.275 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.028 [Epoch 34][Batch 619], Speed: 152.610 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.028 [Epoch 34][Batch 629], Speed: 148.221 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.028 [Epoch 34][Batch 639], Speed: 152.813 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.028 [Epoch 34][Batch 649], Speed: 155.097 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.027 [Epoch 34][Batch 659], Speed: 145.090 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.027 [Epoch 34][Batch 669], Speed: 148.465 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.027 [Epoch 34][Batch 679], Speed: 151.165 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.027 [Epoch 34][Batch 689], Speed: 145.414 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.027 [Epoch 34][Batch 699], Speed: 143.982 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.027 [Epoch 34][Batch 709], Speed: 159.711 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.027 [Epoch 34][Batch 719], Speed: 156.318 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.027 [Epoch 34][Batch 729], Speed: 137.690 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.026 [Epoch 34][Batch 739], Speed: 148.520 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.026 [Epoch 34][Batch 749], Speed: 140.838 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.026 [Epoch 34][Batch 759], Speed: 144.562 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.026 [Epoch 34][Batch 769], Speed: 155.141 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.026 [Epoch 34][Batch 779], Speed: 164.187 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.026 [Epoch 34][Batch 789], Speed: 150.434 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.026 [Epoch 34][Batch 799], Speed: 137.979 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.026 [Epoch 34][Batch 809], Speed: 143.782 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.025 [Epoch 34][Batch 819], Speed: 151.185 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.025 [Epoch 34][Batch 829], Speed: 154.521 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.025 [Epoch 34][Batch 839], Speed: 148.884 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.025 [Epoch 34][Batch 849], Speed: 150.440 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.025 [Epoch 34][Batch 859], Speed: 149.633 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.025 [Epoch 34][Batch 869], Speed: 151.191 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.025 [Epoch 34][Batch 879], Speed: 155.613 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.025 [Epoch 34][Batch 889], Speed: 157.122 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 34][Batch 899], Speed: 156.835 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 34][Batch 909], Speed: 150.844 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 34][Batch 919], Speed: 152.152 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 34][Batch 929], Speed: 138.370 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 34][Batch 939], Speed: 158.946 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 34][Batch 949], Speed: 147.839 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 34][Batch 959], Speed: 156.327 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 34][Batch 969], Speed: 146.124 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 34][Batch 979], Speed: 151.795 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 34][Batch 989], Speed: 141.275 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 34][Batch 999], Speed: 152.864 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 34][Batch 1009], Speed: 140.760 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 34][Batch 1019], Speed: 141.935 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 34][Batch 1029], Speed: 135.436 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 34][Batch 1039], Speed: 147.293 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 34][Batch 1049], Speed: 151.001 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 34][Batch 1059], Speed: 151.492 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 34][Batch 1069], Speed: 151.948 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 34][Batch 1079], Speed: 161.448 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 34][Batch 1089], Speed: 145.544 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 34][Batch 1099], Speed: 145.866 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 34][Batch 1109], Speed: 153.601 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 34][Batch 1119], Speed: 159.281 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 34][Batch 1129], Speed: 149.715 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 34][Batch 1139], Speed: 143.800 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 34][Batch 1149], Speed: 159.550 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 34][Batch 1159], Speed: 152.322 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 34][Batch 1169], Speed: 166.280 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 34][Batch 1179], Speed: 141.785 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 34][Batch 1189], Speed: 142.896 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 34][Batch 1199], Speed: 162.852 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 34][Batch 1209], Speed: 145.620 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 34][Batch 1219], Speed: 143.332 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.020 [Epoch 34] Training cost: 799.397, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.020 [Epoch 35][Batch 9], Speed: 142.806 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 35][Batch 19], Speed: 156.493 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 35][Batch 29], Speed: 150.820 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.020 [Epoch 35][Batch 39], Speed: 149.095 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.020 [Epoch 35][Batch 49], Speed: 150.348 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.020 [Epoch 35][Batch 59], Speed: 151.714 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.020 [Epoch 35][Batch 69], Speed: 141.331 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.020 [Epoch 35][Batch 79], Speed: 158.403 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.019 [Epoch 35][Batch 89], Speed: 155.818 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.019 [Epoch 35][Batch 99], Speed: 154.345 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 35][Batch 109], Speed: 158.205 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.019 [Epoch 35][Batch 119], Speed: 156.833 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.019 [Epoch 35][Batch 129], Speed: 148.973 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 35][Batch 139], Speed: 148.141 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 35][Batch 149], Speed: 146.388 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 35][Batch 159], Speed: 148.368 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 35][Batch 169], Speed: 152.799 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 35][Batch 179], Speed: 158.803 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.018 [Epoch 35][Batch 189], Speed: 138.918 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.018 [Epoch 35][Batch 199], Speed: 147.627 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.018 [Epoch 35][Batch 209], Speed: 150.248 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.018 [Epoch 35][Batch 219], Speed: 151.742 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.018 [Epoch 35][Batch 229], Speed: 154.106 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.018 [Epoch 35][Batch 239], Speed: 149.468 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.018 [Epoch 35][Batch 249], Speed: 156.421 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.017 [Epoch 35][Batch 259], Speed: 144.257 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.017 [Epoch 35][Batch 269], Speed: 140.053 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.017 [Epoch 35][Batch 279], Speed: 136.447 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.017 [Epoch 35][Batch 289], Speed: 154.918 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.017 [Epoch 35][Batch 299], Speed: 160.177 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.017 [Epoch 35][Batch 309], Speed: 144.651 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.017 [Epoch 35][Batch 319], Speed: 153.362 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.017 [Epoch 35][Batch 329], Speed: 150.855 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.016 [Epoch 35][Batch 339], Speed: 149.349 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.016 [Epoch 35][Batch 349], Speed: 146.755 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.016 [Epoch 35][Batch 359], Speed: 161.913 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.016 [Epoch 35][Batch 369], Speed: 145.253 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.016 [Epoch 35][Batch 379], Speed: 141.212 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.016 [Epoch 35][Batch 389], Speed: 142.228 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.016 [Epoch 35][Batch 399], Speed: 147.351 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.016 [Epoch 35][Batch 409], Speed: 151.115 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 35][Batch 419], Speed: 149.596 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 35][Batch 429], Speed: 150.654 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 35][Batch 439], Speed: 153.480 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 35][Batch 449], Speed: 147.052 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 35][Batch 459], Speed: 142.405 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 35][Batch 469], Speed: 151.089 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 35][Batch 479], Speed: 152.769 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 35][Batch 489], Speed: 148.276 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 35][Batch 499], Speed: 154.089 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 35][Batch 509], Speed: 138.055 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 35][Batch 519], Speed: 143.052 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 35][Batch 529], Speed: 135.730 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 35][Batch 539], Speed: 157.783 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 35][Batch 549], Speed: 143.842 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 35][Batch 559], Speed: 147.520 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 35][Batch 569], Speed: 144.162 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 35][Batch 579], Speed: 152.234 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 35][Batch 589], Speed: 151.714 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 35][Batch 599], Speed: 153.651 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 35][Batch 609], Speed: 149.428 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 35][Batch 619], Speed: 144.321 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 35][Batch 629], Speed: 147.272 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 35][Batch 639], Speed: 152.009 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 35][Batch 649], Speed: 151.058 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 35][Batch 659], Speed: 158.566 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 35][Batch 669], Speed: 143.933 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 35][Batch 679], Speed: 150.977 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 35][Batch 689], Speed: 142.075 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 35][Batch 699], Speed: 151.054 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 35][Batch 709], Speed: 158.802 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 35][Batch 719], Speed: 156.531 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 35][Batch 729], Speed: 150.536 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 35][Batch 739], Speed: 148.723 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.011 [Epoch 35][Batch 749], Speed: 145.333 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.011 [Epoch 35][Batch 759], Speed: 142.813 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.011 [Epoch 35][Batch 769], Speed: 142.958 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.011 [Epoch 35][Batch 779], Speed: 153.286 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.011 [Epoch 35][Batch 789], Speed: 146.038 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.011 [Epoch 35][Batch 799], Speed: 155.010 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.011 [Epoch 35][Batch 809], Speed: 146.069 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.011 [Epoch 35][Batch 819], Speed: 149.298 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.010 [Epoch 35][Batch 829], Speed: 156.203 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.010 [Epoch 35][Batch 839], Speed: 154.583 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.010 [Epoch 35][Batch 849], Speed: 142.452 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.010 [Epoch 35][Batch 859], Speed: 153.883 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.010 [Epoch 35][Batch 869], Speed: 146.331 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.010 [Epoch 35][Batch 879], Speed: 150.975 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.010 [Epoch 35][Batch 889], Speed: 155.687 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.010 [Epoch 35][Batch 899], Speed: 153.882 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.010 [Epoch 35][Batch 909], Speed: 146.641 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.009 [Epoch 35][Batch 919], Speed: 149.376 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.009 [Epoch 35][Batch 929], Speed: 141.727 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.009 [Epoch 35][Batch 939], Speed: 159.507 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.009 [Epoch 35][Batch 949], Speed: 151.543 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.009 [Epoch 35][Batch 959], Speed: 153.063 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.009 [Epoch 35][Batch 969], Speed: 146.612 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.009 [Epoch 35][Batch 979], Speed: 133.937 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.009 [Epoch 35][Batch 989], Speed: 156.920 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.009 [Epoch 35][Batch 999], Speed: 155.947 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.008 [Epoch 35][Batch 1009], Speed: 157.246 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.008 [Epoch 35][Batch 1019], Speed: 151.708 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.008 [Epoch 35][Batch 1029], Speed: 154.332 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.008 [Epoch 35][Batch 1039], Speed: 143.520 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.008 [Epoch 35][Batch 1049], Speed: 152.091 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.008 [Epoch 35][Batch 1059], Speed: 156.819 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.008 [Epoch 35][Batch 1069], Speed: 155.582 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.008 [Epoch 35][Batch 1079], Speed: 150.153 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.007 [Epoch 35][Batch 1089], Speed: 140.439 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.007 [Epoch 35][Batch 1099], Speed: 143.985 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.007 [Epoch 35][Batch 1109], Speed: 160.123 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.007 [Epoch 35][Batch 1119], Speed: 155.707 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.007 [Epoch 35][Batch 1129], Speed: 143.803 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.007 [Epoch 35][Batch 1139], Speed: 146.596 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.007 [Epoch 35][Batch 1149], Speed: 152.452 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.007 [Epoch 35][Batch 1159], Speed: 145.525 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.007 [Epoch 35][Batch 1169], Speed: 149.661 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 35][Batch 1179], Speed: 152.006 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 35][Batch 1189], Speed: 160.526 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 35][Batch 1199], Speed: 154.626 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 35][Batch 1209], Speed: 155.172 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 35][Batch 1219], Speed: 145.804 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 35] Training cost: 803.130, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 36][Batch 9], Speed: 142.874 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.229, HeatmapFocal=2.006 [Epoch 36][Batch 19], Speed: 146.167 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.229, HeatmapFocal=2.006 [Epoch 36][Batch 29], Speed: 149.340 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 36][Batch 39], Speed: 145.323 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 36][Batch 49], Speed: 155.788 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 36][Batch 59], Speed: 159.592 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 36][Batch 69], Speed: 146.326 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 36][Batch 79], Speed: 145.178 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 36][Batch 89], Speed: 155.849 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 36][Batch 99], Speed: 147.457 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 36][Batch 109], Speed: 148.139 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 36][Batch 119], Speed: 150.813 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 36][Batch 129], Speed: 145.662 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 36][Batch 139], Speed: 139.687 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 36][Batch 149], Speed: 150.094 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 36][Batch 159], Speed: 161.332 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 36][Batch 169], Speed: 143.477 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 36][Batch 179], Speed: 162.371 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 36][Batch 189], Speed: 148.499 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 36][Batch 199], Speed: 155.740 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 36][Batch 209], Speed: 146.834 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 36][Batch 219], Speed: 158.193 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 36][Batch 229], Speed: 150.162 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 36][Batch 239], Speed: 155.954 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 36][Batch 249], Speed: 148.200 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 36][Batch 259], Speed: 137.876 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 36][Batch 269], Speed: 143.990 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 36][Batch 279], Speed: 150.107 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 36][Batch 289], Speed: 143.997 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 36][Batch 299], Speed: 152.662 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 36][Batch 309], Speed: 149.278 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 36][Batch 319], Speed: 160.701 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 36][Batch 329], Speed: 153.608 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 36][Batch 339], Speed: 153.212 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 36][Batch 349], Speed: 137.445 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 36][Batch 359], Speed: 162.449 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 36][Batch 369], Speed: 153.747 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 36][Batch 379], Speed: 139.780 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 36][Batch 389], Speed: 154.153 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 36][Batch 399], Speed: 145.467 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 36][Batch 409], Speed: 146.428 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 36][Batch 419], Speed: 158.549 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 36][Batch 429], Speed: 144.056 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 36][Batch 439], Speed: 157.397 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 36][Batch 449], Speed: 152.968 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 36][Batch 459], Speed: 159.363 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 36][Batch 469], Speed: 153.920 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 36][Batch 479], Speed: 150.726 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 36][Batch 489], Speed: 146.341 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 36][Batch 499], Speed: 150.576 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 36][Batch 509], Speed: 148.995 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 36][Batch 519], Speed: 152.931 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 36][Batch 529], Speed: 150.103 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 36][Batch 539], Speed: 154.231 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 36][Batch 549], Speed: 141.725 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 36][Batch 559], Speed: 125.655 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 36][Batch 569], Speed: 152.541 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 36][Batch 579], Speed: 154.551 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 36][Batch 589], Speed: 140.060 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 36][Batch 599], Speed: 156.727 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 36][Batch 609], Speed: 153.177 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 36][Batch 619], Speed: 145.751 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 36][Batch 629], Speed: 153.991 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 36][Batch 639], Speed: 160.499 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 36][Batch 649], Speed: 147.166 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 36][Batch 659], Speed: 139.607 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 36][Batch 669], Speed: 142.800 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 36][Batch 679], Speed: 142.692 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 36][Batch 689], Speed: 143.087 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 36][Batch 699], Speed: 160.330 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 36][Batch 709], Speed: 153.554 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 36][Batch 719], Speed: 153.225 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 36][Batch 729], Speed: 139.109 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.997 [Epoch 36][Batch 739], Speed: 148.789 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.997 [Epoch 36][Batch 749], Speed: 147.222 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.997 [Epoch 36][Batch 759], Speed: 152.414 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.997 [Epoch 36][Batch 769], Speed: 145.603 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.997 [Epoch 36][Batch 779], Speed: 157.472 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.997 [Epoch 36][Batch 789], Speed: 129.957 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.997 [Epoch 36][Batch 799], Speed: 140.538 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.997 [Epoch 36][Batch 809], Speed: 150.309 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 36][Batch 819], Speed: 155.989 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 36][Batch 829], Speed: 158.732 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 36][Batch 839], Speed: 145.722 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 36][Batch 849], Speed: 135.570 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 36][Batch 859], Speed: 158.772 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 36][Batch 869], Speed: 139.042 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 36][Batch 879], Speed: 150.428 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 36][Batch 889], Speed: 159.376 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 36][Batch 899], Speed: 155.241 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 36][Batch 909], Speed: 144.416 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 36][Batch 919], Speed: 144.322 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 36][Batch 929], Speed: 152.339 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 36][Batch 939], Speed: 155.136 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 36][Batch 949], Speed: 149.993 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 36][Batch 959], Speed: 161.241 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 36][Batch 969], Speed: 147.709 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 36][Batch 979], Speed: 160.346 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 36][Batch 989], Speed: 152.721 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.994 [Epoch 36][Batch 999], Speed: 153.532 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.994 [Epoch 36][Batch 1009], Speed: 148.001 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.994 [Epoch 36][Batch 1019], Speed: 151.775 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.994 [Epoch 36][Batch 1029], Speed: 148.839 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.994 [Epoch 36][Batch 1039], Speed: 151.887 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.994 [Epoch 36][Batch 1049], Speed: 148.319 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.994 [Epoch 36][Batch 1059], Speed: 159.975 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.994 [Epoch 36][Batch 1069], Speed: 159.040 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.994 [Epoch 36][Batch 1079], Speed: 158.219 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.993 [Epoch 36][Batch 1089], Speed: 144.383 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.993 [Epoch 36][Batch 1099], Speed: 151.786 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.993 [Epoch 36][Batch 1109], Speed: 144.349 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.993 [Epoch 36][Batch 1119], Speed: 160.564 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.993 [Epoch 36][Batch 1129], Speed: 145.079 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.993 [Epoch 36][Batch 1139], Speed: 150.644 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.993 [Epoch 36][Batch 1149], Speed: 149.856 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.993 [Epoch 36][Batch 1159], Speed: 157.443 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.993 [Epoch 36][Batch 1169], Speed: 154.960 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.992 [Epoch 36][Batch 1179], Speed: 152.282 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.992 [Epoch 36][Batch 1189], Speed: 149.457 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.992 [Epoch 36][Batch 1199], Speed: 146.426 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.992 [Epoch 36][Batch 1209], Speed: 146.595 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.992 [Epoch 36][Batch 1219], Speed: 142.074 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.992 [Epoch 36] Training cost: 802.189, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.992 [Epoch 37][Batch 9], Speed: 133.946 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=1.992 [Epoch 37][Batch 19], Speed: 142.261 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 37][Batch 29], Speed: 152.531 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 37][Batch 39], Speed: 151.713 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 37][Batch 49], Speed: 153.611 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 37][Batch 59], Speed: 156.185 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 37][Batch 69], Speed: 150.421 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 37][Batch 79], Speed: 141.051 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.991 [Epoch 37][Batch 89], Speed: 132.691 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.991 [Epoch 37][Batch 99], Speed: 141.696 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.991 [Epoch 37][Batch 109], Speed: 152.726 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.991 [Epoch 37][Batch 119], Speed: 155.058 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.991 [Epoch 37][Batch 129], Speed: 137.614 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 37][Batch 139], Speed: 146.346 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 37][Batch 149], Speed: 144.814 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 37][Batch 159], Speed: 147.407 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 37][Batch 169], Speed: 143.831 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 37][Batch 179], Speed: 160.882 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.990 [Epoch 37][Batch 189], Speed: 130.860 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 37][Batch 199], Speed: 142.804 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.990 [Epoch 37][Batch 209], Speed: 131.813 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 37][Batch 219], Speed: 153.555 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 37][Batch 229], Speed: 149.669 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 37][Batch 239], Speed: 153.896 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 37][Batch 249], Speed: 153.108 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 37][Batch 259], Speed: 146.641 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 37][Batch 269], Speed: 148.724 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 37][Batch 279], Speed: 153.575 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 37][Batch 289], Speed: 138.722 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 37][Batch 299], Speed: 156.761 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 37][Batch 309], Speed: 126.762 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 37][Batch 319], Speed: 141.212 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 37][Batch 329], Speed: 138.781 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 37][Batch 339], Speed: 148.303 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 37][Batch 349], Speed: 142.680 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 37][Batch 359], Speed: 146.924 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 37][Batch 369], Speed: 146.202 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 37][Batch 379], Speed: 140.816 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 37][Batch 389], Speed: 140.327 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 37][Batch 399], Speed: 153.917 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 37][Batch 409], Speed: 145.788 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 37][Batch 419], Speed: 145.552 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 37][Batch 429], Speed: 150.952 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 37][Batch 439], Speed: 144.265 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 37][Batch 449], Speed: 146.901 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 37][Batch 459], Speed: 156.545 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 37][Batch 469], Speed: 150.535 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 37][Batch 479], Speed: 152.217 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 37][Batch 489], Speed: 134.120 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 37][Batch 499], Speed: 152.970 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 37][Batch 509], Speed: 146.066 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 37][Batch 519], Speed: 152.270 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 37][Batch 529], Speed: 145.290 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 37][Batch 539], Speed: 153.792 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 37][Batch 549], Speed: 143.176 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 37][Batch 559], Speed: 146.603 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 37][Batch 569], Speed: 143.339 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 37][Batch 579], Speed: 144.735 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 37][Batch 589], Speed: 144.495 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 37][Batch 599], Speed: 148.995 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 37][Batch 609], Speed: 145.262 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 37][Batch 619], Speed: 148.673 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 37][Batch 629], Speed: 133.881 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 37][Batch 639], Speed: 149.399 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 37][Batch 649], Speed: 145.156 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 37][Batch 659], Speed: 152.128 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 37][Batch 669], Speed: 144.554 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 37][Batch 679], Speed: 144.672 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 37][Batch 689], Speed: 141.525 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 37][Batch 699], Speed: 150.086 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 37][Batch 709], Speed: 133.175 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 37][Batch 719], Speed: 151.916 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 37][Batch 729], Speed: 150.837 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 37][Batch 739], Speed: 155.164 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 37][Batch 749], Speed: 147.493 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 37][Batch 759], Speed: 148.635 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 37][Batch 769], Speed: 149.265 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 37][Batch 779], Speed: 159.888 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 37][Batch 789], Speed: 151.411 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 37][Batch 799], Speed: 152.948 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 37][Batch 809], Speed: 141.529 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 37][Batch 819], Speed: 154.469 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 37][Batch 829], Speed: 151.797 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 37][Batch 839], Speed: 159.068 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 37][Batch 849], Speed: 153.016 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 37][Batch 859], Speed: 145.120 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 37][Batch 869], Speed: 146.599 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 37][Batch 879], Speed: 141.173 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 37][Batch 889], Speed: 150.236 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 37][Batch 899], Speed: 154.080 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 37][Batch 909], Speed: 145.584 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 37][Batch 919], Speed: 148.159 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 37][Batch 929], Speed: 155.333 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 37][Batch 939], Speed: 150.635 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 37][Batch 949], Speed: 142.884 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 37][Batch 959], Speed: 154.562 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 37][Batch 969], Speed: 154.634 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 37][Batch 979], Speed: 150.578 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 37][Batch 989], Speed: 141.682 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 37][Batch 999], Speed: 155.625 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 37][Batch 1009], Speed: 140.389 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 37][Batch 1019], Speed: 149.618 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 37][Batch 1029], Speed: 150.923 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 37][Batch 1039], Speed: 147.540 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 37][Batch 1049], Speed: 148.613 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 37][Batch 1059], Speed: 144.496 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 37][Batch 1069], Speed: 142.994 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 37][Batch 1079], Speed: 152.587 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 37][Batch 1089], Speed: 137.647 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 37][Batch 1099], Speed: 153.080 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 37][Batch 1109], Speed: 140.807 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 37][Batch 1119], Speed: 148.013 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 37][Batch 1129], Speed: 120.330 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 37][Batch 1139], Speed: 143.265 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 37][Batch 1149], Speed: 164.763 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 37][Batch 1159], Speed: 148.244 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 37][Batch 1169], Speed: 160.860 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 37][Batch 1179], Speed: 146.292 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 37][Batch 1189], Speed: 148.128 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 37][Batch 1199], Speed: 142.172 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 37][Batch 1209], Speed: 136.767 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 37][Batch 1219], Speed: 157.523 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 37] Training cost: 813.138, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 38][Batch 9], Speed: 148.265 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.978 [Epoch 38][Batch 19], Speed: 159.332 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.978 [Epoch 38][Batch 29], Speed: 155.243 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 38][Batch 39], Speed: 145.268 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 38][Batch 49], Speed: 133.867 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 38][Batch 59], Speed: 157.002 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.978 [Epoch 38][Batch 69], Speed: 137.886 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 38][Batch 79], Speed: 150.540 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.978 [Epoch 38][Batch 89], Speed: 157.140 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.977 [Epoch 38][Batch 99], Speed: 154.567 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 38][Batch 109], Speed: 155.605 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 38][Batch 119], Speed: 154.294 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 38][Batch 129], Speed: 147.501 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 38][Batch 139], Speed: 145.397 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 38][Batch 149], Speed: 148.905 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 38][Batch 159], Speed: 153.399 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 38][Batch 169], Speed: 150.132 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 38][Batch 179], Speed: 161.435 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 38][Batch 189], Speed: 137.646 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 38][Batch 199], Speed: 155.119 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 38][Batch 209], Speed: 145.508 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 38][Batch 219], Speed: 152.230 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.976 [Epoch 38][Batch 229], Speed: 143.888 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.976 [Epoch 38][Batch 239], Speed: 159.015 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 38][Batch 249], Speed: 146.390 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 38][Batch 259], Speed: 147.981 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 38][Batch 269], Speed: 137.815 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 38][Batch 279], Speed: 157.506 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 38][Batch 289], Speed: 151.694 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 38][Batch 299], Speed: 166.300 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 38][Batch 309], Speed: 139.505 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 38][Batch 319], Speed: 147.513 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 38][Batch 329], Speed: 150.809 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 38][Batch 339], Speed: 150.322 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 38][Batch 349], Speed: 157.824 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 38][Batch 359], Speed: 156.052 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 38][Batch 369], Speed: 142.595 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 38][Batch 379], Speed: 140.546 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 38][Batch 389], Speed: 154.324 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.974 [Epoch 38][Batch 399], Speed: 157.974 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.974 [Epoch 38][Batch 409], Speed: 158.073 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 38][Batch 419], Speed: 159.478 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 38][Batch 429], Speed: 141.200 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.974 [Epoch 38][Batch 439], Speed: 145.079 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.974 [Epoch 38][Batch 449], Speed: 145.602 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.974 [Epoch 38][Batch 459], Speed: 149.587 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.974 [Epoch 38][Batch 469], Speed: 160.422 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 38][Batch 479], Speed: 165.286 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 38][Batch 489], Speed: 150.660 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 38][Batch 499], Speed: 140.686 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 38][Batch 509], Speed: 134.529 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 38][Batch 519], Speed: 148.302 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 38][Batch 529], Speed: 149.816 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 38][Batch 539], Speed: 166.999 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 38][Batch 549], Speed: 151.861 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 38][Batch 559], Speed: 152.410 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 38][Batch 569], Speed: 154.709 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 38][Batch 579], Speed: 147.904 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 38][Batch 589], Speed: 145.683 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 38][Batch 599], Speed: 159.085 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 38][Batch 609], Speed: 149.771 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 38][Batch 619], Speed: 141.705 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 38][Batch 629], Speed: 147.200 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 38][Batch 639], Speed: 152.840 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 38][Batch 649], Speed: 156.130 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 38][Batch 659], Speed: 144.127 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.971 [Epoch 38][Batch 669], Speed: 143.626 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.971 [Epoch 38][Batch 679], Speed: 148.418 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.971 [Epoch 38][Batch 689], Speed: 151.415 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.971 [Epoch 38][Batch 699], Speed: 158.163 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.971 [Epoch 38][Batch 709], Speed: 154.088 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.971 [Epoch 38][Batch 719], Speed: 154.281 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.971 [Epoch 38][Batch 729], Speed: 150.250 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.971 [Epoch 38][Batch 739], Speed: 147.766 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.971 [Epoch 38][Batch 749], Speed: 149.585 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.970 [Epoch 38][Batch 759], Speed: 156.021 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.970 [Epoch 38][Batch 769], Speed: 154.181 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.970 [Epoch 38][Batch 779], Speed: 148.649 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.970 [Epoch 38][Batch 789], Speed: 138.588 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.970 [Epoch 38][Batch 799], Speed: 137.755 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.970 [Epoch 38][Batch 809], Speed: 152.475 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.970 [Epoch 38][Batch 819], Speed: 155.206 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.970 [Epoch 38][Batch 829], Speed: 155.865 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.970 [Epoch 38][Batch 839], Speed: 152.160 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.970 [Epoch 38][Batch 849], Speed: 141.879 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 38][Batch 859], Speed: 142.156 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 38][Batch 869], Speed: 145.461 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 38][Batch 879], Speed: 154.338 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 38][Batch 889], Speed: 152.998 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 38][Batch 899], Speed: 154.414 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 38][Batch 909], Speed: 150.817 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 38][Batch 919], Speed: 131.731 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 38][Batch 929], Speed: 143.235 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 38][Batch 939], Speed: 154.696 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 38][Batch 949], Speed: 153.034 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.968 [Epoch 38][Batch 959], Speed: 152.493 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.968 [Epoch 38][Batch 969], Speed: 148.121 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.968 [Epoch 38][Batch 979], Speed: 145.812 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.968 [Epoch 38][Batch 989], Speed: 138.281 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.968 [Epoch 38][Batch 999], Speed: 152.877 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.968 [Epoch 38][Batch 1009], Speed: 149.691 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.968 [Epoch 38][Batch 1019], Speed: 159.076 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.968 [Epoch 38][Batch 1029], Speed: 148.023 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.968 [Epoch 38][Batch 1039], Speed: 151.902 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.968 [Epoch 38][Batch 1049], Speed: 150.298 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.967 [Epoch 38][Batch 1059], Speed: 152.528 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.967 [Epoch 38][Batch 1069], Speed: 150.854 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.967 [Epoch 38][Batch 1079], Speed: 147.173 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.967 [Epoch 38][Batch 1089], Speed: 143.028 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.967 [Epoch 38][Batch 1099], Speed: 140.984 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.967 [Epoch 38][Batch 1109], Speed: 157.918 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.967 [Epoch 38][Batch 1119], Speed: 148.608 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.967 [Epoch 38][Batch 1129], Speed: 158.466 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.967 [Epoch 38][Batch 1139], Speed: 151.257 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.966 [Epoch 38][Batch 1149], Speed: 157.847 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.966 [Epoch 38][Batch 1159], Speed: 150.357 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.966 [Epoch 38][Batch 1169], Speed: 150.379 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.966 [Epoch 38][Batch 1179], Speed: 150.083 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.966 [Epoch 38][Batch 1189], Speed: 154.515 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.966 [Epoch 38][Batch 1199], Speed: 152.979 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.966 [Epoch 38][Batch 1209], Speed: 167.592 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.966 [Epoch 38][Batch 1219], Speed: 139.897 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.966 [Epoch 38] Training cost: 799.673, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.966 [Epoch 39][Batch 9], Speed: 149.030 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 39][Batch 19], Speed: 150.806 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 39][Batch 29], Speed: 152.787 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 39][Batch 39], Speed: 156.307 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 39][Batch 49], Speed: 156.397 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 39][Batch 59], Speed: 159.896 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 39][Batch 69], Speed: 133.150 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 39][Batch 79], Speed: 147.383 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 39][Batch 89], Speed: 153.099 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 39][Batch 99], Speed: 135.527 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 39][Batch 109], Speed: 139.831 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 39][Batch 119], Speed: 155.467 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 39][Batch 129], Speed: 159.395 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 39][Batch 139], Speed: 147.212 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 39][Batch 149], Speed: 149.926 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 39][Batch 159], Speed: 142.792 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 39][Batch 169], Speed: 152.085 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 39][Batch 179], Speed: 161.007 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 39][Batch 189], Speed: 149.468 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 39][Batch 199], Speed: 152.803 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 39][Batch 209], Speed: 135.176 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 39][Batch 219], Speed: 140.654 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 39][Batch 229], Speed: 144.522 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 39][Batch 239], Speed: 162.886 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 39][Batch 249], Speed: 151.841 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 39][Batch 259], Speed: 133.868 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 39][Batch 269], Speed: 134.165 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 39][Batch 279], Speed: 147.835 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 39][Batch 289], Speed: 151.442 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 39][Batch 299], Speed: 153.456 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 39][Batch 309], Speed: 148.715 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 39][Batch 319], Speed: 146.930 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 39][Batch 329], Speed: 154.609 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 39][Batch 339], Speed: 147.292 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 39][Batch 349], Speed: 136.817 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.962 [Epoch 39][Batch 359], Speed: 159.059 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 39][Batch 369], Speed: 140.276 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.962 [Epoch 39][Batch 379], Speed: 151.129 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.962 [Epoch 39][Batch 389], Speed: 141.383 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.962 [Epoch 39][Batch 399], Speed: 150.189 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.961 [Epoch 39][Batch 409], Speed: 153.277 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.961 [Epoch 39][Batch 419], Speed: 140.838 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 39][Batch 429], Speed: 148.902 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.961 [Epoch 39][Batch 439], Speed: 152.432 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 39][Batch 449], Speed: 144.201 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 39][Batch 459], Speed: 159.410 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 39][Batch 469], Speed: 155.118 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 39][Batch 479], Speed: 157.863 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 39][Batch 489], Speed: 143.113 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.960 [Epoch 39][Batch 499], Speed: 133.043 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.960 [Epoch 39][Batch 509], Speed: 149.227 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.960 [Epoch 39][Batch 519], Speed: 143.743 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.960 [Epoch 39][Batch 529], Speed: 155.779 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.960 [Epoch 39][Batch 539], Speed: 142.400 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.960 [Epoch 39][Batch 549], Speed: 141.973 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.960 [Epoch 39][Batch 559], Speed: 155.816 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.960 [Epoch 39][Batch 569], Speed: 146.557 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.960 [Epoch 39][Batch 579], Speed: 150.805 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.960 [Epoch 39][Batch 589], Speed: 148.307 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.959 [Epoch 39][Batch 599], Speed: 152.640 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.959 [Epoch 39][Batch 609], Speed: 137.373 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.959 [Epoch 39][Batch 619], Speed: 147.170 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.959 [Epoch 39][Batch 629], Speed: 136.171 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.959 [Epoch 39][Batch 639], Speed: 144.087 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.959 [Epoch 39][Batch 649], Speed: 156.789 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.959 [Epoch 39][Batch 659], Speed: 155.022 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.959 [Epoch 39][Batch 669], Speed: 146.328 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.959 [Epoch 39][Batch 679], Speed: 150.488 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.959 [Epoch 39][Batch 689], Speed: 145.428 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 39][Batch 699], Speed: 157.027 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 39][Batch 709], Speed: 150.791 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 39][Batch 719], Speed: 157.214 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 39][Batch 729], Speed: 153.038 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 39][Batch 739], Speed: 148.956 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 39][Batch 749], Speed: 140.499 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 39][Batch 759], Speed: 154.110 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 39][Batch 769], Speed: 151.540 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 39][Batch 779], Speed: 155.125 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 39][Batch 789], Speed: 138.012 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.957 [Epoch 39][Batch 799], Speed: 149.059 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.957 [Epoch 39][Batch 809], Speed: 142.236 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.957 [Epoch 39][Batch 819], Speed: 158.274 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.957 [Epoch 39][Batch 829], Speed: 161.295 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.957 [Epoch 39][Batch 839], Speed: 148.540 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.957 [Epoch 39][Batch 849], Speed: 140.362 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.957 [Epoch 39][Batch 859], Speed: 150.549 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.957 [Epoch 39][Batch 869], Speed: 144.147 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.957 [Epoch 39][Batch 879], Speed: 149.169 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.957 [Epoch 39][Batch 889], Speed: 148.600 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.956 [Epoch 39][Batch 899], Speed: 159.267 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.956 [Epoch 39][Batch 909], Speed: 144.122 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.956 [Epoch 39][Batch 919], Speed: 141.903 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.956 [Epoch 39][Batch 929], Speed: 139.797 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.956 [Epoch 39][Batch 939], Speed: 141.067 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.956 [Epoch 39][Batch 949], Speed: 142.457 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.956 [Epoch 39][Batch 959], Speed: 155.942 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.956 [Epoch 39][Batch 969], Speed: 123.062 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.956 [Epoch 39][Batch 979], Speed: 136.950 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.956 [Epoch 39][Batch 989], Speed: 142.628 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 999], Speed: 158.488 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 1009], Speed: 147.743 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 1019], Speed: 152.400 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 1029], Speed: 145.668 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 1039], Speed: 143.927 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 1049], Speed: 152.982 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 1059], Speed: 141.562 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 1069], Speed: 149.244 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 1079], Speed: 161.555 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 1089], Speed: 141.105 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.955 [Epoch 39][Batch 1099], Speed: 153.531 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.954 [Epoch 39][Batch 1109], Speed: 152.025 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.954 [Epoch 39][Batch 1119], Speed: 153.132 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.954 [Epoch 39][Batch 1129], Speed: 142.050 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.954 [Epoch 39][Batch 1139], Speed: 166.099 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.954 [Epoch 39][Batch 1149], Speed: 159.248 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.954 [Epoch 39][Batch 1159], Speed: 146.649 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.954 [Epoch 39][Batch 1169], Speed: 135.452 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.954 [Epoch 39][Batch 1179], Speed: 145.825 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.954 [Epoch 39][Batch 1189], Speed: 155.207 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.954 [Epoch 39][Batch 1199], Speed: 156.232 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.953 [Epoch 39][Batch 1209], Speed: 159.020 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.953 [Epoch 39][Batch 1219], Speed: 148.325 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.953 [Epoch 39] Training cost: 803.963, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.953 [Epoch 40][Batch 9], Speed: 143.077 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 40][Batch 19], Speed: 142.490 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 40][Batch 29], Speed: 150.317 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 40][Batch 39], Speed: 155.295 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 40][Batch 49], Speed: 152.316 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 40][Batch 59], Speed: 152.548 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 40][Batch 69], Speed: 150.686 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 40][Batch 79], Speed: 152.902 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 40][Batch 89], Speed: 144.774 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 40][Batch 99], Speed: 156.778 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 40][Batch 109], Speed: 146.392 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 40][Batch 119], Speed: 155.034 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 40][Batch 129], Speed: 158.423 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 40][Batch 139], Speed: 140.576 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 40][Batch 149], Speed: 137.672 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 40][Batch 159], Speed: 142.538 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 40][Batch 169], Speed: 153.951 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 40][Batch 179], Speed: 162.233 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 40][Batch 189], Speed: 147.164 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.951 [Epoch 40][Batch 199], Speed: 140.716 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.951 [Epoch 40][Batch 209], Speed: 154.417 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.951 [Epoch 40][Batch 219], Speed: 160.245 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.951 [Epoch 40][Batch 229], Speed: 153.101 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.951 [Epoch 40][Batch 239], Speed: 148.597 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.951 [Epoch 40][Batch 249], Speed: 142.512 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 40][Batch 259], Speed: 149.932 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 40][Batch 269], Speed: 139.270 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 40][Batch 279], Speed: 157.191 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 40][Batch 289], Speed: 155.527 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 40][Batch 299], Speed: 157.479 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 40][Batch 309], Speed: 146.406 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 40][Batch 319], Speed: 156.539 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 40][Batch 329], Speed: 150.755 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 40][Batch 339], Speed: 156.701 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 40][Batch 349], Speed: 156.883 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 40][Batch 359], Speed: 160.927 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 40][Batch 369], Speed: 147.866 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 40][Batch 379], Speed: 153.790 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 40][Batch 389], Speed: 153.777 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 40][Batch 399], Speed: 149.101 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 40][Batch 409], Speed: 144.585 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 40][Batch 419], Speed: 159.465 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 40][Batch 429], Speed: 139.621 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 40][Batch 439], Speed: 138.906 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 40][Batch 449], Speed: 148.787 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 40][Batch 459], Speed: 154.142 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 40][Batch 469], Speed: 161.140 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 40][Batch 479], Speed: 152.239 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 40][Batch 489], Speed: 137.167 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.948 [Epoch 40][Batch 499], Speed: 152.515 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 40][Batch 509], Speed: 153.187 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 40][Batch 519], Speed: 155.402 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.948 [Epoch 40][Batch 529], Speed: 150.337 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.948 [Epoch 40][Batch 539], Speed: 160.926 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.948 [Epoch 40][Batch 549], Speed: 153.112 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.948 [Epoch 40][Batch 559], Speed: 148.468 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.948 [Epoch 40][Batch 569], Speed: 146.536 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.948 [Epoch 40][Batch 579], Speed: 154.698 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.948 [Epoch 40][Batch 589], Speed: 156.982 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 40][Batch 599], Speed: 163.577 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 40][Batch 609], Speed: 144.009 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 40][Batch 619], Speed: 147.061 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 40][Batch 629], Speed: 149.627 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.947 [Epoch 40][Batch 639], Speed: 159.070 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.947 [Epoch 40][Batch 649], Speed: 149.430 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.947 [Epoch 40][Batch 659], Speed: 134.156 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 40][Batch 669], Speed: 145.784 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 40][Batch 679], Speed: 152.245 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 40][Batch 689], Speed: 141.127 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 40][Batch 699], Speed: 162.670 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 40][Batch 709], Speed: 144.188 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 40][Batch 719], Speed: 156.417 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 40][Batch 729], Speed: 149.636 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 40][Batch 739], Speed: 138.549 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 40][Batch 749], Speed: 148.027 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 40][Batch 759], Speed: 153.286 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.946 [Epoch 40][Batch 769], Speed: 151.291 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.946 [Epoch 40][Batch 779], Speed: 148.142 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.946 [Epoch 40][Batch 789], Speed: 157.534 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 799], Speed: 153.105 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 809], Speed: 147.311 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 819], Speed: 148.515 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 829], Speed: 130.267 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 839], Speed: 147.574 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 849], Speed: 117.869 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 859], Speed: 139.862 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 869], Speed: 140.514 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 879], Speed: 163.556 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 889], Speed: 149.189 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.945 [Epoch 40][Batch 899], Speed: 141.493 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 40][Batch 909], Speed: 146.610 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 40][Batch 919], Speed: 130.082 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 40][Batch 929], Speed: 141.196 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 40][Batch 939], Speed: 146.214 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 40][Batch 949], Speed: 152.315 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 40][Batch 959], Speed: 144.931 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 40][Batch 969], Speed: 141.470 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 40][Batch 979], Speed: 160.251 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 40][Batch 989], Speed: 151.231 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 40][Batch 999], Speed: 162.120 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1009], Speed: 157.745 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1019], Speed: 141.997 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1029], Speed: 136.569 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1039], Speed: 156.487 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1049], Speed: 143.798 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1059], Speed: 165.768 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1069], Speed: 153.351 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1079], Speed: 149.334 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1089], Speed: 145.707 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1099], Speed: 122.796 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 40][Batch 1109], Speed: 141.015 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1119], Speed: 155.245 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1129], Speed: 146.403 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1139], Speed: 137.537 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1149], Speed: 165.200 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1159], Speed: 149.569 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1169], Speed: 152.096 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1179], Speed: 148.301 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1189], Speed: 152.845 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1199], Speed: 147.586 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1209], Speed: 152.686 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 40][Batch 1219], Speed: 140.165 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 40] Training cost: 801.949, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 40] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.456 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.286 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.085 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.441 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.254 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.629 person=38.5 bicycle=18.3 car=23.3 motorcycle=31.6 airplane=49.0 bus=49.8 train=56.4 truck=22.1 boat=12.6 traffic light=14.7 fire hydrant=52.4 stop sign=47.4 parking meter=34.2 bench=15.8 bird=19.2 cat=56.8 dog=50.0 horse=45.6 sheep=33.4 cow=38.0 elephant=51.8 bear=62.0 zebra=55.7 giraffe=60.5 backpack=6.4 umbrella=25.6 handbag=5.7 tie=15.9 suitcase=21.4 frisbee=39.9 skis=9.9 snowboard=16.5 sports ball=19.8 kite=23.8 baseball bat=12.7 baseball glove=20.2 skateboard=36.1 surfboard=21.4 tennis racket=30.5 bottle=18.9 wine glass=20.1 cup=25.5 fork=18.3 knife=6.8 spoon=6.3 bowl=23.7 banana=14.3 apple=10.5 sandwich=25.8 orange=23.6 broccoli=13.7 carrot=13.7 hot dog=20.7 pizza=38.3 donut=30.6 cake=24.2 chair=16.3 couch=30.9 potted plant=16.3 bed=35.1 dining table=15.6 toilet=53.3 tv=46.3 laptop=44.9 mouse=38.4 remote=10.9 keyboard=37.9 cell phone=18.1 microwave=40.0 oven=22.5 toaster=12.4 sink=23.5 refrigerator=44.8 book=2.8 clock=36.4 vase=23.3 scissors=20.9 teddy bear=34.7 hair drier=0.0 toothbrush=11.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =27.7 [Epoch 41][Batch 9], Speed: 150.778 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 41][Batch 19], Speed: 151.462 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 41][Batch 29], Speed: 150.401 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 41][Batch 39], Speed: 150.259 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 41][Batch 49], Speed: 155.401 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 41][Batch 59], Speed: 142.410 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 41][Batch 69], Speed: 151.244 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 41][Batch 79], Speed: 148.761 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 41][Batch 89], Speed: 148.692 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 41][Batch 99], Speed: 150.446 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.940 [Epoch 41][Batch 109], Speed: 146.878 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.940 [Epoch 41][Batch 119], Speed: 154.560 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 41][Batch 129], Speed: 143.316 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 41][Batch 139], Speed: 156.222 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.940 [Epoch 41][Batch 149], Speed: 152.789 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.940 [Epoch 41][Batch 159], Speed: 154.126 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.940 [Epoch 41][Batch 169], Speed: 144.799 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.940 [Epoch 41][Batch 179], Speed: 153.733 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.940 [Epoch 41][Batch 189], Speed: 152.131 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 41][Batch 199], Speed: 157.045 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 209], Speed: 155.009 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 219], Speed: 153.598 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 229], Speed: 139.856 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 239], Speed: 156.136 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 249], Speed: 137.815 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 259], Speed: 145.371 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 269], Speed: 123.764 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 279], Speed: 148.094 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 289], Speed: 149.837 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 299], Speed: 161.285 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.939 [Epoch 41][Batch 309], Speed: 145.812 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.938 [Epoch 41][Batch 319], Speed: 152.563 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.938 [Epoch 41][Batch 329], Speed: 136.483 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.938 [Epoch 41][Batch 339], Speed: 135.516 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.938 [Epoch 41][Batch 349], Speed: 149.108 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.938 [Epoch 41][Batch 359], Speed: 151.896 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.938 [Epoch 41][Batch 369], Speed: 136.462 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.938 [Epoch 41][Batch 379], Speed: 146.482 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.938 [Epoch 41][Batch 389], Speed: 152.634 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.938 [Epoch 41][Batch 399], Speed: 134.322 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.938 [Epoch 41][Batch 409], Speed: 149.439 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 41][Batch 419], Speed: 158.255 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 41][Batch 429], Speed: 140.715 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 41][Batch 439], Speed: 140.456 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 41][Batch 449], Speed: 136.647 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 41][Batch 459], Speed: 154.428 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 41][Batch 469], Speed: 138.679 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 41][Batch 479], Speed: 160.974 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 41][Batch 489], Speed: 147.507 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 41][Batch 499], Speed: 135.117 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 41][Batch 509], Speed: 134.840 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 519], Speed: 138.426 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 529], Speed: 144.438 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 539], Speed: 157.678 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 549], Speed: 143.443 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 559], Speed: 154.772 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 569], Speed: 138.102 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 579], Speed: 149.879 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 589], Speed: 140.324 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 599], Speed: 156.759 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 609], Speed: 146.849 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.936 [Epoch 41][Batch 619], Speed: 141.571 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 629], Speed: 143.884 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 639], Speed: 143.537 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 649], Speed: 162.459 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 659], Speed: 150.473 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 669], Speed: 146.024 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 679], Speed: 147.006 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 689], Speed: 158.448 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 699], Speed: 154.727 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 709], Speed: 145.928 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 719], Speed: 156.055 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.935 [Epoch 41][Batch 729], Speed: 145.242 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.934 [Epoch 41][Batch 739], Speed: 141.798 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.934 [Epoch 41][Batch 749], Speed: 149.917 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.934 [Epoch 41][Batch 759], Speed: 143.188 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.934 [Epoch 41][Batch 769], Speed: 159.799 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.934 [Epoch 41][Batch 779], Speed: 157.929 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.934 [Epoch 41][Batch 789], Speed: 150.696 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.934 [Epoch 41][Batch 799], Speed: 149.706 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.934 [Epoch 41][Batch 809], Speed: 149.568 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.934 [Epoch 41][Batch 819], Speed: 153.588 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.934 [Epoch 41][Batch 829], Speed: 147.092 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 839], Speed: 152.793 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 849], Speed: 152.702 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 859], Speed: 135.085 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 869], Speed: 149.266 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 879], Speed: 150.415 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 889], Speed: 151.623 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 899], Speed: 152.988 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 909], Speed: 132.512 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 919], Speed: 155.845 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 929], Speed: 146.184 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.933 [Epoch 41][Batch 939], Speed: 153.637 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 949], Speed: 155.781 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 959], Speed: 159.418 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 969], Speed: 154.432 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 979], Speed: 146.204 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 989], Speed: 153.506 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 999], Speed: 153.294 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 1009], Speed: 143.846 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 1019], Speed: 155.601 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 1029], Speed: 153.465 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 1039], Speed: 140.178 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.932 [Epoch 41][Batch 1049], Speed: 153.431 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1059], Speed: 146.514 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1069], Speed: 145.587 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1079], Speed: 156.667 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1089], Speed: 140.513 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1099], Speed: 127.416 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1109], Speed: 155.883 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1119], Speed: 150.818 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1129], Speed: 154.690 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1139], Speed: 151.576 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1149], Speed: 150.236 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.931 [Epoch 41][Batch 1159], Speed: 145.516 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 41][Batch 1169], Speed: 142.373 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 41][Batch 1179], Speed: 152.274 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 41][Batch 1189], Speed: 153.404 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 41][Batch 1199], Speed: 153.089 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 41][Batch 1209], Speed: 152.122 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 41][Batch 1219], Speed: 138.039 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 41] Training cost: 799.610, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 42][Batch 9], Speed: 151.107 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.930 [Epoch 42][Batch 19], Speed: 133.020 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 42][Batch 29], Speed: 151.922 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 42][Batch 39], Speed: 156.992 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 42][Batch 49], Speed: 158.739 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 42][Batch 59], Speed: 157.552 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 42][Batch 69], Speed: 142.994 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 42][Batch 79], Speed: 145.960 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 42][Batch 89], Speed: 146.948 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 42][Batch 99], Speed: 157.532 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 42][Batch 109], Speed: 160.649 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.929 [Epoch 42][Batch 119], Speed: 157.262 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.929 [Epoch 42][Batch 129], Speed: 143.265 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.929 [Epoch 42][Batch 139], Speed: 151.038 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.929 [Epoch 42][Batch 149], Speed: 140.811 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 159], Speed: 150.593 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 169], Speed: 142.518 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 179], Speed: 162.316 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 189], Speed: 154.775 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 199], Speed: 149.355 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 209], Speed: 148.853 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 219], Speed: 155.433 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 229], Speed: 146.881 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 239], Speed: 154.324 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 249], Speed: 148.166 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.928 [Epoch 42][Batch 259], Speed: 140.061 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 269], Speed: 149.745 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 279], Speed: 153.311 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 289], Speed: 147.128 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 299], Speed: 154.895 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 309], Speed: 147.714 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 319], Speed: 150.069 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 329], Speed: 152.986 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 339], Speed: 151.463 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 349], Speed: 148.381 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 359], Speed: 133.364 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.927 [Epoch 42][Batch 369], Speed: 132.519 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 379], Speed: 137.750 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 389], Speed: 153.858 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 399], Speed: 155.440 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 409], Speed: 155.533 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 419], Speed: 138.867 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 429], Speed: 139.522 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 439], Speed: 149.397 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 449], Speed: 152.228 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 459], Speed: 157.044 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 469], Speed: 152.704 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.926 [Epoch 42][Batch 479], Speed: 150.678 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 489], Speed: 148.833 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 499], Speed: 131.701 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 509], Speed: 154.584 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 519], Speed: 154.051 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 529], Speed: 150.065 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 539], Speed: 157.770 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 549], Speed: 144.601 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 559], Speed: 140.965 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 569], Speed: 155.849 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 579], Speed: 154.183 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.925 [Epoch 42][Batch 589], Speed: 136.425 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 599], Speed: 162.610 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 609], Speed: 144.655 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 619], Speed: 140.156 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 629], Speed: 152.390 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 639], Speed: 150.371 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 649], Speed: 155.785 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 659], Speed: 151.768 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 669], Speed: 141.345 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 679], Speed: 144.671 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 689], Speed: 147.479 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 42][Batch 699], Speed: 149.620 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 709], Speed: 155.048 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 719], Speed: 158.085 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 729], Speed: 153.881 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 739], Speed: 145.175 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 749], Speed: 152.293 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 759], Speed: 148.400 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 769], Speed: 158.739 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 779], Speed: 150.873 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 789], Speed: 135.449 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 799], Speed: 151.928 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 42][Batch 809], Speed: 152.101 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 819], Speed: 149.209 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 829], Speed: 144.435 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 839], Speed: 154.559 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 849], Speed: 149.598 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 859], Speed: 143.053 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 869], Speed: 151.579 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 879], Speed: 150.730 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 889], Speed: 147.636 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 899], Speed: 160.517 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 909], Speed: 140.117 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 919], Speed: 151.913 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.922 [Epoch 42][Batch 929], Speed: 150.931 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 939], Speed: 155.564 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 949], Speed: 141.490 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 959], Speed: 147.825 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 969], Speed: 144.764 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 979], Speed: 137.842 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 989], Speed: 153.787 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 999], Speed: 154.506 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 1009], Speed: 151.897 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 1019], Speed: 147.890 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 1029], Speed: 148.191 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 42][Batch 1039], Speed: 145.698 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1049], Speed: 153.653 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1059], Speed: 151.910 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1069], Speed: 154.919 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1079], Speed: 153.379 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1089], Speed: 154.434 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1099], Speed: 139.772 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1109], Speed: 152.758 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1119], Speed: 144.709 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1129], Speed: 151.185 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1139], Speed: 163.838 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.920 [Epoch 42][Batch 1149], Speed: 162.273 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 42][Batch 1159], Speed: 148.656 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 42][Batch 1169], Speed: 162.030 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 42][Batch 1179], Speed: 145.579 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 42][Batch 1189], Speed: 155.305 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 42][Batch 1199], Speed: 154.408 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 42][Batch 1209], Speed: 153.124 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 42][Batch 1219], Speed: 149.974 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 42] Training cost: 802.281, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 43][Batch 9], Speed: 137.389 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.224, HeatmapFocal=1.919 [Epoch 43][Batch 19], Speed: 132.030 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 43][Batch 29], Speed: 147.265 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.919 [Epoch 43][Batch 39], Speed: 151.871 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 43][Batch 49], Speed: 153.763 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 59], Speed: 150.949 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 69], Speed: 145.781 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 79], Speed: 142.473 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 89], Speed: 154.278 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 99], Speed: 157.511 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 109], Speed: 155.434 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 119], Speed: 155.389 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 129], Speed: 148.862 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 139], Speed: 143.507 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 149], Speed: 157.445 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 43][Batch 159], Speed: 145.205 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 169], Speed: 160.226 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 179], Speed: 150.217 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 189], Speed: 141.615 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 199], Speed: 142.912 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 209], Speed: 139.193 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 219], Speed: 145.730 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 229], Speed: 156.279 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 239], Speed: 160.021 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 249], Speed: 146.209 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 259], Speed: 138.489 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 43][Batch 269], Speed: 151.827 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 279], Speed: 147.417 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 289], Speed: 152.654 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 299], Speed: 158.735 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 309], Speed: 148.205 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 319], Speed: 143.201 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 329], Speed: 156.289 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 339], Speed: 147.776 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 349], Speed: 151.317 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 359], Speed: 151.180 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 369], Speed: 153.010 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 43][Batch 379], Speed: 136.351 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 43][Batch 389], Speed: 146.962 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 43][Batch 399], Speed: 150.146 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 43][Batch 409], Speed: 157.088 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 43][Batch 419], Speed: 152.524 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 43][Batch 429], Speed: 152.464 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 43][Batch 439], Speed: 141.275 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 43][Batch 449], Speed: 149.269 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 43][Batch 459], Speed: 154.678 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 43][Batch 469], Speed: 142.912 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 43][Batch 479], Speed: 138.629 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 43][Batch 489], Speed: 151.872 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 499], Speed: 141.461 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 509], Speed: 150.897 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 519], Speed: 146.599 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 529], Speed: 154.653 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 539], Speed: 159.109 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 549], Speed: 135.640 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 559], Speed: 140.563 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 569], Speed: 156.652 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 579], Speed: 146.935 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 589], Speed: 156.761 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 43][Batch 599], Speed: 152.007 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 609], Speed: 154.489 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 619], Speed: 135.228 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 629], Speed: 145.563 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 639], Speed: 145.985 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 649], Speed: 150.064 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 659], Speed: 163.702 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 669], Speed: 141.613 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 679], Speed: 134.319 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 689], Speed: 157.009 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 699], Speed: 148.219 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 709], Speed: 151.722 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 43][Batch 719], Speed: 148.701 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 729], Speed: 146.347 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 739], Speed: 146.412 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 749], Speed: 147.191 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 759], Speed: 147.072 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 769], Speed: 150.105 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 779], Speed: 145.093 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 789], Speed: 155.227 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 799], Speed: 137.651 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 809], Speed: 146.691 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 819], Speed: 149.197 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 829], Speed: 139.349 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 43][Batch 839], Speed: 152.381 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 849], Speed: 154.838 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 859], Speed: 146.326 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 869], Speed: 145.589 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 879], Speed: 152.572 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 889], Speed: 147.276 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 899], Speed: 150.916 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 909], Speed: 151.001 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 919], Speed: 145.844 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 929], Speed: 148.420 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 939], Speed: 151.062 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 949], Speed: 151.384 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 43][Batch 959], Speed: 159.320 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 969], Speed: 147.018 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 979], Speed: 149.252 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 989], Speed: 128.231 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 999], Speed: 144.066 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 1009], Speed: 155.509 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 1019], Speed: 150.794 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 1029], Speed: 153.754 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 1039], Speed: 146.084 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 1049], Speed: 140.305 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 1059], Speed: 149.726 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 43][Batch 1069], Speed: 155.544 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1079], Speed: 146.054 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1089], Speed: 140.932 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1099], Speed: 137.315 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1109], Speed: 143.432 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1119], Speed: 144.565 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1129], Speed: 143.315 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1139], Speed: 145.205 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1149], Speed: 151.524 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1159], Speed: 135.446 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1169], Speed: 139.620 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1179], Speed: 149.906 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 43][Batch 1189], Speed: 140.420 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 43][Batch 1199], Speed: 136.995 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 43][Batch 1209], Speed: 158.764 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 43][Batch 1219], Speed: 138.620 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 43] Training cost: 804.409, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 44][Batch 9], Speed: 150.134 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.224, HeatmapFocal=1.908 [Epoch 44][Batch 19], Speed: 155.394 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 44][Batch 29], Speed: 149.115 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.908 [Epoch 44][Batch 39], Speed: 154.077 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.908 [Epoch 44][Batch 49], Speed: 148.206 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.908 [Epoch 44][Batch 59], Speed: 152.893 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.908 [Epoch 44][Batch 69], Speed: 145.075 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.908 [Epoch 44][Batch 79], Speed: 134.126 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.908 [Epoch 44][Batch 89], Speed: 153.302 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 99], Speed: 127.070 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 109], Speed: 156.186 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 119], Speed: 151.679 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 129], Speed: 156.191 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 139], Speed: 143.449 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 149], Speed: 144.261 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 159], Speed: 148.782 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 169], Speed: 141.931 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 179], Speed: 151.494 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 189], Speed: 142.985 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 199], Speed: 141.341 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.907 [Epoch 44][Batch 209], Speed: 153.076 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 219], Speed: 153.930 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 229], Speed: 158.398 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 239], Speed: 153.400 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 249], Speed: 154.729 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 259], Speed: 145.561 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 269], Speed: 159.317 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 279], Speed: 158.749 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 289], Speed: 150.117 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 299], Speed: 154.927 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 309], Speed: 147.167 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.906 [Epoch 44][Batch 319], Speed: 138.139 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 329], Speed: 151.555 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 339], Speed: 133.864 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 349], Speed: 161.695 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 44][Batch 359], Speed: 157.948 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 369], Speed: 147.849 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 379], Speed: 147.661 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 389], Speed: 140.575 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 399], Speed: 155.014 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 409], Speed: 158.726 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 419], Speed: 160.126 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 429], Speed: 143.471 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.905 [Epoch 44][Batch 439], Speed: 145.844 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 44][Batch 449], Speed: 148.923 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 459], Speed: 157.651 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 469], Speed: 159.362 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 479], Speed: 149.617 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 489], Speed: 146.313 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 499], Speed: 142.552 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 509], Speed: 142.062 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 519], Speed: 153.964 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 529], Speed: 159.081 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 539], Speed: 160.410 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 549], Speed: 141.342 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 44][Batch 559], Speed: 144.121 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 569], Speed: 151.795 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 579], Speed: 158.516 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 589], Speed: 152.055 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 599], Speed: 153.289 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 609], Speed: 146.431 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 619], Speed: 136.894 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 629], Speed: 146.934 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 639], Speed: 147.967 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 649], Speed: 162.057 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 659], Speed: 161.831 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.903 [Epoch 44][Batch 669], Speed: 144.088 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 679], Speed: 140.273 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 689], Speed: 139.110 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 699], Speed: 148.044 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 709], Speed: 160.027 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 719], Speed: 160.977 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 729], Speed: 145.035 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 739], Speed: 136.081 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 749], Speed: 148.702 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 759], Speed: 138.169 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 769], Speed: 152.549 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 779], Speed: 166.279 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.902 [Epoch 44][Batch 789], Speed: 142.000 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 799], Speed: 133.959 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 809], Speed: 154.102 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 819], Speed: 146.300 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 829], Speed: 156.838 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 839], Speed: 148.522 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 849], Speed: 145.488 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 859], Speed: 134.374 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 869], Speed: 149.989 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 879], Speed: 155.261 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 889], Speed: 161.851 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 899], Speed: 156.300 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 909], Speed: 141.608 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.901 [Epoch 44][Batch 919], Speed: 150.285 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 929], Speed: 139.893 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 939], Speed: 154.642 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 949], Speed: 164.112 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 959], Speed: 161.164 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 969], Speed: 152.615 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 979], Speed: 131.241 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 989], Speed: 144.963 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 999], Speed: 146.928 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 1009], Speed: 160.053 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 1019], Speed: 160.231 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 1029], Speed: 141.006 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.900 [Epoch 44][Batch 1039], Speed: 142.976 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1049], Speed: 147.348 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1059], Speed: 153.287 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1069], Speed: 145.832 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1079], Speed: 141.308 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1089], Speed: 141.309 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1099], Speed: 142.220 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1109], Speed: 164.222 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1119], Speed: 161.736 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1129], Speed: 154.967 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1139], Speed: 158.897 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1149], Speed: 160.600 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 44][Batch 1159], Speed: 143.497 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 44][Batch 1169], Speed: 151.693 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 44][Batch 1179], Speed: 152.114 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 44][Batch 1189], Speed: 147.064 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 44][Batch 1199], Speed: 141.890 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 44][Batch 1209], Speed: 157.972 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 44][Batch 1219], Speed: 153.674 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 44] Training cost: 801.583, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 45][Batch 9], Speed: 153.097 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 45][Batch 19], Speed: 147.658 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 45][Batch 29], Speed: 148.834 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 45][Batch 39], Speed: 148.894 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 45][Batch 49], Speed: 161.230 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 45][Batch 59], Speed: 157.477 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 45][Batch 69], Speed: 145.155 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.897 [Epoch 45][Batch 79], Speed: 149.610 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 45][Batch 89], Speed: 155.971 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 45][Batch 99], Speed: 162.225 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 45][Batch 109], Speed: 153.437 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 45][Batch 119], Speed: 159.369 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 45][Batch 129], Speed: 152.249 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 45][Batch 139], Speed: 148.888 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 45][Batch 149], Speed: 143.703 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 45][Batch 159], Speed: 150.119 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 45][Batch 169], Speed: 154.142 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 179], Speed: 154.156 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 189], Speed: 145.356 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 199], Speed: 141.152 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 209], Speed: 155.220 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 219], Speed: 156.023 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 229], Speed: 144.187 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 239], Speed: 151.205 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 249], Speed: 135.167 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 259], Speed: 150.947 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 269], Speed: 150.370 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 279], Speed: 146.715 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 45][Batch 289], Speed: 150.173 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 299], Speed: 142.607 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 309], Speed: 136.604 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 319], Speed: 140.977 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 329], Speed: 148.255 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 339], Speed: 154.825 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 349], Speed: 152.575 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 359], Speed: 157.107 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 369], Speed: 138.888 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 379], Speed: 149.670 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 389], Speed: 141.985 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 399], Speed: 146.305 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 409], Speed: 157.750 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 45][Batch 419], Speed: 146.945 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 429], Speed: 145.056 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 439], Speed: 137.236 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 449], Speed: 154.646 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 459], Speed: 149.464 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 469], Speed: 154.613 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 479], Speed: 153.089 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 489], Speed: 124.921 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 499], Speed: 142.469 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 509], Speed: 144.268 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 519], Speed: 154.103 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 529], Speed: 145.433 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 45][Batch 539], Speed: 145.003 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 549], Speed: 138.460 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 559], Speed: 151.025 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 569], Speed: 142.079 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 579], Speed: 148.679 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 589], Speed: 147.679 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 599], Speed: 141.836 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 609], Speed: 151.634 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 619], Speed: 150.116 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 629], Speed: 141.304 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 639], Speed: 142.173 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 649], Speed: 148.146 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 45][Batch 659], Speed: 149.705 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 669], Speed: 144.722 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 679], Speed: 152.468 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 689], Speed: 140.029 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 699], Speed: 149.632 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 709], Speed: 160.808 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 719], Speed: 160.384 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 729], Speed: 154.571 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 739], Speed: 125.705 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 749], Speed: 149.077 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 759], Speed: 152.027 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 769], Speed: 146.373 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 779], Speed: 158.133 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 45][Batch 789], Speed: 149.805 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 799], Speed: 154.184 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 809], Speed: 155.900 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 819], Speed: 145.960 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 829], Speed: 155.904 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 839], Speed: 144.814 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 849], Speed: 155.483 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 859], Speed: 149.099 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 869], Speed: 144.072 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 879], Speed: 145.306 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 889], Speed: 152.802 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 899], Speed: 148.018 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 45][Batch 909], Speed: 150.123 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 919], Speed: 152.848 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 929], Speed: 154.799 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 939], Speed: 155.811 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 949], Speed: 145.321 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 959], Speed: 155.930 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 969], Speed: 155.089 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 979], Speed: 151.239 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 989], Speed: 150.047 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 999], Speed: 148.953 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 1009], Speed: 153.109 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 1019], Speed: 157.366 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 1029], Speed: 149.335 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 45][Batch 1039], Speed: 132.815 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1049], Speed: 145.623 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1059], Speed: 152.843 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1069], Speed: 149.107 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1079], Speed: 160.730 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1089], Speed: 146.940 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1099], Speed: 151.594 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1109], Speed: 159.806 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1119], Speed: 151.639 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1129], Speed: 149.990 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1139], Speed: 150.998 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1149], Speed: 148.921 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1159], Speed: 149.501 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 45][Batch 1169], Speed: 150.779 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 45][Batch 1179], Speed: 134.413 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 45][Batch 1189], Speed: 146.999 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 45][Batch 1199], Speed: 157.951 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 45][Batch 1209], Speed: 154.704 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 45][Batch 1219], Speed: 146.422 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 45] Training cost: 801.420, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 46][Batch 9], Speed: 152.558 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.888 [Epoch 46][Batch 19], Speed: 137.776 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 46][Batch 29], Speed: 149.820 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.888 [Epoch 46][Batch 39], Speed: 141.605 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.888 [Epoch 46][Batch 49], Speed: 155.288 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.888 [Epoch 46][Batch 59], Speed: 157.002 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.888 [Epoch 46][Batch 69], Speed: 149.790 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 79], Speed: 141.739 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 89], Speed: 146.519 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 99], Speed: 141.085 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 109], Speed: 152.811 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 119], Speed: 145.682 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 129], Speed: 149.923 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 46][Batch 139], Speed: 145.195 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 149], Speed: 151.653 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 159], Speed: 150.609 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 169], Speed: 141.114 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 179], Speed: 162.571 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 46][Batch 189], Speed: 146.284 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 199], Speed: 134.692 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 209], Speed: 148.013 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 219], Speed: 147.142 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 229], Speed: 150.118 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 239], Speed: 161.277 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 249], Speed: 143.696 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 259], Speed: 139.880 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 269], Speed: 154.067 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 279], Speed: 147.032 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 289], Speed: 160.146 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 299], Speed: 158.859 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 309], Speed: 133.948 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.886 [Epoch 46][Batch 319], Speed: 148.432 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 329], Speed: 146.027 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 339], Speed: 163.499 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 349], Speed: 154.460 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 359], Speed: 158.615 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 369], Speed: 152.337 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 379], Speed: 146.396 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 389], Speed: 140.730 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 399], Speed: 156.026 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 409], Speed: 153.684 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 419], Speed: 155.409 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 429], Speed: 136.217 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 439], Speed: 134.539 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.885 [Epoch 46][Batch 449], Speed: 142.885 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 459], Speed: 149.673 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 469], Speed: 142.233 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 479], Speed: 157.208 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 489], Speed: 155.876 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 499], Speed: 138.057 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 509], Speed: 147.750 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 519], Speed: 145.529 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 529], Speed: 151.516 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 539], Speed: 159.491 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 549], Speed: 143.423 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 559], Speed: 141.437 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.884 [Epoch 46][Batch 569], Speed: 150.459 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 579], Speed: 150.045 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 589], Speed: 157.015 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 599], Speed: 160.293 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 609], Speed: 152.792 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 619], Speed: 147.890 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 629], Speed: 150.489 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 639], Speed: 147.855 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 649], Speed: 144.915 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 659], Speed: 151.263 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 669], Speed: 140.237 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 679], Speed: 148.733 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 689], Speed: 151.822 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.883 [Epoch 46][Batch 699], Speed: 149.626 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 709], Speed: 155.881 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 719], Speed: 159.636 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 729], Speed: 122.890 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 739], Speed: 147.007 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 749], Speed: 140.986 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 759], Speed: 157.713 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 769], Speed: 150.629 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 779], Speed: 158.499 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 789], Speed: 147.397 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 799], Speed: 143.599 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 809], Speed: 144.610 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 819], Speed: 161.678 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 46][Batch 829], Speed: 153.820 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 46][Batch 839], Speed: 156.341 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 46][Batch 849], Speed: 151.949 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 46][Batch 859], Speed: 136.379 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 46][Batch 869], Speed: 147.410 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 46][Batch 879], Speed: 132.484 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 46][Batch 889], Speed: 156.719 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 46][Batch 899], Speed: 153.534 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 46][Batch 909], Speed: 145.877 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 46][Batch 919], Speed: 139.020 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 46][Batch 929], Speed: 141.110 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 46][Batch 939], Speed: 151.624 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 46][Batch 949], Speed: 149.571 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 46][Batch 959], Speed: 157.002 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 46][Batch 969], Speed: 150.010 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 46][Batch 979], Speed: 134.216 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 46][Batch 989], Speed: 148.935 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 46][Batch 999], Speed: 146.901 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 46][Batch 1009], Speed: 152.323 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 46][Batch 1019], Speed: 160.389 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 46][Batch 1029], Speed: 135.113 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 46][Batch 1039], Speed: 138.839 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 46][Batch 1049], Speed: 147.144 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 46][Batch 1059], Speed: 150.071 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.880 [Epoch 46][Batch 1069], Speed: 156.030 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.880 [Epoch 46][Batch 1079], Speed: 147.072 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.880 [Epoch 46][Batch 1089], Speed: 140.413 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.879 [Epoch 46][Batch 1099], Speed: 147.157 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.879 [Epoch 46][Batch 1109], Speed: 139.256 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.879 [Epoch 46][Batch 1119], Speed: 150.376 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 46][Batch 1129], Speed: 146.551 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 46][Batch 1139], Speed: 145.320 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 46][Batch 1149], Speed: 146.338 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.879 [Epoch 46][Batch 1159], Speed: 151.067 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.879 [Epoch 46][Batch 1169], Speed: 150.082 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 46][Batch 1179], Speed: 159.302 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 46][Batch 1189], Speed: 154.273 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 46][Batch 1199], Speed: 136.787 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.879 [Epoch 46][Batch 1209], Speed: 149.612 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.879 [Epoch 46][Batch 1219], Speed: 144.853 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.878 [Epoch 46] Training cost: 801.429, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.878 [Epoch 47][Batch 9], Speed: 155.928 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 47][Batch 19], Speed: 127.167 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.878 [Epoch 47][Batch 29], Speed: 142.256 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.878 [Epoch 47][Batch 39], Speed: 155.688 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.878 [Epoch 47][Batch 49], Speed: 153.436 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.878 [Epoch 47][Batch 59], Speed: 156.411 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.878 [Epoch 47][Batch 69], Speed: 155.360 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.878 [Epoch 47][Batch 79], Speed: 147.537 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.878 [Epoch 47][Batch 89], Speed: 152.830 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.878 [Epoch 47][Batch 99], Speed: 155.114 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.878 [Epoch 47][Batch 109], Speed: 151.357 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.878 [Epoch 47][Batch 119], Speed: 153.141 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.878 [Epoch 47][Batch 129], Speed: 152.380 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 139], Speed: 146.690 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 149], Speed: 134.183 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 159], Speed: 146.282 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 169], Speed: 132.762 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 179], Speed: 158.413 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 189], Speed: 150.633 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 199], Speed: 140.501 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 209], Speed: 147.526 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 219], Speed: 153.217 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 229], Speed: 154.452 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 239], Speed: 146.427 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 249], Speed: 152.738 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.877 [Epoch 47][Batch 259], Speed: 142.383 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 269], Speed: 146.686 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 279], Speed: 149.395 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 289], Speed: 155.128 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 299], Speed: 157.242 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 309], Speed: 145.382 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 319], Speed: 147.053 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 329], Speed: 145.160 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 339], Speed: 151.936 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 349], Speed: 142.025 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 359], Speed: 155.939 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 369], Speed: 148.428 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 379], Speed: 145.288 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.876 [Epoch 47][Batch 389], Speed: 144.840 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 399], Speed: 150.275 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 409], Speed: 155.807 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 419], Speed: 148.665 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 429], Speed: 152.444 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 439], Speed: 155.784 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 449], Speed: 140.631 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 459], Speed: 141.330 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 469], Speed: 151.155 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 479], Speed: 144.377 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 489], Speed: 150.267 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 499], Speed: 151.971 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.875 [Epoch 47][Batch 509], Speed: 148.391 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 519], Speed: 140.511 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 529], Speed: 158.618 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 539], Speed: 151.823 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 549], Speed: 149.485 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 559], Speed: 147.321 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 569], Speed: 148.643 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 579], Speed: 140.325 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 589], Speed: 158.818 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 599], Speed: 155.393 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 609], Speed: 136.959 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 619], Speed: 160.528 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 629], Speed: 148.159 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 639], Speed: 144.655 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.874 [Epoch 47][Batch 649], Speed: 154.520 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 659], Speed: 149.237 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 669], Speed: 151.437 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 679], Speed: 145.579 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 689], Speed: 143.966 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 699], Speed: 147.596 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 709], Speed: 154.008 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 719], Speed: 150.989 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 729], Speed: 153.008 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 739], Speed: 127.560 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 749], Speed: 141.453 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 759], Speed: 145.827 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 769], Speed: 144.441 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.873 [Epoch 47][Batch 779], Speed: 156.580 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 789], Speed: 143.120 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 799], Speed: 144.437 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 809], Speed: 138.385 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 819], Speed: 145.117 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 829], Speed: 148.353 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 839], Speed: 156.342 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 849], Speed: 149.121 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 859], Speed: 155.992 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 869], Speed: 147.955 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 879], Speed: 134.645 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 889], Speed: 154.398 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 899], Speed: 146.895 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 47][Batch 909], Speed: 140.353 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 919], Speed: 144.252 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 929], Speed: 142.197 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 939], Speed: 154.922 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 949], Speed: 151.832 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 959], Speed: 147.701 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 969], Speed: 141.741 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 979], Speed: 148.465 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 989], Speed: 149.164 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 999], Speed: 149.340 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 1009], Speed: 141.771 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 1019], Speed: 139.286 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 1029], Speed: 139.860 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 1039], Speed: 143.907 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.871 [Epoch 47][Batch 1049], Speed: 147.146 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1059], Speed: 157.503 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1069], Speed: 149.201 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1079], Speed: 158.378 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1089], Speed: 147.851 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1099], Speed: 145.824 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1109], Speed: 139.825 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1119], Speed: 153.313 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1129], Speed: 151.475 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1139], Speed: 147.152 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1149], Speed: 149.301 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1159], Speed: 157.456 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1169], Speed: 150.281 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1179], Speed: 128.851 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.870 [Epoch 47][Batch 1189], Speed: 144.448 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.869 [Epoch 47][Batch 1199], Speed: 145.998 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.869 [Epoch 47][Batch 1209], Speed: 151.189 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.869 [Epoch 47][Batch 1219], Speed: 144.029 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.869 [Epoch 47] Training cost: 804.016, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.869 [Epoch 48][Batch 9], Speed: 154.884 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.869 [Epoch 48][Batch 19], Speed: 152.549 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 48][Batch 29], Speed: 148.699 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 48][Batch 39], Speed: 138.793 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.869 [Epoch 48][Batch 49], Speed: 140.762 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.869 [Epoch 48][Batch 59], Speed: 155.205 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 48][Batch 69], Speed: 147.181 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.869 [Epoch 48][Batch 79], Speed: 135.807 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 48][Batch 89], Speed: 158.187 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 99], Speed: 147.548 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 109], Speed: 157.507 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 119], Speed: 157.472 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 129], Speed: 137.746 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 139], Speed: 142.862 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 149], Speed: 156.060 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 159], Speed: 131.949 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 169], Speed: 154.073 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 179], Speed: 158.808 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 189], Speed: 144.702 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 199], Speed: 137.663 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 209], Speed: 142.799 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 219], Speed: 147.281 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 48][Batch 229], Speed: 151.264 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 239], Speed: 150.575 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 249], Speed: 157.410 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 259], Speed: 135.432 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 269], Speed: 146.144 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 279], Speed: 144.876 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 289], Speed: 149.308 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 299], Speed: 155.003 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 309], Speed: 151.641 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 319], Speed: 148.776 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 329], Speed: 158.393 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 339], Speed: 150.380 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 349], Speed: 137.253 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 48][Batch 359], Speed: 153.852 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 369], Speed: 145.888 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 379], Speed: 149.668 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 389], Speed: 137.979 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 399], Speed: 148.657 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 409], Speed: 149.934 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 419], Speed: 163.556 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 429], Speed: 146.268 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 439], Speed: 144.564 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 449], Speed: 154.214 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 459], Speed: 153.446 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 469], Speed: 151.378 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 479], Speed: 155.099 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 48][Batch 489], Speed: 154.813 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 48][Batch 499], Speed: 136.806 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 48][Batch 509], Speed: 156.718 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 48][Batch 519], Speed: 140.162 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 48][Batch 529], Speed: 154.836 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 48][Batch 539], Speed: 156.292 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 48][Batch 549], Speed: 145.330 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 48][Batch 559], Speed: 140.506 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.865 [Epoch 48][Batch 569], Speed: 141.949 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.865 [Epoch 48][Batch 579], Speed: 143.415 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.865 [Epoch 48][Batch 589], Speed: 155.603 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.865 [Epoch 48][Batch 599], Speed: 146.083 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.865 [Epoch 48][Batch 609], Speed: 147.354 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.865 [Epoch 48][Batch 619], Speed: 131.827 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.865 [Epoch 48][Batch 629], Speed: 157.183 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 639], Speed: 150.912 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 649], Speed: 147.402 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 659], Speed: 156.666 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 669], Speed: 145.247 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 679], Speed: 143.856 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 689], Speed: 148.756 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 699], Speed: 145.148 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 709], Speed: 157.282 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 719], Speed: 157.530 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 729], Speed: 153.301 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 739], Speed: 143.341 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 749], Speed: 143.519 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 759], Speed: 147.786 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.864 [Epoch 48][Batch 769], Speed: 152.378 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 779], Speed: 145.153 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 789], Speed: 145.394 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 799], Speed: 149.047 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 809], Speed: 152.394 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 819], Speed: 148.017 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 829], Speed: 152.350 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 839], Speed: 158.889 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 849], Speed: 152.772 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 859], Speed: 146.581 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 869], Speed: 141.801 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 879], Speed: 143.793 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 889], Speed: 143.558 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.863 [Epoch 48][Batch 899], Speed: 153.998 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 909], Speed: 151.160 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 919], Speed: 154.120 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 929], Speed: 156.542 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 939], Speed: 139.901 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 949], Speed: 154.419 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 959], Speed: 153.092 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 969], Speed: 147.996 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 979], Speed: 152.420 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 989], Speed: 144.775 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 999], Speed: 150.728 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 1009], Speed: 155.518 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 1019], Speed: 150.588 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 1029], Speed: 144.233 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.862 [Epoch 48][Batch 1039], Speed: 147.657 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1049], Speed: 149.634 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1059], Speed: 155.794 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1069], Speed: 153.793 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1079], Speed: 157.565 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1089], Speed: 155.611 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1099], Speed: 145.324 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1109], Speed: 146.235 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1119], Speed: 154.730 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1129], Speed: 143.594 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1139], Speed: 150.720 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1149], Speed: 142.425 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1159], Speed: 143.575 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1169], Speed: 158.632 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.861 [Epoch 48][Batch 1179], Speed: 158.790 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 48][Batch 1189], Speed: 142.219 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 48][Batch 1199], Speed: 152.633 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 48][Batch 1209], Speed: 146.180 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 48][Batch 1219], Speed: 147.771 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 48] Training cost: 802.921, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 49][Batch 9], Speed: 150.389 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 49][Batch 19], Speed: 152.783 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 49][Batch 29], Speed: 145.859 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 49][Batch 39], Speed: 141.568 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 49][Batch 49], Speed: 148.609 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 49][Batch 59], Speed: 157.023 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 49][Batch 69], Speed: 135.911 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 49][Batch 79], Speed: 147.904 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 49][Batch 89], Speed: 151.226 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 49][Batch 99], Speed: 139.878 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 49][Batch 109], Speed: 145.432 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 119], Speed: 156.051 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 129], Speed: 149.840 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 139], Speed: 153.627 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 149], Speed: 149.431 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 159], Speed: 148.593 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 169], Speed: 157.824 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 179], Speed: 145.142 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 189], Speed: 145.498 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 199], Speed: 150.052 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 209], Speed: 158.654 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 219], Speed: 146.682 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 49][Batch 229], Speed: 151.355 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 239], Speed: 150.701 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 249], Speed: 146.084 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 259], Speed: 141.422 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 269], Speed: 156.751 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 279], Speed: 154.695 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 289], Speed: 152.133 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 299], Speed: 162.805 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 309], Speed: 139.411 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 319], Speed: 153.310 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 329], Speed: 142.606 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 339], Speed: 146.433 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 349], Speed: 150.595 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 359], Speed: 154.934 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.858 [Epoch 49][Batch 369], Speed: 145.294 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 379], Speed: 149.547 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 389], Speed: 152.841 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 399], Speed: 133.655 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 409], Speed: 141.062 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 419], Speed: 156.781 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 429], Speed: 149.202 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 439], Speed: 150.280 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 449], Speed: 150.834 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 459], Speed: 153.182 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 469], Speed: 140.634 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 479], Speed: 158.920 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 489], Speed: 147.124 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 499], Speed: 149.792 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.857 [Epoch 49][Batch 509], Speed: 145.059 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 519], Speed: 142.024 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 529], Speed: 158.776 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 539], Speed: 157.494 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 549], Speed: 151.529 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 559], Speed: 144.755 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 569], Speed: 153.509 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 579], Speed: 150.253 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 589], Speed: 152.475 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 599], Speed: 150.483 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 609], Speed: 144.773 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 619], Speed: 143.549 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 629], Speed: 146.573 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 639], Speed: 146.275 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.856 [Epoch 49][Batch 649], Speed: 151.625 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 659], Speed: 150.610 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 669], Speed: 152.215 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 679], Speed: 148.837 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 689], Speed: 151.206 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 699], Speed: 156.451 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 709], Speed: 145.829 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 719], Speed: 156.984 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 729], Speed: 147.221 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 739], Speed: 146.147 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 749], Speed: 142.211 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 759], Speed: 148.792 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 769], Speed: 153.278 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 779], Speed: 161.171 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 49][Batch 789], Speed: 148.771 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 799], Speed: 137.279 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 809], Speed: 145.430 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 819], Speed: 157.766 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 829], Speed: 156.861 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 839], Speed: 159.535 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 849], Speed: 152.721 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 859], Speed: 143.468 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 869], Speed: 149.527 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 879], Speed: 146.322 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 889], Speed: 155.946 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 899], Speed: 159.192 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 909], Speed: 141.330 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 919], Speed: 147.783 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 929], Speed: 153.557 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 49][Batch 939], Speed: 155.340 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 949], Speed: 157.498 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 959], Speed: 160.674 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 969], Speed: 148.734 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 979], Speed: 152.180 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 989], Speed: 143.595 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 999], Speed: 149.674 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 1009], Speed: 158.129 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 1019], Speed: 163.519 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 1029], Speed: 145.900 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 1039], Speed: 145.945 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 1049], Speed: 153.117 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 1059], Speed: 150.694 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 1069], Speed: 154.615 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.853 [Epoch 49][Batch 1079], Speed: 158.101 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1089], Speed: 154.346 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1099], Speed: 147.395 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1109], Speed: 147.652 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1119], Speed: 152.346 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1129], Speed: 160.389 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1139], Speed: 141.279 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1149], Speed: 165.318 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1159], Speed: 149.136 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1169], Speed: 149.335 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1179], Speed: 142.817 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1189], Speed: 141.670 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1199], Speed: 154.660 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1209], Speed: 155.493 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49][Batch 1219], Speed: 137.683 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.852 [Epoch 49] Training cost: 801.612, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.851 [Epoch 50][Batch 9], Speed: 150.099 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 50][Batch 19], Speed: 150.147 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 50][Batch 29], Speed: 145.775 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.851 [Epoch 50][Batch 39], Speed: 157.945 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.851 [Epoch 50][Batch 49], Speed: 139.027 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.851 [Epoch 50][Batch 59], Speed: 153.345 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.851 [Epoch 50][Batch 69], Speed: 148.107 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.851 [Epoch 50][Batch 79], Speed: 158.294 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.851 [Epoch 50][Batch 89], Speed: 155.303 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.851 [Epoch 50][Batch 99], Speed: 161.926 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.851 [Epoch 50][Batch 109], Speed: 142.787 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.851 [Epoch 50][Batch 119], Speed: 155.898 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.851 [Epoch 50][Batch 129], Speed: 144.317 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.851 [Epoch 50][Batch 139], Speed: 152.990 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 149], Speed: 161.041 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 159], Speed: 158.707 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 169], Speed: 148.307 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.850 [Epoch 50][Batch 179], Speed: 146.162 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 189], Speed: 147.968 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 199], Speed: 140.475 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 209], Speed: 142.609 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 219], Speed: 153.359 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 229], Speed: 156.135 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 239], Speed: 143.689 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 249], Speed: 131.877 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 259], Speed: 150.740 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 269], Speed: 141.548 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 50][Batch 279], Speed: 155.332 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 289], Speed: 147.523 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 299], Speed: 152.152 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 309], Speed: 155.319 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 319], Speed: 151.259 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 329], Speed: 131.649 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 339], Speed: 147.931 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 349], Speed: 144.144 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 359], Speed: 138.536 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 369], Speed: 156.578 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 379], Speed: 140.814 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 389], Speed: 141.780 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 399], Speed: 148.335 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 409], Speed: 148.087 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 50][Batch 419], Speed: 142.587 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 50][Batch 429], Speed: 150.527 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 50][Batch 439], Speed: 148.439 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 50][Batch 449], Speed: 146.928 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 50][Batch 459], Speed: 146.184 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 50][Batch 469], Speed: 143.561 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 50][Batch 479], Speed: 143.028 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 50][Batch 489], Speed: 152.511 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 50][Batch 499], Speed: 149.689 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 50][Batch 509], Speed: 135.212 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 50][Batch 519], Speed: 146.575 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 50][Batch 529], Speed: 149.899 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 50][Batch 539], Speed: 153.436 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 50][Batch 549], Speed: 152.050 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 50][Batch 559], Speed: 153.162 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 50][Batch 569], Speed: 139.566 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 50][Batch 579], Speed: 154.344 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 50][Batch 589], Speed: 140.365 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 50][Batch 599], Speed: 140.028 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 50][Batch 609], Speed: 142.087 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 50][Batch 619], Speed: 150.803 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 50][Batch 629], Speed: 138.697 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 50][Batch 639], Speed: 150.427 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 50][Batch 649], Speed: 140.391 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 50][Batch 659], Speed: 140.215 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 50][Batch 669], Speed: 148.863 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 50][Batch 679], Speed: 144.032 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 50][Batch 689], Speed: 146.444 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 50][Batch 699], Speed: 145.378 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 50][Batch 709], Speed: 156.354 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 719], Speed: 152.938 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 729], Speed: 148.303 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 739], Speed: 145.138 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 749], Speed: 138.999 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 759], Speed: 154.503 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 769], Speed: 160.538 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 779], Speed: 152.220 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 789], Speed: 146.663 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 799], Speed: 145.062 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 809], Speed: 154.199 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 819], Speed: 150.806 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 829], Speed: 159.594 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 839], Speed: 136.996 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.846 [Epoch 50][Batch 849], Speed: 151.936 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 859], Speed: 145.822 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 869], Speed: 147.407 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 879], Speed: 150.482 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 889], Speed: 142.096 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 899], Speed: 150.747 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 909], Speed: 153.757 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 919], Speed: 143.141 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 929], Speed: 151.562 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 939], Speed: 154.294 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 949], Speed: 145.254 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 959], Speed: 155.507 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 969], Speed: 150.756 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 979], Speed: 155.052 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 989], Speed: 142.204 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 50][Batch 999], Speed: 158.398 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1009], Speed: 131.763 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1019], Speed: 143.435 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1029], Speed: 148.658 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1039], Speed: 156.626 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1049], Speed: 152.964 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1059], Speed: 161.817 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1069], Speed: 157.092 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1079], Speed: 136.860 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1089], Speed: 147.398 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1099], Speed: 148.579 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1109], Speed: 148.414 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1119], Speed: 159.149 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1129], Speed: 152.886 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1139], Speed: 153.794 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 50][Batch 1149], Speed: 147.925 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 50][Batch 1159], Speed: 146.342 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 50][Batch 1169], Speed: 145.076 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 50][Batch 1179], Speed: 138.043 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 50][Batch 1189], Speed: 156.639 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 50][Batch 1199], Speed: 154.513 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 50][Batch 1209], Speed: 134.018 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 50][Batch 1219], Speed: 148.176 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 50] Training cost: 810.391, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 50] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.280 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.455 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.089 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.312 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.443 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.258 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.142 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.623 person=39.5 bicycle=19.0 car=23.3 motorcycle=29.9 airplane=51.3 bus=51.4 train=55.0 truck=22.1 boat=13.5 traffic light=13.7 fire hydrant=53.4 stop sign=45.9 parking meter=34.7 bench=16.9 bird=20.9 cat=53.7 dog=50.4 horse=42.3 sheep=36.5 cow=35.0 elephant=54.8 bear=65.5 zebra=56.2 giraffe=59.8 backpack=7.5 umbrella=28.1 handbag=5.7 tie=15.2 suitcase=26.6 frisbee=41.4 skis=13.0 snowboard=17.5 sports ball=17.7 kite=24.0 baseball bat=11.9 baseball glove=20.1 skateboard=37.2 surfboard=22.0 tennis racket=29.5 bottle=20.0 wine glass=19.3 cup=25.2 fork=18.1 knife=7.3 spoon=6.7 bowl=27.4 banana=13.8 apple=9.2 sandwich=25.5 orange=23.2 broccoli=16.0 carrot=10.7 hot dog=24.0 pizza=38.5 donut=30.3 cake=23.7 chair=17.9 couch=33.7 potted plant=16.8 bed=38.2 dining table=17.8 toilet=54.6 tv=44.5 laptop=47.2 mouse=39.7 remote=10.6 keyboard=35.7 cell phone=19.4 microwave=39.8 oven=26.7 toaster=3.6 sink=28.0 refrigerator=37.7 book=3.8 clock=36.6 vase=25.0 scissors=17.9 teddy bear=35.6 hair drier=0.2 toothbrush=7.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =28.0 [Epoch 51][Batch 9], Speed: 147.287 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 51][Batch 19], Speed: 143.872 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 51][Batch 29], Speed: 151.628 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.228, HeatmapFocal=1.843 [Epoch 51][Batch 39], Speed: 153.488 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 51][Batch 49], Speed: 150.142 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 51][Batch 59], Speed: 144.579 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 51][Batch 69], Speed: 138.877 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 51][Batch 79], Speed: 152.928 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 51][Batch 89], Speed: 157.332 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 51][Batch 99], Speed: 157.749 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 51][Batch 109], Speed: 160.240 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 51][Batch 119], Speed: 156.260 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.842 [Epoch 51][Batch 129], Speed: 149.880 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.842 [Epoch 51][Batch 139], Speed: 146.504 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.842 [Epoch 51][Batch 149], Speed: 145.268 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.842 [Epoch 51][Batch 159], Speed: 142.024 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.842 [Epoch 51][Batch 169], Speed: 149.508 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.842 [Epoch 51][Batch 179], Speed: 151.652 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.842 [Epoch 51][Batch 189], Speed: 127.795 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.842 [Epoch 51][Batch 199], Speed: 143.343 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.842 [Epoch 51][Batch 209], Speed: 149.151 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.842 [Epoch 51][Batch 219], Speed: 159.020 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 229], Speed: 159.794 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 239], Speed: 151.148 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 249], Speed: 149.976 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 259], Speed: 151.332 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 269], Speed: 129.173 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 279], Speed: 151.730 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 289], Speed: 152.007 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 299], Speed: 146.246 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 309], Speed: 138.322 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 319], Speed: 152.937 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 329], Speed: 156.245 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 339], Speed: 148.696 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 349], Speed: 147.677 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.841 [Epoch 51][Batch 359], Speed: 134.403 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 369], Speed: 145.312 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 379], Speed: 147.936 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 389], Speed: 136.133 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 399], Speed: 152.655 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 409], Speed: 143.403 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 419], Speed: 139.053 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 429], Speed: 149.291 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 439], Speed: 143.263 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 449], Speed: 153.647 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 459], Speed: 157.180 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 469], Speed: 152.895 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 479], Speed: 153.607 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 489], Speed: 145.128 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 51][Batch 499], Speed: 148.665 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 509], Speed: 151.505 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 519], Speed: 151.385 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 529], Speed: 144.229 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 539], Speed: 157.649 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 549], Speed: 144.046 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 559], Speed: 150.848 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 569], Speed: 148.362 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 579], Speed: 148.423 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 589], Speed: 147.313 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 599], Speed: 157.188 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 609], Speed: 143.136 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 619], Speed: 146.992 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 629], Speed: 146.362 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 639], Speed: 146.967 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 649], Speed: 139.915 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 51][Batch 659], Speed: 155.296 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 669], Speed: 144.187 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 679], Speed: 141.668 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 689], Speed: 145.099 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 699], Speed: 155.147 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 709], Speed: 151.279 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 719], Speed: 144.826 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 729], Speed: 147.191 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 739], Speed: 141.074 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 749], Speed: 133.145 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 759], Speed: 143.765 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 769], Speed: 142.570 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 779], Speed: 150.866 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 789], Speed: 140.142 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 799], Speed: 151.027 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 51][Batch 809], Speed: 147.718 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 819], Speed: 143.188 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 829], Speed: 133.747 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 839], Speed: 160.536 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 849], Speed: 138.175 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 859], Speed: 148.935 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 869], Speed: 149.374 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 879], Speed: 154.969 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 889], Speed: 140.298 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 899], Speed: 155.734 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 909], Speed: 141.027 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 919], Speed: 145.503 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 929], Speed: 133.107 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 939], Speed: 153.268 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 949], Speed: 149.078 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.837 [Epoch 51][Batch 959], Speed: 156.119 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 969], Speed: 135.766 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 979], Speed: 139.216 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 989], Speed: 141.151 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 999], Speed: 152.897 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1009], Speed: 146.901 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1019], Speed: 151.267 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1029], Speed: 142.677 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1039], Speed: 155.074 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1049], Speed: 151.625 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1059], Speed: 150.814 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1069], Speed: 158.181 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1079], Speed: 144.575 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1089], Speed: 147.701 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1099], Speed: 141.221 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1109], Speed: 148.732 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 51][Batch 1119], Speed: 152.474 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51][Batch 1129], Speed: 138.953 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51][Batch 1139], Speed: 152.830 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51][Batch 1149], Speed: 153.563 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51][Batch 1159], Speed: 157.249 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51][Batch 1169], Speed: 140.389 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51][Batch 1179], Speed: 158.467 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51][Batch 1189], Speed: 139.291 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51][Batch 1199], Speed: 150.305 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51][Batch 1209], Speed: 153.996 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51][Batch 1219], Speed: 142.659 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 51] Training cost: 812.116, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 52][Batch 9], Speed: 138.255 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 52][Batch 19], Speed: 146.938 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 52][Batch 29], Speed: 134.760 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 52][Batch 39], Speed: 147.100 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 52][Batch 49], Speed: 148.418 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 59], Speed: 153.865 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 69], Speed: 137.429 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 79], Speed: 139.361 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 89], Speed: 145.535 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 99], Speed: 145.880 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 109], Speed: 129.146 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 119], Speed: 147.233 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 129], Speed: 147.666 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 139], Speed: 150.047 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 149], Speed: 158.959 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 159], Speed: 154.776 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 169], Speed: 137.848 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 179], Speed: 163.398 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.834 [Epoch 52][Batch 189], Speed: 145.748 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.833 [Epoch 52][Batch 199], Speed: 154.851 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.833 [Epoch 52][Batch 209], Speed: 135.342 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.833 [Epoch 52][Batch 219], Speed: 148.232 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.833 [Epoch 52][Batch 229], Speed: 146.580 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.833 [Epoch 52][Batch 239], Speed: 149.382 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.833 [Epoch 52][Batch 249], Speed: 139.514 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 52][Batch 259], Speed: 138.010 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 52][Batch 269], Speed: 145.381 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 52][Batch 279], Speed: 151.488 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.833 [Epoch 52][Batch 289], Speed: 134.439 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 52][Batch 299], Speed: 153.112 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 52][Batch 309], Speed: 154.030 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 52][Batch 319], Speed: 152.742 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 52][Batch 329], Speed: 140.323 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 52][Batch 339], Speed: 150.317 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 349], Speed: 142.340 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 359], Speed: 154.774 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 369], Speed: 143.418 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 379], Speed: 146.230 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 389], Speed: 142.220 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 399], Speed: 157.235 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 409], Speed: 139.517 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 419], Speed: 152.152 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 429], Speed: 137.034 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 439], Speed: 159.571 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 449], Speed: 145.347 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 459], Speed: 151.999 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 469], Speed: 138.262 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 479], Speed: 153.198 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 489], Speed: 152.076 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 52][Batch 499], Speed: 155.363 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 509], Speed: 160.942 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 519], Speed: 156.354 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 529], Speed: 140.720 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 539], Speed: 154.441 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 549], Speed: 155.242 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 559], Speed: 142.423 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 569], Speed: 146.769 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 579], Speed: 157.005 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 589], Speed: 140.545 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 599], Speed: 154.126 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 609], Speed: 135.320 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 619], Speed: 156.157 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 629], Speed: 147.931 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 639], Speed: 149.535 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.831 [Epoch 52][Batch 649], Speed: 150.841 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.830 [Epoch 52][Batch 659], Speed: 154.671 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.830 [Epoch 52][Batch 669], Speed: 157.156 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.830 [Epoch 52][Batch 679], Speed: 149.752 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.830 [Epoch 52][Batch 689], Speed: 152.933 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.830 [Epoch 52][Batch 699], Speed: 153.605 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 52][Batch 709], Speed: 145.927 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 52][Batch 719], Speed: 148.161 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 52][Batch 729], Speed: 133.523 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 52][Batch 739], Speed: 126.720 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 52][Batch 749], Speed: 152.221 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 52][Batch 759], Speed: 153.732 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 52][Batch 769], Speed: 149.104 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.830 [Epoch 52][Batch 779], Speed: 151.840 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.830 [Epoch 52][Batch 789], Speed: 135.661 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 52][Batch 799], Speed: 142.699 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.829 [Epoch 52][Batch 809], Speed: 149.898 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.829 [Epoch 52][Batch 819], Speed: 154.926 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 52][Batch 829], Speed: 144.545 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 52][Batch 839], Speed: 156.340 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 52][Batch 849], Speed: 134.504 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 52][Batch 859], Speed: 147.804 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 52][Batch 869], Speed: 143.078 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.829 [Epoch 52][Batch 879], Speed: 151.781 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 52][Batch 889], Speed: 153.961 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 52][Batch 899], Speed: 153.323 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 52][Batch 909], Speed: 135.944 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.829 [Epoch 52][Batch 919], Speed: 150.882 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.829 [Epoch 52][Batch 929], Speed: 154.775 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.829 [Epoch 52][Batch 939], Speed: 155.442 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.829 [Epoch 52][Batch 949], Speed: 145.936 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.829 [Epoch 52][Batch 959], Speed: 149.762 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.828 [Epoch 52][Batch 969], Speed: 143.283 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.828 [Epoch 52][Batch 979], Speed: 145.705 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.828 [Epoch 52][Batch 989], Speed: 142.173 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.828 [Epoch 52][Batch 999], Speed: 156.185 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.828 [Epoch 52][Batch 1009], Speed: 145.218 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.828 [Epoch 52][Batch 1019], Speed: 157.052 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.828 [Epoch 52][Batch 1029], Speed: 147.824 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.828 [Epoch 52][Batch 1039], Speed: 140.718 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.828 [Epoch 52][Batch 1049], Speed: 141.112 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 52][Batch 1059], Speed: 153.158 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 52][Batch 1069], Speed: 147.326 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 52][Batch 1079], Speed: 153.754 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 52][Batch 1089], Speed: 144.335 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 52][Batch 1099], Speed: 142.497 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 52][Batch 1109], Speed: 153.558 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1119], Speed: 155.344 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1129], Speed: 149.197 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1139], Speed: 152.933 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1149], Speed: 161.312 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1159], Speed: 159.126 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1169], Speed: 159.572 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1179], Speed: 149.842 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1189], Speed: 140.965 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1199], Speed: 149.548 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1209], Speed: 152.160 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52][Batch 1219], Speed: 140.079 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 52] Training cost: 808.607, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 53][Batch 9], Speed: 146.038 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 53][Batch 19], Speed: 151.585 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.827 [Epoch 53][Batch 29], Speed: 147.095 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 53][Batch 39], Speed: 153.593 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 53][Batch 49], Speed: 157.562 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 59], Speed: 158.246 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 69], Speed: 152.525 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 79], Speed: 151.942 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.826 [Epoch 53][Batch 89], Speed: 138.754 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 99], Speed: 156.214 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 109], Speed: 161.210 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 119], Speed: 149.481 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 129], Speed: 152.482 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 139], Speed: 153.561 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 149], Speed: 143.979 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 159], Speed: 147.690 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 169], Speed: 146.863 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 179], Speed: 158.067 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 189], Speed: 148.957 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 53][Batch 199], Speed: 152.585 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 209], Speed: 141.824 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 219], Speed: 157.503 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 229], Speed: 153.851 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 239], Speed: 137.351 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 249], Speed: 141.916 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 259], Speed: 156.631 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 269], Speed: 141.326 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 279], Speed: 154.978 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 289], Speed: 151.204 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 299], Speed: 146.427 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 309], Speed: 149.078 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 319], Speed: 157.003 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 329], Speed: 143.095 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 339], Speed: 155.302 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 53][Batch 349], Speed: 142.762 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 53][Batch 359], Speed: 135.901 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 53][Batch 369], Speed: 157.314 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 53][Batch 379], Speed: 154.007 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 53][Batch 389], Speed: 126.699 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 53][Batch 399], Speed: 145.215 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.824 [Epoch 53][Batch 409], Speed: 138.550 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.824 [Epoch 53][Batch 419], Speed: 155.122 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.824 [Epoch 53][Batch 429], Speed: 152.308 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 53][Batch 439], Speed: 150.111 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 53][Batch 449], Speed: 136.349 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.824 [Epoch 53][Batch 459], Speed: 156.201 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 53][Batch 469], Speed: 155.091 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.824 [Epoch 53][Batch 479], Speed: 152.512 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.824 [Epoch 53][Batch 489], Speed: 134.904 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.824 [Epoch 53][Batch 499], Speed: 158.174 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.824 [Epoch 53][Batch 509], Speed: 150.516 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 519], Speed: 150.562 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 529], Speed: 148.651 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 539], Speed: 138.281 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 549], Speed: 159.330 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 559], Speed: 158.176 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 569], Speed: 154.376 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 579], Speed: 153.177 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 589], Speed: 147.196 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 599], Speed: 154.062 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 609], Speed: 144.994 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 619], Speed: 156.635 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 629], Speed: 141.200 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 639], Speed: 147.022 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 649], Speed: 145.928 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 659], Speed: 155.207 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 53][Batch 669], Speed: 152.701 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 679], Speed: 156.885 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 689], Speed: 135.692 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 699], Speed: 143.396 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 709], Speed: 145.311 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 719], Speed: 139.501 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 729], Speed: 148.535 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 739], Speed: 153.168 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 749], Speed: 146.209 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 759], Speed: 155.157 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 769], Speed: 154.429 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 779], Speed: 161.201 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 789], Speed: 141.247 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 799], Speed: 153.400 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 809], Speed: 141.277 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 53][Batch 819], Speed: 155.606 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 829], Speed: 160.678 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 839], Speed: 154.622 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 849], Speed: 153.733 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 859], Speed: 140.751 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 869], Speed: 149.341 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 879], Speed: 143.398 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 889], Speed: 152.604 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 899], Speed: 154.577 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 909], Speed: 146.146 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 919], Speed: 157.649 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 929], Speed: 134.218 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 939], Speed: 154.482 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 949], Speed: 155.834 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 959], Speed: 155.053 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 969], Speed: 149.302 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 979], Speed: 153.142 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 53][Batch 989], Speed: 139.434 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 999], Speed: 135.660 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1009], Speed: 141.202 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1019], Speed: 159.880 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1029], Speed: 138.075 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1039], Speed: 156.065 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1049], Speed: 145.335 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1059], Speed: 157.508 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1069], Speed: 158.296 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1079], Speed: 154.695 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1089], Speed: 142.139 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1099], Speed: 147.746 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1109], Speed: 147.634 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1119], Speed: 156.506 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1129], Speed: 154.933 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1139], Speed: 136.180 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.820 [Epoch 53][Batch 1149], Speed: 149.654 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 53][Batch 1159], Speed: 139.084 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 53][Batch 1169], Speed: 156.132 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 53][Batch 1179], Speed: 162.474 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 53][Batch 1189], Speed: 144.285 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 53][Batch 1199], Speed: 141.607 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 53][Batch 1209], Speed: 154.368 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 53][Batch 1219], Speed: 149.105 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 53] Training cost: 806.361, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 54][Batch 9], Speed: 143.697 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.228, HeatmapFocal=1.819 [Epoch 54][Batch 19], Speed: 150.087 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 54][Batch 29], Speed: 139.609 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 54][Batch 39], Speed: 145.466 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 54][Batch 49], Speed: 153.214 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 54][Batch 59], Speed: 154.900 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 54][Batch 69], Speed: 148.682 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 54][Batch 79], Speed: 146.940 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 89], Speed: 148.128 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 99], Speed: 153.558 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 109], Speed: 152.800 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 119], Speed: 157.877 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 129], Speed: 139.307 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.818 [Epoch 54][Batch 139], Speed: 140.374 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.818 [Epoch 54][Batch 149], Speed: 139.276 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.818 [Epoch 54][Batch 159], Speed: 137.331 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 169], Speed: 152.148 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.818 [Epoch 54][Batch 179], Speed: 164.573 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 189], Speed: 155.996 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 199], Speed: 157.896 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 209], Speed: 150.952 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 219], Speed: 143.485 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 229], Speed: 157.724 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 239], Speed: 155.584 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 54][Batch 249], Speed: 149.481 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 259], Speed: 152.734 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 269], Speed: 142.602 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 279], Speed: 133.781 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 289], Speed: 152.270 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 299], Speed: 163.958 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 309], Speed: 155.445 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 319], Speed: 142.721 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 329], Speed: 133.345 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 339], Speed: 136.232 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 349], Speed: 158.133 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 359], Speed: 164.240 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 369], Speed: 143.477 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 379], Speed: 150.382 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 389], Speed: 136.469 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 399], Speed: 138.056 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 54][Batch 409], Speed: 153.947 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 419], Speed: 163.185 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 429], Speed: 148.894 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 439], Speed: 154.922 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 449], Speed: 139.812 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 459], Speed: 135.223 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 469], Speed: 153.542 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 479], Speed: 155.846 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 489], Speed: 144.473 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 499], Speed: 145.713 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 509], Speed: 140.858 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 519], Speed: 155.121 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 529], Speed: 155.792 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 539], Speed: 156.974 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 549], Speed: 153.162 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 559], Speed: 145.156 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 54][Batch 569], Speed: 150.683 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 579], Speed: 148.427 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 589], Speed: 159.954 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 599], Speed: 153.373 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 609], Speed: 142.250 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 619], Speed: 137.581 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 629], Speed: 146.669 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 639], Speed: 152.673 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 649], Speed: 154.614 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 659], Speed: 152.973 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 669], Speed: 154.183 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 679], Speed: 138.913 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 689], Speed: 150.066 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 699], Speed: 148.223 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 709], Speed: 161.049 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 719], Speed: 144.601 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 54][Batch 729], Speed: 144.743 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 739], Speed: 147.439 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 749], Speed: 154.978 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 759], Speed: 140.710 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 769], Speed: 158.954 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 779], Speed: 161.114 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 789], Speed: 148.407 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 799], Speed: 152.520 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 809], Speed: 149.317 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 819], Speed: 146.133 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 829], Speed: 157.455 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 839], Speed: 157.980 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 849], Speed: 148.621 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 859], Speed: 136.173 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 869], Speed: 147.105 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 879], Speed: 151.866 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 889], Speed: 160.196 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 54][Batch 899], Speed: 160.471 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 909], Speed: 149.823 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 919], Speed: 149.015 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 929], Speed: 160.628 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 939], Speed: 139.251 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 949], Speed: 152.336 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 959], Speed: 151.816 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 969], Speed: 152.919 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 979], Speed: 148.709 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 989], Speed: 152.024 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 999], Speed: 153.265 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 1009], Speed: 155.090 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 1019], Speed: 156.635 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 1029], Speed: 153.547 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 1039], Speed: 145.981 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 1049], Speed: 137.650 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 1059], Speed: 152.695 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 54][Batch 1069], Speed: 147.015 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1079], Speed: 145.476 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1089], Speed: 145.053 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1099], Speed: 147.132 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1109], Speed: 151.688 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1119], Speed: 144.802 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1129], Speed: 149.875 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1139], Speed: 162.783 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1149], Speed: 162.978 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1159], Speed: 148.530 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1169], Speed: 142.421 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1179], Speed: 143.714 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1189], Speed: 148.293 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1199], Speed: 161.751 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1209], Speed: 149.381 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54][Batch 1219], Speed: 147.273 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 54] Training cost: 804.426, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 55][Batch 9], Speed: 149.753 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.231, HeatmapFocal=1.811 [Epoch 55][Batch 19], Speed: 139.077 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.228, HeatmapFocal=1.811 [Epoch 55][Batch 29], Speed: 151.381 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 55][Batch 39], Speed: 144.952 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 55][Batch 49], Speed: 156.359 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 55][Batch 59], Speed: 154.595 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 55][Batch 69], Speed: 135.891 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 55][Batch 79], Speed: 156.981 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 55][Batch 89], Speed: 152.832 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 55][Batch 99], Speed: 155.082 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 55][Batch 109], Speed: 154.825 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 55][Batch 119], Speed: 154.929 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 55][Batch 129], Speed: 140.760 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 55][Batch 139], Speed: 136.077 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 55][Batch 149], Speed: 148.108 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 55][Batch 159], Speed: 148.574 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 55][Batch 169], Speed: 151.655 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 179], Speed: 157.596 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 189], Speed: 148.808 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 199], Speed: 139.030 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 209], Speed: 155.490 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 219], Speed: 142.926 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 229], Speed: 158.148 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 239], Speed: 157.104 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 249], Speed: 143.925 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 259], Speed: 138.137 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 269], Speed: 148.235 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 279], Speed: 155.725 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 289], Speed: 145.057 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 299], Speed: 151.465 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 309], Speed: 148.437 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 319], Speed: 144.877 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.810 [Epoch 55][Batch 329], Speed: 149.723 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 339], Speed: 153.990 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 349], Speed: 153.607 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 359], Speed: 148.697 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 369], Speed: 148.359 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 379], Speed: 141.954 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 389], Speed: 143.798 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 399], Speed: 159.974 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 409], Speed: 154.756 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 419], Speed: 161.268 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 429], Speed: 150.280 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 439], Speed: 147.492 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 449], Speed: 134.453 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 459], Speed: 146.649 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 469], Speed: 157.313 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 479], Speed: 159.112 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 55][Batch 489], Speed: 146.927 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.809 [Epoch 55][Batch 499], Speed: 147.294 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 509], Speed: 154.241 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 519], Speed: 148.723 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 529], Speed: 152.455 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 539], Speed: 141.805 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 549], Speed: 146.111 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 559], Speed: 150.511 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 569], Speed: 150.989 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 579], Speed: 153.109 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 589], Speed: 154.987 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 599], Speed: 154.334 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 609], Speed: 146.481 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.808 [Epoch 55][Batch 619], Speed: 154.046 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.808 [Epoch 55][Batch 629], Speed: 144.769 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 55][Batch 639], Speed: 148.972 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.808 [Epoch 55][Batch 649], Speed: 157.293 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.808 [Epoch 55][Batch 659], Speed: 160.710 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 669], Speed: 142.160 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 679], Speed: 136.242 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 689], Speed: 145.735 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 699], Speed: 146.231 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 709], Speed: 157.677 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 719], Speed: 152.240 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 729], Speed: 148.823 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 739], Speed: 135.685 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 749], Speed: 137.350 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 759], Speed: 140.811 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 769], Speed: 157.274 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 779], Speed: 160.668 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 789], Speed: 153.771 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 799], Speed: 152.778 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 809], Speed: 134.520 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 819], Speed: 129.527 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.807 [Epoch 55][Batch 829], Speed: 153.650 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 839], Speed: 154.908 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 849], Speed: 143.497 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 859], Speed: 143.693 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 869], Speed: 137.267 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 879], Speed: 142.719 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 889], Speed: 138.341 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 899], Speed: 159.915 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 909], Speed: 141.493 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 919], Speed: 147.008 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 929], Speed: 141.704 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 939], Speed: 144.792 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 949], Speed: 154.217 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 959], Speed: 163.331 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 969], Speed: 146.195 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 979], Speed: 151.062 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 989], Speed: 145.704 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.806 [Epoch 55][Batch 999], Speed: 150.919 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1009], Speed: 148.108 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1019], Speed: 158.812 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1029], Speed: 149.182 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1039], Speed: 134.425 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1049], Speed: 146.340 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1059], Speed: 150.994 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1069], Speed: 151.385 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1079], Speed: 162.154 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1089], Speed: 151.423 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1099], Speed: 150.906 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1109], Speed: 149.133 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1119], Speed: 153.341 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1129], Speed: 147.005 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1139], Speed: 161.507 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1149], Speed: 161.597 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1159], Speed: 143.860 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1169], Speed: 143.613 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.805 [Epoch 55][Batch 1179], Speed: 144.928 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 55][Batch 1189], Speed: 144.733 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 55][Batch 1199], Speed: 147.128 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 55][Batch 1209], Speed: 156.310 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 55][Batch 1219], Speed: 151.495 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 55] Training cost: 803.786, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 56][Batch 9], Speed: 151.028 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.222, HeatmapFocal=1.804 [Epoch 56][Batch 19], Speed: 148.276 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 56][Batch 29], Speed: 147.144 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 56][Batch 39], Speed: 151.108 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 56][Batch 49], Speed: 157.222 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 56][Batch 59], Speed: 158.102 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 56][Batch 69], Speed: 146.840 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 56][Batch 79], Speed: 140.918 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 56][Batch 89], Speed: 142.791 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 56][Batch 99], Speed: 155.323 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 56][Batch 109], Speed: 152.940 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.804 [Epoch 56][Batch 119], Speed: 151.229 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 129], Speed: 152.307 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 139], Speed: 140.400 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 149], Speed: 143.587 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 159], Speed: 152.921 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 56][Batch 169], Speed: 151.470 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 179], Speed: 159.659 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 189], Speed: 149.292 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 199], Speed: 154.265 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 209], Speed: 154.069 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 219], Speed: 150.809 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 229], Speed: 149.223 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 239], Speed: 154.935 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 249], Speed: 142.339 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 259], Speed: 142.783 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 269], Speed: 155.419 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.803 [Epoch 56][Batch 279], Speed: 154.350 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 289], Speed: 152.814 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 299], Speed: 155.798 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 309], Speed: 142.183 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 319], Speed: 148.940 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 329], Speed: 145.262 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 339], Speed: 155.266 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 349], Speed: 146.331 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 359], Speed: 148.388 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 369], Speed: 138.269 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 379], Speed: 140.295 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 389], Speed: 156.408 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 399], Speed: 144.643 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 409], Speed: 149.182 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 419], Speed: 153.143 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 429], Speed: 141.637 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 439], Speed: 142.148 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 56][Batch 449], Speed: 140.375 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 459], Speed: 147.119 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 469], Speed: 145.243 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 479], Speed: 128.802 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 489], Speed: 144.581 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 499], Speed: 151.297 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 509], Speed: 143.229 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 519], Speed: 139.021 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 529], Speed: 148.754 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 539], Speed: 154.889 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 549], Speed: 150.172 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 559], Speed: 146.266 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 569], Speed: 152.032 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 579], Speed: 146.026 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 589], Speed: 145.178 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 599], Speed: 150.648 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 609], Speed: 145.939 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 619], Speed: 144.282 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.801 [Epoch 56][Batch 629], Speed: 145.548 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 639], Speed: 143.401 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 649], Speed: 147.699 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 659], Speed: 153.853 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 669], Speed: 135.948 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 679], Speed: 137.419 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 689], Speed: 152.018 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 699], Speed: 145.678 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 709], Speed: 143.352 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 719], Speed: 152.260 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 729], Speed: 144.516 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 739], Speed: 103.613 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 749], Speed: 136.868 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 759], Speed: 151.989 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 769], Speed: 146.885 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 779], Speed: 152.542 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 789], Speed: 144.774 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.800 [Epoch 56][Batch 799], Speed: 151.451 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 809], Speed: 136.157 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 819], Speed: 141.932 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 829], Speed: 156.179 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 839], Speed: 151.235 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 849], Speed: 144.655 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 859], Speed: 145.058 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 869], Speed: 149.539 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 879], Speed: 149.369 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 889], Speed: 155.380 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 899], Speed: 148.456 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 909], Speed: 143.106 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 919], Speed: 146.117 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 929], Speed: 153.002 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 939], Speed: 147.809 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 949], Speed: 122.012 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 959], Speed: 154.323 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 969], Speed: 148.658 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.799 [Epoch 56][Batch 979], Speed: 137.776 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 989], Speed: 150.593 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 999], Speed: 153.178 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1009], Speed: 151.232 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1019], Speed: 156.798 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1029], Speed: 143.507 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1039], Speed: 148.109 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1049], Speed: 154.131 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1059], Speed: 156.628 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1069], Speed: 148.820 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1079], Speed: 157.583 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1089], Speed: 139.622 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1099], Speed: 152.058 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1109], Speed: 155.343 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1119], Speed: 145.801 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1129], Speed: 143.894 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1139], Speed: 142.163 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1149], Speed: 144.689 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 56][Batch 1159], Speed: 137.204 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 56][Batch 1169], Speed: 163.607 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 56][Batch 1179], Speed: 147.748 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 56][Batch 1189], Speed: 159.714 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 56][Batch 1199], Speed: 139.839 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 56][Batch 1209], Speed: 162.491 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 56][Batch 1219], Speed: 143.131 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 56] Training cost: 812.206, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 57][Batch 9], Speed: 142.677 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.797 [Epoch 57][Batch 19], Speed: 143.555 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 57][Batch 29], Speed: 152.822 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 57][Batch 39], Speed: 148.664 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 57][Batch 49], Speed: 150.200 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 57][Batch 59], Speed: 162.700 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 57][Batch 69], Speed: 159.823 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 57][Batch 79], Speed: 148.157 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 57][Batch 89], Speed: 162.955 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.797 [Epoch 57][Batch 99], Speed: 148.482 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 109], Speed: 148.658 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 119], Speed: 158.401 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 129], Speed: 133.005 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 139], Speed: 142.853 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 149], Speed: 144.987 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 159], Speed: 137.839 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 169], Speed: 154.607 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 179], Speed: 148.975 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 189], Speed: 147.491 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 199], Speed: 141.507 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 209], Speed: 157.835 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 219], Speed: 139.198 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 229], Speed: 155.231 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 239], Speed: 159.627 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 249], Speed: 145.500 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 259], Speed: 135.453 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.796 [Epoch 57][Batch 269], Speed: 151.106 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 279], Speed: 150.295 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 289], Speed: 149.116 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 299], Speed: 157.689 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 309], Speed: 147.270 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 319], Speed: 136.057 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 329], Speed: 146.827 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 339], Speed: 143.858 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 349], Speed: 147.453 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 359], Speed: 158.337 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 369], Speed: 148.134 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 379], Speed: 145.974 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 389], Speed: 150.416 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 399], Speed: 156.165 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 409], Speed: 157.232 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 419], Speed: 157.281 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 429], Speed: 140.791 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.795 [Epoch 57][Batch 439], Speed: 134.006 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 449], Speed: 158.301 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 459], Speed: 148.787 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 469], Speed: 154.471 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 479], Speed: 158.666 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 489], Speed: 140.102 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 499], Speed: 134.536 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 509], Speed: 143.886 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 519], Speed: 149.121 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 529], Speed: 152.344 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 539], Speed: 159.258 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 549], Speed: 143.402 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 559], Speed: 136.936 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 569], Speed: 141.555 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 579], Speed: 148.996 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 589], Speed: 151.364 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 599], Speed: 155.840 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 609], Speed: 141.463 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 57][Batch 619], Speed: 151.087 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 629], Speed: 150.368 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 639], Speed: 135.651 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 649], Speed: 146.194 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 659], Speed: 151.988 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 669], Speed: 150.351 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 679], Speed: 147.165 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 689], Speed: 147.626 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 699], Speed: 146.822 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 709], Speed: 157.472 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 719], Speed: 160.076 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 729], Speed: 147.698 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 739], Speed: 147.195 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 749], Speed: 150.265 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 759], Speed: 141.657 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 769], Speed: 153.907 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 779], Speed: 148.959 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 789], Speed: 140.388 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 57][Batch 799], Speed: 146.069 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 809], Speed: 153.736 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 819], Speed: 153.532 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 829], Speed: 157.434 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 839], Speed: 146.365 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 849], Speed: 143.526 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 859], Speed: 151.218 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 869], Speed: 148.052 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 879], Speed: 134.354 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 889], Speed: 153.420 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 899], Speed: 158.246 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 909], Speed: 142.700 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 919], Speed: 136.960 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 929], Speed: 151.186 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 939], Speed: 141.941 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 949], Speed: 146.480 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 959], Speed: 159.682 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 969], Speed: 149.157 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 57][Batch 979], Speed: 146.566 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 989], Speed: 138.170 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 999], Speed: 154.148 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1009], Speed: 153.848 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1019], Speed: 157.583 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1029], Speed: 149.528 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1039], Speed: 150.264 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1049], Speed: 140.225 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1059], Speed: 143.753 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1069], Speed: 155.517 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1079], Speed: 156.043 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1089], Speed: 149.813 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1099], Speed: 142.405 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1109], Speed: 145.863 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1119], Speed: 162.587 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1129], Speed: 161.525 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1139], Speed: 146.485 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1149], Speed: 151.104 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1159], Speed: 163.492 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 57][Batch 1169], Speed: 145.880 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.790 [Epoch 57][Batch 1179], Speed: 149.095 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.790 [Epoch 57][Batch 1189], Speed: 142.436 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.790 [Epoch 57][Batch 1199], Speed: 138.204 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.790 [Epoch 57][Batch 1209], Speed: 138.541 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.790 [Epoch 57][Batch 1219], Speed: 156.233 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.790 [Epoch 57] Training cost: 806.009, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.790 [Epoch 58][Batch 9], Speed: 142.448 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.790 [Epoch 58][Batch 19], Speed: 152.778 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.227, HeatmapFocal=1.790 [Epoch 58][Batch 29], Speed: 151.127 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 58][Batch 39], Speed: 131.248 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 58][Batch 49], Speed: 149.726 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 58][Batch 59], Speed: 154.339 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 58][Batch 69], Speed: 153.757 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 58][Batch 79], Speed: 140.736 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 58][Batch 89], Speed: 140.761 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 58][Batch 99], Speed: 153.102 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 58][Batch 109], Speed: 154.513 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.790 [Epoch 58][Batch 119], Speed: 150.250 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 129], Speed: 147.094 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 139], Speed: 151.779 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 149], Speed: 141.741 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 159], Speed: 150.704 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 169], Speed: 152.586 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 179], Speed: 159.832 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 189], Speed: 148.175 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 199], Speed: 144.175 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 209], Speed: 137.674 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 219], Speed: 137.777 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 229], Speed: 143.429 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 239], Speed: 156.209 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 249], Speed: 154.689 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.789 [Epoch 58][Batch 259], Speed: 141.691 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.789 [Epoch 58][Batch 269], Speed: 136.340 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.789 [Epoch 58][Batch 279], Speed: 143.742 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.789 [Epoch 58][Batch 289], Speed: 148.773 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 299], Speed: 147.206 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 309], Speed: 146.433 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 319], Speed: 146.911 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 329], Speed: 161.193 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 339], Speed: 152.050 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 349], Speed: 146.699 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 359], Speed: 143.420 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 369], Speed: 145.510 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 379], Speed: 145.390 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 389], Speed: 144.517 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 399], Speed: 144.519 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 409], Speed: 149.236 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 419], Speed: 159.395 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 429], Speed: 148.132 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 439], Speed: 150.016 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 449], Speed: 150.267 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 459], Speed: 142.144 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.788 [Epoch 58][Batch 469], Speed: 147.569 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 479], Speed: 154.019 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 489], Speed: 141.668 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 499], Speed: 140.091 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 509], Speed: 134.800 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 519], Speed: 139.055 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 529], Speed: 153.067 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 539], Speed: 156.028 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 549], Speed: 139.871 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 559], Speed: 132.770 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 569], Speed: 135.817 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 579], Speed: 139.891 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 589], Speed: 146.108 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 599], Speed: 145.499 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 609], Speed: 151.344 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 619], Speed: 141.651 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 629], Speed: 134.145 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 639], Speed: 135.955 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.787 [Epoch 58][Batch 649], Speed: 145.016 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 659], Speed: 152.150 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 669], Speed: 149.339 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 679], Speed: 149.837 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 689], Speed: 146.385 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 699], Speed: 150.716 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 709], Speed: 144.733 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 719], Speed: 158.952 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 729], Speed: 151.357 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 739], Speed: 137.771 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 749], Speed: 145.974 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 759], Speed: 144.135 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 769], Speed: 138.798 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 779], Speed: 159.890 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 789], Speed: 149.190 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 799], Speed: 137.585 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 809], Speed: 135.793 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 819], Speed: 145.534 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.786 [Epoch 58][Batch 829], Speed: 154.564 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 839], Speed: 154.979 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 849], Speed: 146.111 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 859], Speed: 138.003 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 869], Speed: 147.716 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 879], Speed: 148.897 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 889], Speed: 154.599 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 899], Speed: 159.737 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 909], Speed: 150.027 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 919], Speed: 150.129 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 929], Speed: 152.672 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 939], Speed: 150.841 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 949], Speed: 151.352 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 959], Speed: 148.012 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 969], Speed: 150.542 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 979], Speed: 150.585 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 989], Speed: 146.355 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 999], Speed: 147.733 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 1009], Speed: 153.384 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.785 [Epoch 58][Batch 1019], Speed: 157.888 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1029], Speed: 149.425 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1039], Speed: 139.916 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1049], Speed: 144.441 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1059], Speed: 154.297 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1069], Speed: 137.952 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1079], Speed: 160.328 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1089], Speed: 152.984 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1099], Speed: 151.093 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1109], Speed: 145.585 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1119], Speed: 133.661 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1129], Speed: 160.012 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1139], Speed: 155.266 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1149], Speed: 140.763 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1159], Speed: 137.395 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1169], Speed: 145.636 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1179], Speed: 145.284 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1189], Speed: 151.201 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.784 [Epoch 58][Batch 1199], Speed: 163.161 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 58][Batch 1209], Speed: 135.755 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 58][Batch 1219], Speed: 148.108 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 58] Training cost: 806.673, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 59][Batch 9], Speed: 145.022 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 59][Batch 19], Speed: 140.834 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.227, HeatmapFocal=1.783 [Epoch 59][Batch 29], Speed: 157.711 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 59][Batch 39], Speed: 156.634 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 59][Batch 49], Speed: 147.826 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 59][Batch 59], Speed: 157.596 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 59][Batch 69], Speed: 148.594 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.226, HeatmapFocal=1.783 [Epoch 59][Batch 79], Speed: 153.062 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 59][Batch 89], Speed: 146.404 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 59][Batch 99], Speed: 152.524 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 59][Batch 109], Speed: 150.863 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 59][Batch 119], Speed: 157.233 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 59][Batch 129], Speed: 148.661 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 59][Batch 139], Speed: 143.161 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 59][Batch 149], Speed: 153.184 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.783 [Epoch 59][Batch 159], Speed: 149.592 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 169], Speed: 154.025 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 179], Speed: 154.986 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 189], Speed: 148.922 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 199], Speed: 152.257 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 209], Speed: 158.333 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 219], Speed: 157.250 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 229], Speed: 149.742 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 239], Speed: 157.544 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 249], Speed: 151.180 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 259], Speed: 149.607 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 269], Speed: 160.245 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 279], Speed: 154.364 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 289], Speed: 150.987 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 299], Speed: 155.479 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 309], Speed: 143.382 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 319], Speed: 144.381 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.782 [Epoch 59][Batch 329], Speed: 139.011 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 339], Speed: 151.049 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 349], Speed: 147.328 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 359], Speed: 147.639 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 369], Speed: 144.948 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 379], Speed: 145.509 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 389], Speed: 156.466 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 399], Speed: 140.740 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 409], Speed: 150.725 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 419], Speed: 142.735 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 429], Speed: 142.259 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 439], Speed: 134.302 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 449], Speed: 162.648 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 459], Speed: 158.162 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 469], Speed: 151.127 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 479], Speed: 153.928 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 489], Speed: 152.524 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 499], Speed: 154.598 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 509], Speed: 159.347 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.781 [Epoch 59][Batch 519], Speed: 150.036 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 529], Speed: 155.230 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 539], Speed: 153.297 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 549], Speed: 136.558 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 559], Speed: 144.916 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 569], Speed: 159.142 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 579], Speed: 151.572 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 589], Speed: 157.389 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 599], Speed: 159.103 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 609], Speed: 142.309 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 619], Speed: 145.322 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 629], Speed: 163.060 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 639], Speed: 151.832 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 649], Speed: 154.437 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 659], Speed: 147.277 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 669], Speed: 154.290 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 679], Speed: 141.725 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 689], Speed: 148.902 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 699], Speed: 153.368 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.780 [Epoch 59][Batch 709], Speed: 151.946 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 719], Speed: 147.488 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 729], Speed: 153.861 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 739], Speed: 139.772 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 749], Speed: 154.813 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 759], Speed: 152.842 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 769], Speed: 141.084 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 779], Speed: 153.809 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 789], Speed: 149.391 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 799], Speed: 145.310 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 809], Speed: 148.699 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 819], Speed: 148.830 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 829], Speed: 142.935 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 839], Speed: 155.947 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 849], Speed: 144.039 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 859], Speed: 132.745 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 869], Speed: 159.706 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 879], Speed: 149.293 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.779 [Epoch 59][Batch 889], Speed: 155.857 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 899], Speed: 149.179 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 909], Speed: 149.651 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 919], Speed: 141.773 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 929], Speed: 144.659 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 939], Speed: 144.439 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 949], Speed: 142.050 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 959], Speed: 159.031 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 969], Speed: 152.420 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 979], Speed: 140.778 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 989], Speed: 145.238 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 999], Speed: 156.207 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 1009], Speed: 145.907 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 1019], Speed: 142.908 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 1029], Speed: 134.974 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 1039], Speed: 144.150 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 1049], Speed: 159.913 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 1059], Speed: 144.139 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 1069], Speed: 149.392 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.778 [Epoch 59][Batch 1079], Speed: 146.874 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1089], Speed: 141.764 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1099], Speed: 149.479 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1109], Speed: 154.991 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1119], Speed: 158.905 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1129], Speed: 145.721 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1139], Speed: 163.495 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1149], Speed: 143.320 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1159], Speed: 158.431 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1169], Speed: 154.150 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1179], Speed: 143.405 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1189], Speed: 147.896 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1199], Speed: 144.322 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1209], Speed: 151.221 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59][Batch 1219], Speed: 146.715 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 59] Training cost: 806.579, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 60][Batch 9], Speed: 133.560 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 60][Batch 19], Speed: 149.444 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 60][Batch 29], Speed: 144.222 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 60][Batch 39], Speed: 153.247 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.777 [Epoch 60][Batch 49], Speed: 145.618 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 59], Speed: 149.250 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 69], Speed: 138.081 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 79], Speed: 138.084 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 89], Speed: 136.979 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 99], Speed: 145.611 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 109], Speed: 155.175 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 119], Speed: 157.954 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 129], Speed: 151.798 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 139], Speed: 153.258 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 149], Speed: 142.326 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 159], Speed: 149.337 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 169], Speed: 144.905 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 179], Speed: 155.386 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 189], Speed: 139.104 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 199], Speed: 151.793 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 209], Speed: 146.529 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 219], Speed: 153.364 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 229], Speed: 146.746 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.776 [Epoch 60][Batch 239], Speed: 162.596 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 249], Speed: 139.623 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 259], Speed: 141.217 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 269], Speed: 144.124 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 279], Speed: 144.453 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 289], Speed: 140.721 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 299], Speed: 153.595 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 309], Speed: 146.328 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 319], Speed: 145.558 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 329], Speed: 150.491 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 339], Speed: 156.829 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 349], Speed: 155.582 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 359], Speed: 160.234 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 369], Speed: 149.355 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 379], Speed: 150.121 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 389], Speed: 139.714 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 399], Speed: 143.796 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 409], Speed: 151.936 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.775 [Epoch 60][Batch 419], Speed: 156.729 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 429], Speed: 146.792 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 439], Speed: 150.216 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 449], Speed: 145.612 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 459], Speed: 146.253 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 469], Speed: 160.333 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 479], Speed: 158.495 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 489], Speed: 146.645 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 499], Speed: 133.616 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 509], Speed: 147.964 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 519], Speed: 149.542 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 529], Speed: 156.948 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 539], Speed: 139.514 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 549], Speed: 155.573 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 559], Speed: 145.620 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 569], Speed: 135.551 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 579], Speed: 151.251 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 589], Speed: 156.745 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 599], Speed: 140.940 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 609], Speed: 156.667 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.774 [Epoch 60][Batch 619], Speed: 155.977 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 629], Speed: 141.166 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 639], Speed: 144.313 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 649], Speed: 159.009 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 659], Speed: 144.968 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 669], Speed: 148.798 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 679], Speed: 130.518 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 689], Speed: 145.762 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 699], Speed: 143.841 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 709], Speed: 158.192 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 719], Speed: 144.233 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 729], Speed: 134.358 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 739], Speed: 138.601 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 749], Speed: 145.981 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 759], Speed: 154.710 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 769], Speed: 148.805 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 779], Speed: 146.258 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 789], Speed: 154.552 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 799], Speed: 157.269 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.773 [Epoch 60][Batch 809], Speed: 130.172 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 819], Speed: 153.122 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 829], Speed: 151.672 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 839], Speed: 158.073 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 849], Speed: 140.630 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 859], Speed: 136.054 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 869], Speed: 139.558 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 879], Speed: 146.018 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 889], Speed: 156.247 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 899], Speed: 154.649 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 909], Speed: 148.951 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 919], Speed: 148.081 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 929], Speed: 135.396 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 939], Speed: 152.160 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 949], Speed: 154.540 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 959], Speed: 146.982 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 969], Speed: 155.309 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 979], Speed: 153.098 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 989], Speed: 144.484 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 60][Batch 999], Speed: 155.418 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1009], Speed: 151.340 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1019], Speed: 158.700 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1029], Speed: 152.954 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1039], Speed: 151.234 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1049], Speed: 144.053 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1059], Speed: 147.041 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1069], Speed: 160.679 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1079], Speed: 148.547 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1089], Speed: 152.336 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1099], Speed: 153.621 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1109], Speed: 155.664 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1119], Speed: 148.172 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1129], Speed: 145.793 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1139], Speed: 151.886 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1149], Speed: 152.589 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1159], Speed: 150.065 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1169], Speed: 149.702 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1179], Speed: 146.199 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1189], Speed: 148.630 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.771 [Epoch 60][Batch 1199], Speed: 144.446 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 60][Batch 1209], Speed: 139.454 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 60][Batch 1219], Speed: 159.563 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 60] Training cost: 806.393, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 60] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.295 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.310 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.106 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.327 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.269 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.404 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.414 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.163 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.653 person=39.9 bicycle=19.1 car=25.4 motorcycle=29.8 airplane=54.4 bus=52.6 train=55.6 truck=23.5 boat=15.3 traffic light=13.6 fire hydrant=52.5 stop sign=50.0 parking meter=37.5 bench=17.7 bird=23.4 cat=59.3 dog=54.1 horse=49.2 sheep=43.4 cow=41.1 elephant=53.8 bear=65.5 zebra=56.5 giraffe=58.8 backpack=7.8 umbrella=28.4 handbag=6.0 tie=17.1 suitcase=24.3 frisbee=45.8 skis=12.9 snowboard=19.9 sports ball=23.8 kite=27.3 baseball bat=12.7 baseball glove=24.7 skateboard=40.0 surfboard=22.5 tennis racket=33.8 bottle=21.7 wine glass=21.3 cup=26.3 fork=18.3 knife=7.7 spoon=7.4 bowl=28.8 banana=17.4 apple=11.8 sandwich=27.8 orange=25.6 broccoli=14.6 carrot=11.9 hot dog=20.5 pizza=38.5 donut=28.0 cake=28.0 chair=18.5 couch=37.3 potted plant=18.7 bed=37.8 dining table=18.1 toilet=53.6 tv=44.6 laptop=48.2 mouse=42.6 remote=11.5 keyboard=38.3 cell phone=19.9 microwave=41.8 oven=24.8 toaster=14.1 sink=29.3 refrigerator=38.7 book=3.8 clock=38.4 vase=23.6 scissors=13.2 teddy bear=37.0 hair drier=1.3 toothbrush=14.1 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =29.5 [Epoch 61][Batch 9], Speed: 144.560 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.770 [Epoch 61][Batch 19], Speed: 149.632 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 29], Speed: 142.374 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 39], Speed: 152.653 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 49], Speed: 146.984 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 59], Speed: 160.342 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 69], Speed: 150.095 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 79], Speed: 152.135 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 89], Speed: 159.048 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 99], Speed: 155.740 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 109], Speed: 159.513 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 119], Speed: 155.857 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 129], Speed: 143.719 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 139], Speed: 147.705 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 149], Speed: 147.647 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.770 [Epoch 61][Batch 159], Speed: 155.974 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 169], Speed: 143.749 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 179], Speed: 160.235 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 189], Speed: 144.165 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 199], Speed: 145.888 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 209], Speed: 154.071 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 219], Speed: 153.094 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 229], Speed: 156.334 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 239], Speed: 161.752 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 249], Speed: 153.400 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 259], Speed: 142.362 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 269], Speed: 153.515 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 279], Speed: 151.112 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 289], Speed: 158.230 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 299], Speed: 161.491 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 309], Speed: 144.982 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 319], Speed: 146.435 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 329], Speed: 144.802 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 339], Speed: 149.418 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.769 [Epoch 61][Batch 349], Speed: 152.756 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 359], Speed: 160.835 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 369], Speed: 150.616 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 379], Speed: 154.235 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 389], Speed: 144.580 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 399], Speed: 153.017 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 409], Speed: 155.211 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 419], Speed: 159.055 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 429], Speed: 139.284 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 439], Speed: 145.476 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 449], Speed: 149.566 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 459], Speed: 152.489 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 469], Speed: 147.331 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 479], Speed: 163.825 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 489], Speed: 151.974 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 499], Speed: 154.289 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 509], Speed: 147.640 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 519], Speed: 156.688 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 529], Speed: 152.259 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 539], Speed: 160.355 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.768 [Epoch 61][Batch 549], Speed: 137.193 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 559], Speed: 148.543 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 569], Speed: 150.167 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 579], Speed: 148.101 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 589], Speed: 153.612 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 599], Speed: 152.910 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 609], Speed: 146.803 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 619], Speed: 144.857 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 629], Speed: 134.517 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 639], Speed: 152.247 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 649], Speed: 150.201 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 659], Speed: 158.408 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 669], Speed: 147.465 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 679], Speed: 145.605 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 689], Speed: 149.622 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 699], Speed: 155.233 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 709], Speed: 146.258 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 719], Speed: 162.143 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 729], Speed: 139.723 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.767 [Epoch 61][Batch 739], Speed: 143.387 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 749], Speed: 144.463 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 759], Speed: 146.205 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 769], Speed: 155.324 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 779], Speed: 159.520 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 789], Speed: 144.923 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 799], Speed: 153.282 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 809], Speed: 145.070 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 819], Speed: 153.609 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 829], Speed: 153.646 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 839], Speed: 161.524 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 849], Speed: 150.083 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 859], Speed: 149.459 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 869], Speed: 146.585 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 879], Speed: 155.469 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 889], Speed: 155.489 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 899], Speed: 161.805 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 909], Speed: 145.255 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 919], Speed: 149.117 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 929], Speed: 144.442 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.766 [Epoch 61][Batch 939], Speed: 153.381 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 949], Speed: 154.354 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 959], Speed: 157.590 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 969], Speed: 148.166 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 979], Speed: 148.486 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 989], Speed: 146.790 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 999], Speed: 153.590 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1009], Speed: 154.261 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1019], Speed: 165.354 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1029], Speed: 155.884 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1039], Speed: 149.457 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1049], Speed: 153.834 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1059], Speed: 158.858 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1069], Speed: 152.766 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1079], Speed: 165.373 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1089], Speed: 143.190 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1099], Speed: 150.685 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1109], Speed: 150.424 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1119], Speed: 142.433 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1129], Speed: 137.792 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.765 [Epoch 61][Batch 1139], Speed: 150.571 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.764 [Epoch 61][Batch 1149], Speed: 153.636 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.764 [Epoch 61][Batch 1159], Speed: 150.094 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.764 [Epoch 61][Batch 1169], Speed: 138.788 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.764 [Epoch 61][Batch 1179], Speed: 149.185 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.764 [Epoch 61][Batch 1189], Speed: 145.540 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.764 [Epoch 61][Batch 1199], Speed: 166.929 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.764 [Epoch 61][Batch 1209], Speed: 163.135 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.764 [Epoch 61][Batch 1219], Speed: 155.842 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.764 [Epoch 61] Training cost: 800.166, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.764 [Epoch 62][Batch 9], Speed: 139.644 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 62][Batch 19], Speed: 147.208 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 62][Batch 29], Speed: 154.074 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 62][Batch 39], Speed: 155.920 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 62][Batch 49], Speed: 156.894 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 62][Batch 59], Speed: 151.313 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 62][Batch 69], Speed: 142.517 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 62][Batch 79], Speed: 145.109 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 62][Batch 89], Speed: 162.003 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 62][Batch 99], Speed: 146.235 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 62][Batch 109], Speed: 155.428 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 62][Batch 119], Speed: 153.788 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 129], Speed: 148.472 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 62][Batch 139], Speed: 154.777 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 149], Speed: 149.690 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 159], Speed: 146.820 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 169], Speed: 155.453 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 179], Speed: 150.901 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 189], Speed: 138.433 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 199], Speed: 146.740 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 209], Speed: 133.460 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 219], Speed: 154.475 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 229], Speed: 153.106 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 239], Speed: 152.260 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 249], Speed: 137.284 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 259], Speed: 147.893 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 269], Speed: 152.094 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 279], Speed: 153.026 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 289], Speed: 150.614 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 299], Speed: 156.199 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.763 [Epoch 62][Batch 309], Speed: 133.397 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 319], Speed: 148.010 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 329], Speed: 153.792 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 339], Speed: 157.806 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 349], Speed: 156.185 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 359], Speed: 150.541 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 369], Speed: 142.815 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 379], Speed: 152.163 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 389], Speed: 135.305 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 399], Speed: 155.515 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 409], Speed: 151.897 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 419], Speed: 144.557 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 429], Speed: 147.860 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 439], Speed: 145.713 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 449], Speed: 153.592 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 459], Speed: 147.793 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 469], Speed: 157.581 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 479], Speed: 148.241 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 489], Speed: 147.769 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 499], Speed: 155.391 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 62][Batch 509], Speed: 139.484 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 519], Speed: 148.828 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 529], Speed: 160.390 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 539], Speed: 137.161 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 549], Speed: 134.652 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 559], Speed: 150.059 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 569], Speed: 144.280 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 579], Speed: 151.211 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 589], Speed: 148.356 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 599], Speed: 135.824 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 609], Speed: 150.927 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 619], Speed: 157.458 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 629], Speed: 144.347 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 639], Speed: 155.887 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 649], Speed: 152.418 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 659], Speed: 142.558 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 669], Speed: 140.264 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 679], Speed: 147.896 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 689], Speed: 155.466 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 699], Speed: 156.120 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 62][Batch 709], Speed: 157.162 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 719], Speed: 155.744 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 729], Speed: 143.776 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 739], Speed: 158.471 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 749], Speed: 146.960 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 759], Speed: 153.459 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 769], Speed: 153.554 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 779], Speed: 134.217 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 789], Speed: 142.748 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 799], Speed: 148.458 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 809], Speed: 152.462 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 819], Speed: 154.624 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 829], Speed: 156.642 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 839], Speed: 155.832 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 849], Speed: 137.663 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 859], Speed: 154.215 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 869], Speed: 146.369 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 879], Speed: 156.653 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 889], Speed: 156.029 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 899], Speed: 145.575 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.760 [Epoch 62][Batch 909], Speed: 143.516 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 919], Speed: 154.171 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 929], Speed: 143.858 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 939], Speed: 158.834 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 949], Speed: 155.222 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 959], Speed: 137.354 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 969], Speed: 149.612 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 979], Speed: 134.934 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 989], Speed: 151.932 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 999], Speed: 153.261 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1009], Speed: 153.247 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1019], Speed: 160.765 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1029], Speed: 140.026 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1039], Speed: 140.756 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1049], Speed: 151.687 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1059], Speed: 153.600 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1069], Speed: 155.641 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1079], Speed: 146.755 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1089], Speed: 136.626 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1099], Speed: 153.743 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.759 [Epoch 62][Batch 1109], Speed: 140.633 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1119], Speed: 144.884 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1129], Speed: 145.829 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1139], Speed: 134.548 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1149], Speed: 139.709 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1159], Speed: 145.378 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1169], Speed: 136.583 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1179], Speed: 158.718 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1189], Speed: 137.549 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1199], Speed: 144.615 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1209], Speed: 163.270 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62][Batch 1219], Speed: 153.894 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 62] Training cost: 800.301, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 63][Batch 9], Speed: 146.294 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 63][Batch 19], Speed: 153.300 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.758 [Epoch 63][Batch 29], Speed: 144.762 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.758 [Epoch 63][Batch 39], Speed: 152.238 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 63][Batch 49], Speed: 148.621 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.758 [Epoch 63][Batch 59], Speed: 148.064 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.758 [Epoch 63][Batch 69], Speed: 153.844 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.758 [Epoch 63][Batch 79], Speed: 148.187 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.758 [Epoch 63][Batch 89], Speed: 150.612 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 99], Speed: 149.531 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 109], Speed: 156.620 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 119], Speed: 155.651 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 129], Speed: 159.122 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 139], Speed: 136.915 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 149], Speed: 149.418 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 159], Speed: 145.347 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 169], Speed: 146.793 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 179], Speed: 163.541 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 189], Speed: 145.243 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 63][Batch 199], Speed: 149.058 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.757 [Epoch 63][Batch 209], Speed: 148.738 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.757 [Epoch 63][Batch 219], Speed: 152.586 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.757 [Epoch 63][Batch 229], Speed: 153.738 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.757 [Epoch 63][Batch 239], Speed: 159.205 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.757 [Epoch 63][Batch 249], Speed: 149.043 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.757 [Epoch 63][Batch 259], Speed: 147.809 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.757 [Epoch 63][Batch 269], Speed: 143.018 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.757 [Epoch 63][Batch 279], Speed: 148.215 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.757 [Epoch 63][Batch 289], Speed: 157.150 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 299], Speed: 162.014 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 309], Speed: 154.100 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 319], Speed: 154.798 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 329], Speed: 139.709 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 339], Speed: 157.420 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 349], Speed: 148.682 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 359], Speed: 147.688 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 369], Speed: 149.964 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 379], Speed: 154.752 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 389], Speed: 138.703 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 399], Speed: 153.323 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 409], Speed: 154.919 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 419], Speed: 150.939 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 429], Speed: 147.647 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 439], Speed: 144.110 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 449], Speed: 148.391 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 459], Speed: 146.246 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 469], Speed: 156.887 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 479], Speed: 162.330 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 489], Speed: 148.652 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.756 [Epoch 63][Batch 499], Speed: 148.556 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 509], Speed: 142.698 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 519], Speed: 155.922 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 529], Speed: 151.966 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 539], Speed: 157.649 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 549], Speed: 149.066 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 559], Speed: 153.417 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 569], Speed: 134.736 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 579], Speed: 152.136 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 589], Speed: 154.291 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 599], Speed: 156.567 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 609], Speed: 148.583 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 619], Speed: 148.708 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 629], Speed: 141.417 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 639], Speed: 152.770 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 649], Speed: 150.240 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 659], Speed: 161.488 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 669], Speed: 146.632 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 679], Speed: 148.254 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 689], Speed: 135.138 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.755 [Epoch 63][Batch 699], Speed: 153.050 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 709], Speed: 153.574 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 719], Speed: 150.812 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 729], Speed: 153.820 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 739], Speed: 145.697 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 749], Speed: 143.909 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 759], Speed: 157.862 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 769], Speed: 152.157 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 779], Speed: 158.096 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 789], Speed: 140.191 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 799], Speed: 150.710 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 809], Speed: 145.565 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 819], Speed: 145.740 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 829], Speed: 147.853 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 839], Speed: 159.211 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 849], Speed: 142.073 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 859], Speed: 139.483 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 869], Speed: 141.741 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 879], Speed: 150.454 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 889], Speed: 152.972 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 899], Speed: 146.201 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.754 [Epoch 63][Batch 909], Speed: 135.831 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 919], Speed: 141.149 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 929], Speed: 145.930 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 939], Speed: 152.614 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 949], Speed: 145.783 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 959], Speed: 145.822 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 969], Speed: 150.017 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 979], Speed: 135.680 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 989], Speed: 147.033 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 999], Speed: 146.005 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1009], Speed: 144.322 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1019], Speed: 151.557 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1029], Speed: 140.894 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1039], Speed: 156.630 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1049], Speed: 147.866 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1059], Speed: 148.772 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1069], Speed: 156.439 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1079], Speed: 147.776 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1089], Speed: 143.120 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1099], Speed: 141.247 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1109], Speed: 139.280 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.753 [Epoch 63][Batch 1119], Speed: 134.239 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63][Batch 1129], Speed: 148.159 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63][Batch 1139], Speed: 153.878 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63][Batch 1149], Speed: 145.844 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63][Batch 1159], Speed: 154.895 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63][Batch 1169], Speed: 145.777 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63][Batch 1179], Speed: 159.898 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63][Batch 1189], Speed: 153.677 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63][Batch 1199], Speed: 142.895 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63][Batch 1209], Speed: 141.576 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63][Batch 1219], Speed: 153.340 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 63] Training cost: 802.944, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 64][Batch 9], Speed: 154.960 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 64][Batch 19], Speed: 151.233 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.752 [Epoch 64][Batch 29], Speed: 145.119 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.752 [Epoch 64][Batch 39], Speed: 147.501 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.752 [Epoch 64][Batch 49], Speed: 159.737 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.752 [Epoch 64][Batch 59], Speed: 154.743 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.752 [Epoch 64][Batch 69], Speed: 149.432 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.752 [Epoch 64][Batch 79], Speed: 138.604 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.752 [Epoch 64][Batch 89], Speed: 155.023 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.752 [Epoch 64][Batch 99], Speed: 148.777 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 109], Speed: 151.429 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 119], Speed: 155.645 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 129], Speed: 142.561 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 139], Speed: 140.113 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 149], Speed: 137.545 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 159], Speed: 158.997 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 169], Speed: 152.745 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 179], Speed: 151.165 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 189], Speed: 149.419 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 199], Speed: 127.516 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 209], Speed: 141.617 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 219], Speed: 154.738 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 229], Speed: 152.252 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 239], Speed: 156.054 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 249], Speed: 143.553 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 259], Speed: 125.467 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 269], Speed: 144.679 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 279], Speed: 140.717 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 289], Speed: 154.425 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 299], Speed: 143.314 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.751 [Epoch 64][Batch 309], Speed: 153.886 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.750 [Epoch 64][Batch 319], Speed: 144.051 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.750 [Epoch 64][Batch 329], Speed: 155.881 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.750 [Epoch 64][Batch 339], Speed: 144.973 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 349], Speed: 155.500 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 359], Speed: 148.886 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 369], Speed: 131.742 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 379], Speed: 147.480 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 389], Speed: 149.778 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 399], Speed: 150.559 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 409], Speed: 152.093 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 419], Speed: 145.173 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 429], Speed: 148.504 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 439], Speed: 145.923 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 449], Speed: 153.839 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 459], Speed: 155.831 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 469], Speed: 157.566 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 479], Speed: 149.330 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 489], Speed: 150.055 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 499], Speed: 151.701 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.750 [Epoch 64][Batch 509], Speed: 142.163 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 519], Speed: 154.125 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 529], Speed: 154.960 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 539], Speed: 158.336 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 549], Speed: 149.805 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 559], Speed: 151.228 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 569], Speed: 156.283 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 579], Speed: 151.250 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 589], Speed: 156.881 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 599], Speed: 146.379 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 609], Speed: 145.342 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 619], Speed: 138.124 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 629], Speed: 144.097 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 639], Speed: 146.141 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 649], Speed: 152.608 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 659], Speed: 137.067 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 669], Speed: 146.949 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 679], Speed: 50.658 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 689], Speed: 147.707 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 699], Speed: 149.105 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 709], Speed: 154.929 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 719], Speed: 154.722 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.749 [Epoch 64][Batch 729], Speed: 147.769 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 739], Speed: 143.212 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 749], Speed: 143.884 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 759], Speed: 152.716 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 769], Speed: 157.078 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 779], Speed: 148.354 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 789], Speed: 148.082 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 799], Speed: 150.964 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 809], Speed: 143.466 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 819], Speed: 151.979 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 829], Speed: 153.016 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 839], Speed: 152.596 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 849], Speed: 152.227 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 859], Speed: 148.975 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 869], Speed: 154.776 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 879], Speed: 149.848 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 889], Speed: 139.711 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 899], Speed: 145.505 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 909], Speed: 147.096 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 919], Speed: 148.378 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 929], Speed: 153.832 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.748 [Epoch 64][Batch 939], Speed: 145.644 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 949], Speed: 154.681 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 959], Speed: 158.752 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 969], Speed: 146.782 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 979], Speed: 145.160 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 989], Speed: 152.917 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 999], Speed: 150.207 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1009], Speed: 147.912 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1019], Speed: 148.593 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1029], Speed: 147.825 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1039], Speed: 145.340 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1049], Speed: 160.986 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1059], Speed: 153.249 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1069], Speed: 145.187 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1079], Speed: 158.193 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1089], Speed: 147.486 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1099], Speed: 130.403 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1109], Speed: 145.959 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1119], Speed: 160.162 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1129], Speed: 149.855 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1139], Speed: 155.968 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1149], Speed: 154.355 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 64][Batch 1159], Speed: 147.750 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 64][Batch 1169], Speed: 144.108 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 64][Batch 1179], Speed: 145.039 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 64][Batch 1189], Speed: 148.756 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 64][Batch 1199], Speed: 161.152 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 64][Batch 1209], Speed: 138.411 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 64][Batch 1219], Speed: 155.917 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 64] Training cost: 806.421, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 65][Batch 9], Speed: 149.831 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 65][Batch 19], Speed: 148.588 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 65][Batch 29], Speed: 150.141 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 65][Batch 39], Speed: 153.729 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 65][Batch 49], Speed: 152.330 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 65][Batch 59], Speed: 162.673 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 65][Batch 69], Speed: 146.851 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 65][Batch 79], Speed: 141.455 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 65][Batch 89], Speed: 140.570 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 65][Batch 99], Speed: 163.028 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 65][Batch 109], Speed: 148.050 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 65][Batch 119], Speed: 152.082 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 65][Batch 129], Speed: 155.601 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.746 [Epoch 65][Batch 139], Speed: 145.677 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 149], Speed: 137.821 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 159], Speed: 154.126 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 169], Speed: 147.702 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 179], Speed: 160.051 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 189], Speed: 147.194 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 199], Speed: 142.663 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 209], Speed: 144.275 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 219], Speed: 155.354 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 229], Speed: 152.025 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 239], Speed: 157.404 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 249], Speed: 153.788 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 259], Speed: 142.891 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 269], Speed: 146.677 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 279], Speed: 152.043 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 289], Speed: 149.933 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 299], Speed: 152.139 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 309], Speed: 152.983 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 319], Speed: 148.537 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 329], Speed: 152.548 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 339], Speed: 153.891 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.745 [Epoch 65][Batch 349], Speed: 155.738 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 359], Speed: 156.163 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 369], Speed: 143.208 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 379], Speed: 153.126 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 389], Speed: 137.482 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 399], Speed: 154.182 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 409], Speed: 146.635 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 419], Speed: 150.622 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 429], Speed: 136.222 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 439], Speed: 144.037 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 449], Speed: 157.814 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 459], Speed: 153.816 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 469], Speed: 152.654 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 65][Batch 479], Speed: 153.520 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 489], Speed: 139.857 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 499], Speed: 144.419 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 509], Speed: 148.280 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 519], Speed: 154.250 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 529], Speed: 154.226 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 539], Speed: 152.692 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 549], Speed: 151.160 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 559], Speed: 136.741 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.744 [Epoch 65][Batch 569], Speed: 155.728 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.743 [Epoch 65][Batch 579], Speed: 144.068 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.743 [Epoch 65][Batch 589], Speed: 147.069 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 599], Speed: 150.706 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 609], Speed: 140.596 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 619], Speed: 152.097 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 629], Speed: 147.649 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 639], Speed: 151.571 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 649], Speed: 153.765 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 659], Speed: 155.685 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 669], Speed: 147.296 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 679], Speed: 152.054 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 689], Speed: 148.565 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 699], Speed: 151.243 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 709], Speed: 157.147 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 719], Speed: 153.820 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.743 [Epoch 65][Batch 729], Speed: 148.157 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.743 [Epoch 65][Batch 739], Speed: 148.683 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.743 [Epoch 65][Batch 749], Speed: 139.139 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.743 [Epoch 65][Batch 759], Speed: 151.208 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.743 [Epoch 65][Batch 769], Speed: 149.464 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.743 [Epoch 65][Batch 779], Speed: 157.204 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 789], Speed: 148.671 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 799], Speed: 152.317 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 809], Speed: 148.064 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 819], Speed: 153.577 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 829], Speed: 151.120 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 839], Speed: 154.185 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 849], Speed: 147.243 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 859], Speed: 141.689 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 869], Speed: 130.471 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 879], Speed: 150.059 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 889], Speed: 147.126 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 899], Speed: 142.357 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 909], Speed: 138.112 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 919], Speed: 138.545 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 929], Speed: 152.642 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 939], Speed: 151.585 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 949], Speed: 157.634 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 959], Speed: 150.301 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 969], Speed: 147.828 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 979], Speed: 141.325 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.742 [Epoch 65][Batch 989], Speed: 142.674 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 999], Speed: 152.247 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1009], Speed: 153.780 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1019], Speed: 156.804 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1029], Speed: 151.526 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1039], Speed: 139.403 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1049], Speed: 133.855 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1059], Speed: 154.657 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1069], Speed: 154.603 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1079], Speed: 160.170 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1089], Speed: 147.867 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1099], Speed: 144.424 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1109], Speed: 142.479 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1119], Speed: 143.261 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1129], Speed: 154.488 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1139], Speed: 151.032 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.741 [Epoch 65][Batch 1149], Speed: 160.190 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1159], Speed: 142.498 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.741 [Epoch 65][Batch 1169], Speed: 144.486 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1179], Speed: 142.694 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1189], Speed: 146.946 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1199], Speed: 149.864 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1209], Speed: 160.147 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.741 [Epoch 65][Batch 1219], Speed: 157.241 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 65] Training cost: 810.575, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 66][Batch 9], Speed: 135.442 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.226, HeatmapFocal=1.740 [Epoch 66][Batch 19], Speed: 158.982 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 66][Batch 29], Speed: 140.935 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 66][Batch 39], Speed: 151.042 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 49], Speed: 157.456 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 66][Batch 59], Speed: 151.480 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 66][Batch 69], Speed: 141.524 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 66][Batch 79], Speed: 142.475 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 89], Speed: 146.318 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 99], Speed: 154.356 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 109], Speed: 158.071 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 66][Batch 119], Speed: 149.052 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.740 [Epoch 66][Batch 129], Speed: 158.646 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 139], Speed: 153.160 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 149], Speed: 141.350 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 159], Speed: 145.160 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 169], Speed: 154.702 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 179], Speed: 155.971 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 189], Speed: 136.317 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.740 [Epoch 66][Batch 199], Speed: 141.894 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 209], Speed: 139.065 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 219], Speed: 158.555 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 229], Speed: 144.806 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 239], Speed: 150.910 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 249], Speed: 137.316 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 259], Speed: 151.692 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 269], Speed: 141.192 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 279], Speed: 151.639 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 289], Speed: 149.686 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 299], Speed: 152.640 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 309], Speed: 142.045 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 319], Speed: 154.854 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 329], Speed: 143.370 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 339], Speed: 153.689 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 349], Speed: 149.249 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 359], Speed: 149.894 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 369], Speed: 151.940 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 379], Speed: 154.649 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 389], Speed: 140.424 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 399], Speed: 147.808 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 409], Speed: 155.299 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.739 [Epoch 66][Batch 419], Speed: 147.444 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.738 [Epoch 66][Batch 429], Speed: 148.924 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.738 [Epoch 66][Batch 439], Speed: 135.784 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.738 [Epoch 66][Batch 449], Speed: 145.144 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.738 [Epoch 66][Batch 459], Speed: 155.285 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.738 [Epoch 66][Batch 469], Speed: 154.902 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.738 [Epoch 66][Batch 479], Speed: 145.535 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.738 [Epoch 66][Batch 489], Speed: 138.112 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.738 [Epoch 66][Batch 499], Speed: 132.086 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.738 [Epoch 66][Batch 509], Speed: 147.585 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 519], Speed: 152.754 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 529], Speed: 154.831 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 539], Speed: 144.622 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 549], Speed: 134.506 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 559], Speed: 149.256 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 569], Speed: 148.896 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 579], Speed: 153.813 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 589], Speed: 154.102 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 599], Speed: 139.578 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 609], Speed: 149.203 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 619], Speed: 147.195 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 629], Speed: 138.712 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 66][Batch 639], Speed: 145.276 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 649], Speed: 145.708 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 659], Speed: 147.522 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 669], Speed: 150.215 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 679], Speed: 129.830 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 689], Speed: 150.394 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 699], Speed: 151.896 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 709], Speed: 153.889 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 719], Speed: 144.914 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 729], Speed: 148.042 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 739], Speed: 152.527 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 749], Speed: 144.725 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 759], Speed: 150.987 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 769], Speed: 147.487 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 779], Speed: 143.557 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 789], Speed: 142.211 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 799], Speed: 153.657 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 809], Speed: 141.032 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 819], Speed: 149.330 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 829], Speed: 157.341 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 839], Speed: 156.026 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 849], Speed: 148.763 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.737 [Epoch 66][Batch 859], Speed: 149.655 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 869], Speed: 145.404 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 879], Speed: 149.094 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 889], Speed: 152.739 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 899], Speed: 152.222 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 909], Speed: 142.378 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 919], Speed: 155.512 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 929], Speed: 151.756 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 939], Speed: 147.864 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 949], Speed: 157.806 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 959], Speed: 143.348 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 969], Speed: 146.630 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 979], Speed: 151.370 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 989], Speed: 144.981 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 999], Speed: 151.982 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 1009], Speed: 150.367 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 1019], Speed: 146.804 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 1029], Speed: 141.877 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 1039], Speed: 148.564 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 1049], Speed: 142.950 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 1059], Speed: 148.758 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 1069], Speed: 154.394 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 1079], Speed: 152.263 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.736 [Epoch 66][Batch 1089], Speed: 140.727 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1099], Speed: 147.518 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1109], Speed: 156.760 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1119], Speed: 149.138 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1129], Speed: 158.889 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1139], Speed: 145.674 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1149], Speed: 158.417 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1159], Speed: 150.909 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1169], Speed: 147.467 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1179], Speed: 147.664 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1189], Speed: 152.002 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1199], Speed: 151.538 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1209], Speed: 147.516 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66][Batch 1219], Speed: 148.509 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 66] Training cost: 804.318, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 67][Batch 9], Speed: 153.785 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.735 [Epoch 67][Batch 19], Speed: 146.660 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.735 [Epoch 67][Batch 29], Speed: 149.707 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.735 [Epoch 67][Batch 39], Speed: 145.448 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 67][Batch 49], Speed: 150.104 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 67][Batch 59], Speed: 148.919 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 67][Batch 69], Speed: 130.702 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 67][Batch 79], Speed: 144.344 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.735 [Epoch 67][Batch 89], Speed: 160.726 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.734 [Epoch 67][Batch 99], Speed: 157.756 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 109], Speed: 162.187 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 119], Speed: 158.541 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 129], Speed: 136.821 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 139], Speed: 153.345 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 149], Speed: 148.715 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 159], Speed: 145.750 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 169], Speed: 151.339 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 179], Speed: 151.472 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 189], Speed: 138.472 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 199], Speed: 155.244 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 209], Speed: 156.923 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 219], Speed: 157.771 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 229], Speed: 155.250 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 239], Speed: 150.803 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 249], Speed: 154.116 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 259], Speed: 151.607 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 269], Speed: 154.001 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 279], Speed: 152.411 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 289], Speed: 155.809 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.734 [Epoch 67][Batch 299], Speed: 145.408 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 67][Batch 309], Speed: 144.784 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 67][Batch 319], Speed: 130.367 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 67][Batch 329], Speed: 154.577 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 67][Batch 339], Speed: 159.865 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 67][Batch 349], Speed: 157.304 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 67][Batch 359], Speed: 137.860 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 67][Batch 369], Speed: 136.981 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 67][Batch 379], Speed: 148.131 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 389], Speed: 150.569 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 399], Speed: 155.322 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 67][Batch 409], Speed: 153.623 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 419], Speed: 151.833 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 67][Batch 429], Speed: 147.653 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 439], Speed: 154.148 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 449], Speed: 154.410 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 459], Speed: 157.049 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 469], Speed: 154.715 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 479], Speed: 155.286 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 489], Speed: 147.139 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 499], Speed: 151.226 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 509], Speed: 147.059 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 519], Speed: 139.442 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 67][Batch 529], Speed: 158.882 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 539], Speed: 155.256 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 549], Speed: 145.038 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 559], Speed: 150.079 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 569], Speed: 147.298 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 579], Speed: 152.617 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 589], Speed: 154.002 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 599], Speed: 158.582 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 609], Speed: 146.440 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 619], Speed: 150.206 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 629], Speed: 151.474 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 639], Speed: 145.149 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 649], Speed: 152.092 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 659], Speed: 152.573 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 669], Speed: 134.419 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 679], Speed: 130.180 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 689], Speed: 151.290 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 699], Speed: 157.317 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 709], Speed: 136.438 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 719], Speed: 155.410 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 729], Speed: 143.984 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 739], Speed: 140.192 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.732 [Epoch 67][Batch 749], Speed: 153.962 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 759], Speed: 152.128 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 769], Speed: 143.172 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 779], Speed: 152.694 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 789], Speed: 144.764 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 799], Speed: 148.318 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 809], Speed: 153.118 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 819], Speed: 157.852 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 829], Speed: 150.068 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 839], Speed: 146.779 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 849], Speed: 143.721 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 859], Speed: 141.340 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 869], Speed: 151.008 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 879], Speed: 151.820 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 889], Speed: 150.652 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 899], Speed: 157.743 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 909], Speed: 141.557 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 919], Speed: 145.948 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 929], Speed: 136.352 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 939], Speed: 145.159 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 949], Speed: 149.678 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 959], Speed: 151.920 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 969], Speed: 152.319 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.731 [Epoch 67][Batch 979], Speed: 148.359 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 989], Speed: 154.759 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 999], Speed: 145.578 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1009], Speed: 153.549 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1019], Speed: 155.678 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1029], Speed: 139.082 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1039], Speed: 154.556 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1049], Speed: 151.324 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1059], Speed: 153.901 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1069], Speed: 157.822 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1079], Speed: 146.420 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1089], Speed: 146.472 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1099], Speed: 150.492 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1109], Speed: 160.029 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1119], Speed: 151.345 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1129], Speed: 140.232 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1139], Speed: 154.027 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1149], Speed: 158.155 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1159], Speed: 154.791 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1169], Speed: 155.673 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1179], Speed: 151.480 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1189], Speed: 148.826 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1199], Speed: 156.683 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.730 [Epoch 67][Batch 1209], Speed: 150.685 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 67][Batch 1219], Speed: 155.384 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 67] Training cost: 797.439, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 68][Batch 9], Speed: 131.091 samples/sec, LR=0.000375, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 68][Batch 19], Speed: 155.185 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 68][Batch 29], Speed: 147.139 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 68][Batch 39], Speed: 151.673 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 68][Batch 49], Speed: 156.720 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 68][Batch 59], Speed: 155.085 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 68][Batch 69], Speed: 149.955 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 68][Batch 79], Speed: 154.166 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 68][Batch 89], Speed: 155.319 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 68][Batch 99], Speed: 156.530 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 68][Batch 109], Speed: 156.259 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 68][Batch 119], Speed: 155.609 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 68][Batch 129], Speed: 144.893 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 68][Batch 139], Speed: 153.849 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 68][Batch 149], Speed: 144.601 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 68][Batch 159], Speed: 152.972 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 68][Batch 169], Speed: 155.201 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 68][Batch 179], Speed: 159.424 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 68][Batch 189], Speed: 129.810 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 68][Batch 199], Speed: 151.769 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.729 [Epoch 68][Batch 209], Speed: 154.576 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 219], Speed: 158.585 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 229], Speed: 156.855 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 239], Speed: 160.832 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 249], Speed: 152.262 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 259], Speed: 151.620 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 269], Speed: 153.940 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 279], Speed: 154.128 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 289], Speed: 142.683 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 299], Speed: 155.758 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 309], Speed: 150.064 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 319], Speed: 153.850 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 329], Speed: 156.078 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 339], Speed: 151.863 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 349], Speed: 150.267 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 359], Speed: 160.665 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 369], Speed: 138.735 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 379], Speed: 142.436 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 389], Speed: 153.445 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 399], Speed: 149.394 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 409], Speed: 156.021 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 419], Speed: 153.882 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.728 [Epoch 68][Batch 429], Speed: 139.822 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 439], Speed: 151.115 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 449], Speed: 163.052 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 459], Speed: 151.843 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 469], Speed: 154.455 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 479], Speed: 162.298 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 489], Speed: 144.800 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 499], Speed: 149.011 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 509], Speed: 159.504 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 519], Speed: 152.304 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 529], Speed: 148.120 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 539], Speed: 162.360 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 549], Speed: 147.205 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 559], Speed: 150.585 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 569], Speed: 162.222 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 579], Speed: 149.459 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 589], Speed: 153.443 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 599], Speed: 154.211 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 609], Speed: 149.507 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 619], Speed: 136.084 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 629], Speed: 149.552 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 639], Speed: 145.247 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 649], Speed: 153.919 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.727 [Epoch 68][Batch 659], Speed: 150.597 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 669], Speed: 140.187 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 679], Speed: 150.248 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 689], Speed: 148.725 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 699], Speed: 154.492 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 709], Speed: 150.279 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 719], Speed: 158.242 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 729], Speed: 146.103 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 739], Speed: 154.028 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 749], Speed: 144.068 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 759], Speed: 153.364 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 769], Speed: 151.427 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 779], Speed: 162.413 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 789], Speed: 152.107 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 799], Speed: 141.578 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 809], Speed: 140.782 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 819], Speed: 156.829 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 829], Speed: 154.320 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 839], Speed: 160.353 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 849], Speed: 153.915 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 859], Speed: 145.446 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 869], Speed: 149.319 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 879], Speed: 143.504 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.726 [Epoch 68][Batch 889], Speed: 151.708 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 899], Speed: 147.507 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 909], Speed: 133.113 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 919], Speed: 149.393 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 929], Speed: 141.402 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 939], Speed: 148.214 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 949], Speed: 147.180 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 959], Speed: 155.146 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 969], Speed: 139.622 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 979], Speed: 142.329 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 989], Speed: 146.443 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 999], Speed: 155.663 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1009], Speed: 146.410 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1019], Speed: 149.652 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1029], Speed: 138.804 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1039], Speed: 151.651 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1049], Speed: 136.266 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1059], Speed: 153.408 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1069], Speed: 159.361 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1079], Speed: 151.035 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1089], Speed: 144.237 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1099], Speed: 151.775 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1109], Speed: 147.548 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.725 [Epoch 68][Batch 1119], Speed: 151.487 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68][Batch 1129], Speed: 154.822 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68][Batch 1139], Speed: 158.072 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68][Batch 1149], Speed: 153.117 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68][Batch 1159], Speed: 161.795 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68][Batch 1169], Speed: 146.219 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68][Batch 1179], Speed: 157.603 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68][Batch 1189], Speed: 152.027 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68][Batch 1199], Speed: 147.442 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68][Batch 1209], Speed: 163.459 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68][Batch 1219], Speed: 146.120 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 68] Training cost: 803.991, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.724 [Epoch 69][Batch 9], Speed: 126.063 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 69][Batch 19], Speed: 152.154 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.222, HeatmapFocal=1.724 [Epoch 69][Batch 29], Speed: 150.708 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.222, HeatmapFocal=1.724 [Epoch 69][Batch 39], Speed: 152.928 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 69][Batch 49], Speed: 147.643 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 69][Batch 59], Speed: 156.565 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 69][Batch 69], Speed: 144.416 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 69][Batch 79], Speed: 149.803 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 69][Batch 89], Speed: 150.547 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 69][Batch 99], Speed: 149.785 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 69][Batch 109], Speed: 154.300 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 69][Batch 119], Speed: 153.740 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 69][Batch 129], Speed: 139.095 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 69][Batch 139], Speed: 156.168 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 69][Batch 149], Speed: 147.876 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 69][Batch 159], Speed: 152.973 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 169], Speed: 142.750 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 179], Speed: 157.055 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 189], Speed: 144.811 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 199], Speed: 145.949 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 209], Speed: 146.403 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 219], Speed: 142.064 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 229], Speed: 144.845 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 239], Speed: 150.994 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 249], Speed: 144.801 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 259], Speed: 138.139 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 269], Speed: 148.302 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 279], Speed: 155.632 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 289], Speed: 155.969 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 299], Speed: 151.010 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 309], Speed: 142.589 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 319], Speed: 148.953 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 329], Speed: 148.794 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 339], Speed: 155.293 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 349], Speed: 154.673 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.723 [Epoch 69][Batch 359], Speed: 157.550 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 369], Speed: 151.285 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 379], Speed: 156.403 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 389], Speed: 143.312 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 399], Speed: 141.183 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 409], Speed: 154.841 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 419], Speed: 156.217 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 429], Speed: 146.572 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 439], Speed: 142.578 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 449], Speed: 147.122 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 459], Speed: 153.219 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 469], Speed: 156.620 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 479], Speed: 157.587 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 489], Speed: 137.454 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 499], Speed: 143.210 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 509], Speed: 150.070 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 519], Speed: 145.813 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 529], Speed: 152.027 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 539], Speed: 156.166 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 549], Speed: 132.156 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 559], Speed: 140.204 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 569], Speed: 155.807 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 579], Speed: 141.836 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.722 [Epoch 69][Batch 589], Speed: 157.339 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 599], Speed: 147.669 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 609], Speed: 141.973 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 619], Speed: 151.085 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 629], Speed: 149.164 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 639], Speed: 148.204 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 649], Speed: 151.226 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 659], Speed: 154.949 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 669], Speed: 131.663 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 679], Speed: 151.398 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 689], Speed: 140.969 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 699], Speed: 156.099 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 709], Speed: 155.194 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 719], Speed: 156.564 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 729], Speed: 146.892 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 739], Speed: 137.180 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 749], Speed: 150.433 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 759], Speed: 151.228 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 769], Speed: 157.175 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 779], Speed: 155.594 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 789], Speed: 136.380 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 799], Speed: 144.389 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 809], Speed: 147.303 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 819], Speed: 137.424 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.721 [Epoch 69][Batch 829], Speed: 149.810 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 839], Speed: 157.703 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 849], Speed: 138.701 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 859], Speed: 139.551 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 869], Speed: 146.666 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 879], Speed: 153.742 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 889], Speed: 5.542 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 899], Speed: 150.481 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 909], Speed: 152.651 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 919], Speed: 146.295 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 929], Speed: 146.935 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 939], Speed: 155.455 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 949], Speed: 151.519 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 959], Speed: 151.757 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 969], Speed: 148.917 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 979], Speed: 137.304 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 989], Speed: 161.157 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 999], Speed: 14.543 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 1009], Speed: 153.071 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 1019], Speed: 144.802 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 1029], Speed: 150.778 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 1039], Speed: 159.820 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 1049], Speed: 149.089 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 1059], Speed: 150.855 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 69][Batch 1069], Speed: 140.367 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1079], Speed: 141.283 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1089], Speed: 154.602 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1099], Speed: 142.761 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1109], Speed: 149.059 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1119], Speed: 150.330 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1129], Speed: 156.235 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1139], Speed: 148.445 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1149], Speed: 150.981 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1159], Speed: 163.302 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1169], Speed: 152.093 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1179], Speed: 143.645 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1189], Speed: 150.004 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1199], Speed: 143.775 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1209], Speed: 136.502 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69][Batch 1219], Speed: 155.282 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 69] Training cost: 839.382, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 70][Batch 9], Speed: 152.488 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 70][Batch 19], Speed: 147.015 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 70][Batch 29], Speed: 142.665 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 70][Batch 39], Speed: 154.481 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.225, HeatmapFocal=1.719 [Epoch 70][Batch 49], Speed: 160.890 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 70][Batch 59], Speed: 144.264 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 70][Batch 69], Speed: 145.379 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 70][Batch 79], Speed: 151.117 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.719 [Epoch 70][Batch 89], Speed: 142.968 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 99], Speed: 149.013 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 109], Speed: 149.829 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 70][Batch 119], Speed: 154.696 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 129], Speed: 136.670 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 139], Speed: 151.933 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 70][Batch 149], Speed: 140.030 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 70][Batch 159], Speed: 156.862 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 169], Speed: 156.303 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 179], Speed: 159.863 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 189], Speed: 153.690 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 199], Speed: 153.648 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 209], Speed: 152.059 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 219], Speed: 158.033 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 229], Speed: 156.820 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 239], Speed: 157.490 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 249], Speed: 134.734 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 259], Speed: 145.028 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 269], Speed: 145.718 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 279], Speed: 153.368 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 289], Speed: 140.365 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 299], Speed: 160.989 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 309], Speed: 137.758 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.718 [Epoch 70][Batch 319], Speed: 148.936 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 329], Speed: 141.840 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 339], Speed: 151.778 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 349], Speed: 156.801 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 359], Speed: 163.093 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 369], Speed: 130.354 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 379], Speed: 143.788 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 389], Speed: 146.176 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 399], Speed: 150.722 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 409], Speed: 152.580 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 419], Speed: 152.552 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 429], Speed: 144.000 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 439], Speed: 140.510 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 449], Speed: 122.163 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 459], Speed: 152.475 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 469], Speed: 142.591 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 479], Speed: 161.114 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 489], Speed: 141.496 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 499], Speed: 145.801 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 509], Speed: 145.126 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 519], Speed: 144.096 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 529], Speed: 150.393 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 539], Speed: 161.595 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.717 [Epoch 70][Batch 549], Speed: 134.893 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 559], Speed: 145.599 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 569], Speed: 140.122 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 579], Speed: 152.512 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 589], Speed: 142.342 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 599], Speed: 151.191 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 609], Speed: 138.090 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 619], Speed: 137.062 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 629], Speed: 147.279 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 639], Speed: 138.174 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 649], Speed: 146.069 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 659], Speed: 158.080 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 669], Speed: 134.636 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 679], Speed: 145.399 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 689], Speed: 137.907 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 699], Speed: 149.047 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 709], Speed: 158.402 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 719], Speed: 158.290 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 729], Speed: 134.645 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 739], Speed: 146.149 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 749], Speed: 144.429 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 759], Speed: 153.873 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 769], Speed: 152.976 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 779], Speed: 152.748 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 789], Speed: 133.320 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 70][Batch 799], Speed: 145.388 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 809], Speed: 142.486 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 819], Speed: 158.089 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 829], Speed: 153.481 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 839], Speed: 159.407 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 849], Speed: 132.990 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 859], Speed: 143.332 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 869], Speed: 151.657 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 879], Speed: 152.536 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 889], Speed: 151.721 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 899], Speed: 162.509 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 909], Speed: 142.019 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 919], Speed: 148.832 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 929], Speed: 151.685 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 939], Speed: 155.185 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 949], Speed: 159.770 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 959], Speed: 151.042 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 969], Speed: 142.750 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 979], Speed: 142.488 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 989], Speed: 136.027 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 999], Speed: 135.969 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 1009], Speed: 145.583 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 1019], Speed: 159.867 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 1029], Speed: 142.342 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 1039], Speed: 144.012 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.715 [Epoch 70][Batch 1049], Speed: 146.234 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1059], Speed: 152.251 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1069], Speed: 148.077 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1079], Speed: 145.443 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1089], Speed: 133.378 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1099], Speed: 139.842 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1109], Speed: 145.525 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1119], Speed: 148.972 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1129], Speed: 153.208 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1139], Speed: 166.134 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1149], Speed: 142.149 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1159], Speed: 158.633 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1169], Speed: 142.357 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1179], Speed: 151.983 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1189], Speed: 137.744 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1199], Speed: 152.399 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1209], Speed: 135.062 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70][Batch 1219], Speed: 141.968 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70] Training cost: 806.608, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 70] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.300 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.477 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.319 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.101 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.271 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.407 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.156 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.661 person=40.4 bicycle=19.6 car=26.4 motorcycle=27.3 airplane=54.3 bus=55.0 train=49.2 truck=24.6 boat=14.4 traffic light=14.8 fire hydrant=55.0 stop sign=49.8 parking meter=38.1 bench=16.9 bird=22.8 cat=56.6 dog=50.2 horse=49.8 sheep=38.8 cow=38.7 elephant=56.2 bear=62.6 zebra=58.8 giraffe=59.6 backpack=7.3 umbrella=30.0 handbag=7.7 tie=18.8 suitcase=26.4 frisbee=41.9 skis=13.6 snowboard=18.3 sports ball=22.0 kite=25.2 baseball bat=18.4 baseball glove=22.5 skateboard=41.5 surfboard=24.8 tennis racket=35.0 bottle=21.0 wine glass=21.8 cup=26.8 fork=21.6 knife=8.7 spoon=10.9 bowl=28.2 banana=16.9 apple=12.2 sandwich=25.9 orange=24.8 broccoli=17.1 carrot=13.4 hot dog=27.5 pizza=39.8 donut=31.8 cake=24.4 chair=19.3 couch=36.3 potted plant=18.5 bed=36.3 dining table=19.6 toilet=54.3 tv=47.9 laptop=48.0 mouse=42.8 remote=13.4 keyboard=38.3 cell phone=20.0 microwave=44.7 oven=26.8 toaster=19.5 sink=28.3 refrigerator=41.8 book=3.8 clock=37.1 vase=25.6 scissors=23.0 teddy bear=36.5 hair drier=0.6 toothbrush=11.9 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =30.0 [Epoch 71][Batch 9], Speed: 143.658 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 71][Batch 19], Speed: 151.416 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 71][Batch 29], Speed: 138.915 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 71][Batch 39], Speed: 154.139 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.714 [Epoch 71][Batch 49], Speed: 154.827 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 71][Batch 59], Speed: 159.264 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.714 [Epoch 71][Batch 69], Speed: 151.232 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 79], Speed: 151.515 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 89], Speed: 149.833 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 99], Speed: 152.994 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 71][Batch 109], Speed: 161.014 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 71][Batch 119], Speed: 152.601 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 71][Batch 129], Speed: 147.329 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 71][Batch 139], Speed: 149.698 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 71][Batch 149], Speed: 154.742 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 71][Batch 159], Speed: 158.681 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 71][Batch 169], Speed: 143.170 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 71][Batch 179], Speed: 156.720 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 71][Batch 189], Speed: 147.363 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 199], Speed: 145.319 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 209], Speed: 152.460 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 219], Speed: 157.054 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 229], Speed: 150.141 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 239], Speed: 161.940 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 249], Speed: 151.701 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 259], Speed: 137.464 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 269], Speed: 148.825 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 279], Speed: 151.889 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 289], Speed: 143.940 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.713 [Epoch 71][Batch 299], Speed: 164.492 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 309], Speed: 148.144 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 319], Speed: 147.264 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 329], Speed: 145.183 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 339], Speed: 138.668 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 349], Speed: 157.433 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 359], Speed: 149.574 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 369], Speed: 145.048 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 379], Speed: 134.169 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 389], Speed: 146.795 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 399], Speed: 147.956 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 409], Speed: 156.882 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 419], Speed: 148.504 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 429], Speed: 152.238 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 439], Speed: 146.461 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 449], Speed: 151.406 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 459], Speed: 156.122 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 469], Speed: 151.359 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 479], Speed: 150.035 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 489], Speed: 153.537 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 499], Speed: 152.744 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 509], Speed: 155.120 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 519], Speed: 145.415 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 529], Speed: 143.120 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 71][Batch 539], Speed: 145.416 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 549], Speed: 138.805 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 559], Speed: 141.127 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 569], Speed: 147.183 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 579], Speed: 157.984 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 589], Speed: 146.573 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 599], Speed: 136.868 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 609], Speed: 140.965 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 619], Speed: 141.733 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 629], Speed: 140.308 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 639], Speed: 145.288 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 649], Speed: 148.094 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 659], Speed: 138.964 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 669], Speed: 152.157 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 679], Speed: 145.064 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 689], Speed: 146.234 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 699], Speed: 149.312 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 709], Speed: 146.729 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 719], Speed: 158.708 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 729], Speed: 150.267 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 739], Speed: 139.227 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 749], Speed: 147.249 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 759], Speed: 150.928 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 769], Speed: 155.570 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.711 [Epoch 71][Batch 779], Speed: 145.532 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 789], Speed: 146.588 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 799], Speed: 149.512 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 809], Speed: 155.124 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 819], Speed: 154.749 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 829], Speed: 153.757 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 839], Speed: 155.717 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 849], Speed: 153.803 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 859], Speed: 141.092 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 869], Speed: 144.680 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 879], Speed: 155.098 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 889], Speed: 152.540 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 899], Speed: 149.136 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 909], Speed: 151.847 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 919], Speed: 147.968 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 929], Speed: 148.667 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 939], Speed: 152.470 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 949], Speed: 158.116 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 959], Speed: 144.755 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 969], Speed: 144.642 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 979], Speed: 149.371 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 989], Speed: 145.725 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 999], Speed: 149.429 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 1009], Speed: 155.376 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 1019], Speed: 158.965 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 1029], Speed: 152.888 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.710 [Epoch 71][Batch 1039], Speed: 140.110 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1049], Speed: 143.993 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1059], Speed: 155.851 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1069], Speed: 139.063 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1079], Speed: 143.895 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1089], Speed: 136.729 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1099], Speed: 151.333 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1109], Speed: 157.220 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1119], Speed: 160.162 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1129], Speed: 151.867 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1139], Speed: 159.053 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1149], Speed: 160.602 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1159], Speed: 154.027 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1169], Speed: 149.181 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1179], Speed: 153.153 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1189], Speed: 141.399 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1199], Speed: 152.489 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1209], Speed: 145.993 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71][Batch 1219], Speed: 155.619 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 71] Training cost: 805.502, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 72][Batch 9], Speed: 143.710 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.226, HeatmapFocal=1.709 [Epoch 72][Batch 19], Speed: 145.523 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.225, HeatmapFocal=1.709 [Epoch 72][Batch 29], Speed: 152.422 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 72][Batch 39], Speed: 130.718 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 72][Batch 49], Speed: 147.565 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.709 [Epoch 72][Batch 59], Speed: 151.820 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 69], Speed: 140.190 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 79], Speed: 142.523 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 89], Speed: 157.786 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 99], Speed: 146.227 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 109], Speed: 146.084 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 119], Speed: 157.395 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 129], Speed: 146.606 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 139], Speed: 157.418 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 149], Speed: 154.367 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 159], Speed: 137.653 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 169], Speed: 144.866 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 179], Speed: 154.699 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 189], Speed: 143.732 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 199], Speed: 142.234 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 209], Speed: 144.706 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 219], Speed: 146.408 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 229], Speed: 145.414 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 239], Speed: 157.293 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 249], Speed: 139.883 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 259], Speed: 154.113 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 269], Speed: 150.893 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 279], Speed: 146.003 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 289], Speed: 153.023 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.708 [Epoch 72][Batch 299], Speed: 154.430 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 309], Speed: 134.962 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 319], Speed: 155.269 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 329], Speed: 155.662 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 339], Speed: 140.369 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 349], Speed: 136.543 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 359], Speed: 160.165 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 369], Speed: 148.473 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 379], Speed: 140.284 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 389], Speed: 151.864 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 399], Speed: 141.471 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 409], Speed: 147.278 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 419], Speed: 145.225 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 429], Speed: 143.281 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 439], Speed: 136.765 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 449], Speed: 153.064 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 459], Speed: 139.486 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 469], Speed: 162.639 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 479], Speed: 163.865 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 489], Speed: 142.907 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 499], Speed: 138.400 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 509], Speed: 151.970 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 519], Speed: 140.010 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 529], Speed: 146.539 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 539], Speed: 142.009 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.707 [Epoch 72][Batch 549], Speed: 141.787 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 559], Speed: 156.063 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 569], Speed: 158.486 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 579], Speed: 146.853 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 589], Speed: 150.112 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 599], Speed: 153.192 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 609], Speed: 155.165 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 619], Speed: 142.344 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 629], Speed: 151.519 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 639], Speed: 149.332 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 649], Speed: 144.114 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 659], Speed: 150.283 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 669], Speed: 149.350 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 679], Speed: 130.769 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 689], Speed: 159.029 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 699], Speed: 145.576 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 709], Speed: 152.092 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 719], Speed: 155.377 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 729], Speed: 132.196 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 739], Speed: 156.701 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 749], Speed: 154.970 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 759], Speed: 143.005 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 769], Speed: 132.647 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 779], Speed: 152.832 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 789], Speed: 146.361 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 799], Speed: 154.864 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.706 [Epoch 72][Batch 809], Speed: 153.092 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 819], Speed: 143.678 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 829], Speed: 155.710 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 839], Speed: 152.831 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 849], Speed: 141.427 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 859], Speed: 145.670 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 869], Speed: 149.584 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 879], Speed: 134.634 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 889], Speed: 154.414 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 899], Speed: 144.415 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 909], Speed: 149.597 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 919], Speed: 151.934 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 929], Speed: 156.204 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 939], Speed: 136.719 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 949], Speed: 149.932 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 959], Speed: 155.964 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 969], Speed: 137.502 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 979], Speed: 152.986 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 989], Speed: 149.968 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 999], Speed: 137.846 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 1009], Speed: 148.970 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 1019], Speed: 159.484 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 1029], Speed: 145.121 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 1039], Speed: 153.634 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 1049], Speed: 155.442 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.705 [Epoch 72][Batch 1059], Speed: 142.589 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1069], Speed: 150.409 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1079], Speed: 157.358 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1089], Speed: 146.824 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1099], Speed: 150.776 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1109], Speed: 151.699 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1119], Speed: 137.653 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1129], Speed: 154.976 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1139], Speed: 154.265 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1149], Speed: 138.447 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1159], Speed: 152.980 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1169], Speed: 145.146 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1179], Speed: 147.148 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1189], Speed: 150.939 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1199], Speed: 147.130 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1209], Speed: 139.774 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72][Batch 1219], Speed: 166.492 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 72] Training cost: 809.698, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.704 [Epoch 73][Batch 9], Speed: 130.246 samples/sec, LR=0.000375, WHL1=0.228, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 73][Batch 19], Speed: 147.496 samples/sec, LR=0.000375, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 73][Batch 29], Speed: 131.540 samples/sec, LR=0.000375, WHL1=0.228, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 73][Batch 39], Speed: 153.511 samples/sec, LR=0.000375, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 73][Batch 49], Speed: 150.281 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.704 [Epoch 73][Batch 59], Speed: 151.082 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.222, HeatmapFocal=1.704 [Epoch 73][Batch 69], Speed: 132.205 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.704 [Epoch 73][Batch 79], Speed: 145.977 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.704 [Epoch 73][Batch 89], Speed: 145.822 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 99], Speed: 155.985 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 109], Speed: 153.541 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 119], Speed: 155.983 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 129], Speed: 137.337 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 139], Speed: 147.813 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 149], Speed: 148.343 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 159], Speed: 149.976 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 169], Speed: 139.880 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 179], Speed: 157.441 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 189], Speed: 142.688 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 199], Speed: 149.584 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 209], Speed: 140.195 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 219], Speed: 141.789 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 229], Speed: 152.782 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 239], Speed: 150.277 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 249], Speed: 143.134 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 259], Speed: 151.855 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.703 [Epoch 73][Batch 269], Speed: 143.089 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.703 [Epoch 73][Batch 279], Speed: 154.437 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.703 [Epoch 73][Batch 289], Speed: 134.385 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 299], Speed: 164.828 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 309], Speed: 136.473 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 319], Speed: 147.635 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 329], Speed: 150.707 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.703 [Epoch 73][Batch 339], Speed: 151.658 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 349], Speed: 149.819 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 359], Speed: 159.516 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 369], Speed: 145.941 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 379], Speed: 149.496 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 389], Speed: 147.408 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 399], Speed: 153.428 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 409], Speed: 152.759 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 419], Speed: 158.481 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 429], Speed: 139.022 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 439], Speed: 148.962 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 449], Speed: 139.367 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 459], Speed: 143.701 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 469], Speed: 142.986 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 479], Speed: 151.432 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 489], Speed: 143.894 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 499], Speed: 146.398 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 509], Speed: 142.238 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.702 [Epoch 73][Batch 519], Speed: 154.066 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.702 [Epoch 73][Batch 529], Speed: 146.054 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.702 [Epoch 73][Batch 539], Speed: 164.989 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.702 [Epoch 73][Batch 549], Speed: 136.085 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.702 [Epoch 73][Batch 559], Speed: 138.507 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.702 [Epoch 73][Batch 569], Speed: 153.442 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.702 [Epoch 73][Batch 579], Speed: 153.467 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.702 [Epoch 73][Batch 589], Speed: 153.420 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.702 [Epoch 73][Batch 599], Speed: 149.018 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 609], Speed: 137.856 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 619], Speed: 148.935 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 629], Speed: 142.105 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 639], Speed: 137.044 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 649], Speed: 141.711 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 659], Speed: 153.028 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 669], Speed: 138.833 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 679], Speed: 150.456 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 689], Speed: 156.944 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 699], Speed: 154.483 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 709], Speed: 141.206 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 719], Speed: 160.915 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 729], Speed: 139.639 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 739], Speed: 134.672 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 749], Speed: 143.429 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 759], Speed: 149.573 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 769], Speed: 151.365 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 779], Speed: 158.303 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 789], Speed: 136.384 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 799], Speed: 135.715 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 809], Speed: 138.285 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 819], Speed: 145.147 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 829], Speed: 145.912 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 839], Speed: 158.222 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.701 [Epoch 73][Batch 849], Speed: 149.698 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 859], Speed: 149.424 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 869], Speed: 139.597 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 879], Speed: 157.762 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 889], Speed: 150.972 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 899], Speed: 141.967 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 909], Speed: 143.943 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 919], Speed: 147.462 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 929], Speed: 139.076 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 939], Speed: 153.678 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 949], Speed: 131.964 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 959], Speed: 152.022 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 969], Speed: 129.211 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 979], Speed: 152.186 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 989], Speed: 123.098 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 999], Speed: 152.226 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1009], Speed: 139.508 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1019], Speed: 144.117 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1029], Speed: 128.068 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1039], Speed: 151.644 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1049], Speed: 130.621 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1059], Speed: 158.383 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1069], Speed: 150.099 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1079], Speed: 147.726 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1089], Speed: 137.306 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1099], Speed: 147.646 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1109], Speed: 138.108 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.700 [Epoch 73][Batch 1119], Speed: 158.598 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73][Batch 1129], Speed: 147.550 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73][Batch 1139], Speed: 147.734 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73][Batch 1149], Speed: 147.581 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73][Batch 1159], Speed: 156.149 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73][Batch 1169], Speed: 146.755 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73][Batch 1179], Speed: 154.664 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73][Batch 1189], Speed: 141.751 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73][Batch 1199], Speed: 142.272 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73][Batch 1209], Speed: 154.869 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73][Batch 1219], Speed: 147.622 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 73] Training cost: 808.640, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 9], Speed: 142.910 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 74][Batch 19], Speed: 149.159 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 74][Batch 29], Speed: 143.647 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 74][Batch 39], Speed: 152.098 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 49], Speed: 150.774 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 59], Speed: 154.898 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 69], Speed: 145.358 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 79], Speed: 153.449 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 89], Speed: 153.778 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 99], Speed: 156.378 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 109], Speed: 147.016 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 119], Speed: 156.983 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 129], Speed: 134.495 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 139], Speed: 151.124 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.699 [Epoch 74][Batch 149], Speed: 158.117 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.699 [Epoch 74][Batch 159], Speed: 143.816 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.698 [Epoch 74][Batch 169], Speed: 153.724 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.698 [Epoch 74][Batch 179], Speed: 150.388 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.698 [Epoch 74][Batch 189], Speed: 155.208 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.698 [Epoch 74][Batch 199], Speed: 146.539 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.698 [Epoch 74][Batch 209], Speed: 158.421 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.698 [Epoch 74][Batch 219], Speed: 153.470 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.698 [Epoch 74][Batch 229], Speed: 150.682 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.698 [Epoch 74][Batch 239], Speed: 152.493 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.698 [Epoch 74][Batch 249], Speed: 141.920 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.698 [Epoch 74][Batch 259], Speed: 143.271 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 269], Speed: 147.033 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 279], Speed: 148.771 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 289], Speed: 155.629 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 299], Speed: 156.553 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 309], Speed: 139.548 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 319], Speed: 154.449 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 329], Speed: 156.348 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 339], Speed: 129.699 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 349], Speed: 154.152 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 359], Speed: 161.770 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 369], Speed: 146.230 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 379], Speed: 143.095 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 389], Speed: 158.093 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 399], Speed: 139.777 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.698 [Epoch 74][Batch 409], Speed: 147.287 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 419], Speed: 154.064 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 429], Speed: 144.086 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 439], Speed: 137.194 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 449], Speed: 151.888 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 459], Speed: 152.559 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 469], Speed: 160.524 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 479], Speed: 158.570 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 489], Speed: 133.695 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 499], Speed: 149.669 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 509], Speed: 144.262 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 519], Speed: 151.876 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 529], Speed: 152.078 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 539], Speed: 155.752 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 549], Speed: 144.667 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 559], Speed: 150.197 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 569], Speed: 153.813 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 579], Speed: 151.526 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 589], Speed: 158.700 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 599], Speed: 156.148 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 609], Speed: 138.325 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 619], Speed: 150.891 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 629], Speed: 145.704 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 639], Speed: 148.449 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 649], Speed: 153.950 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 659], Speed: 150.243 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.697 [Epoch 74][Batch 669], Speed: 138.169 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 679], Speed: 150.151 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 689], Speed: 144.179 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 699], Speed: 156.875 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 709], Speed: 160.740 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 719], Speed: 157.091 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 729], Speed: 137.392 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 739], Speed: 150.112 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 749], Speed: 146.509 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 759], Speed: 153.960 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 769], Speed: 154.581 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 779], Speed: 160.573 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 789], Speed: 134.976 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 799], Speed: 148.499 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 809], Speed: 149.962 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 819], Speed: 154.421 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 829], Speed: 155.867 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 839], Speed: 146.630 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 849], Speed: 141.708 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 859], Speed: 143.291 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 869], Speed: 141.776 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 879], Speed: 152.696 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 889], Speed: 156.952 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 899], Speed: 160.802 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 909], Speed: 141.927 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 919], Speed: 139.592 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 929], Speed: 149.815 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.696 [Epoch 74][Batch 939], Speed: 151.665 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 949], Speed: 144.554 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 959], Speed: 162.038 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 969], Speed: 139.270 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 979], Speed: 152.989 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 989], Speed: 148.797 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 999], Speed: 150.032 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1009], Speed: 151.616 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1019], Speed: 158.565 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1029], Speed: 135.177 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1039], Speed: 148.993 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1049], Speed: 156.774 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1059], Speed: 157.188 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1069], Speed: 157.859 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1079], Speed: 157.306 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1089], Speed: 137.222 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1099], Speed: 134.824 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1109], Speed: 142.511 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1119], Speed: 143.008 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1129], Speed: 149.314 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1139], Speed: 163.368 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1149], Speed: 143.832 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1159], Speed: 146.369 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1169], Speed: 148.422 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1179], Speed: 161.302 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1189], Speed: 159.436 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.695 [Epoch 74][Batch 1199], Speed: 155.403 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.694 [Epoch 74][Batch 1209], Speed: 140.866 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.694 [Epoch 74][Batch 1219], Speed: 144.986 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.694 [Epoch 74] Training cost: 807.921, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.694 [Epoch 75][Batch 9], Speed: 137.243 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 19], Speed: 150.609 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.694 [Epoch 75][Batch 29], Speed: 156.748 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.694 [Epoch 75][Batch 39], Speed: 153.090 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.694 [Epoch 75][Batch 49], Speed: 147.924 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 59], Speed: 152.036 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 69], Speed: 148.878 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 79], Speed: 150.165 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 89], Speed: 143.257 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 99], Speed: 151.275 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 109], Speed: 154.026 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 119], Speed: 153.378 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 129], Speed: 146.003 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 139], Speed: 143.041 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 149], Speed: 156.116 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 159], Speed: 141.295 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 169], Speed: 152.000 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 179], Speed: 158.698 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 189], Speed: 150.147 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 199], Speed: 155.269 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 209], Speed: 157.917 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.694 [Epoch 75][Batch 219], Speed: 147.830 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.694 [Epoch 75][Batch 229], Speed: 152.122 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.694 [Epoch 75][Batch 239], Speed: 143.935 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 249], Speed: 152.453 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 259], Speed: 160.738 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 269], Speed: 137.505 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 279], Speed: 146.303 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 289], Speed: 147.932 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 299], Speed: 156.594 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 309], Speed: 152.273 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 319], Speed: 150.874 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 329], Speed: 161.028 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 339], Speed: 156.939 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 349], Speed: 139.582 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 359], Speed: 143.066 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 369], Speed: 143.550 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 379], Speed: 136.350 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 389], Speed: 143.627 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 399], Speed: 153.757 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 409], Speed: 153.694 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 419], Speed: 154.305 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 429], Speed: 151.131 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 439], Speed: 140.431 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 449], Speed: 152.282 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 459], Speed: 145.770 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 469], Speed: 150.046 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 479], Speed: 158.586 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 489], Speed: 138.867 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.693 [Epoch 75][Batch 499], Speed: 148.299 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 509], Speed: 153.438 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 519], Speed: 149.245 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 529], Speed: 137.222 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.692 [Epoch 75][Batch 539], Speed: 139.652 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 549], Speed: 151.493 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 559], Speed: 142.352 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 569], Speed: 143.121 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 579], Speed: 156.995 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 589], Speed: 142.723 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 599], Speed: 140.004 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 609], Speed: 147.073 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 619], Speed: 143.163 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 629], Speed: 152.716 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 639], Speed: 152.006 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 649], Speed: 138.895 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 659], Speed: 155.407 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 669], Speed: 146.491 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 679], Speed: 148.580 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 689], Speed: 149.255 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 699], Speed: 154.845 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 709], Speed: 152.296 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.692 [Epoch 75][Batch 719], Speed: 156.057 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.692 [Epoch 75][Batch 729], Speed: 133.805 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.692 [Epoch 75][Batch 739], Speed: 138.558 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.692 [Epoch 75][Batch 749], Speed: 144.533 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 759], Speed: 154.454 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.692 [Epoch 75][Batch 769], Speed: 146.056 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 779], Speed: 151.956 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.691 [Epoch 75][Batch 789], Speed: 155.196 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.691 [Epoch 75][Batch 799], Speed: 147.383 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.691 [Epoch 75][Batch 809], Speed: 149.185 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.691 [Epoch 75][Batch 819], Speed: 155.430 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 829], Speed: 128.825 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 839], Speed: 149.084 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 849], Speed: 144.607 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.691 [Epoch 75][Batch 859], Speed: 142.922 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 869], Speed: 147.465 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 879], Speed: 152.266 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 889], Speed: 148.079 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 899], Speed: 145.712 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 909], Speed: 145.281 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 919], Speed: 129.468 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 929], Speed: 160.359 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 939], Speed: 154.683 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 949], Speed: 153.948 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 959], Speed: 155.004 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.691 [Epoch 75][Batch 969], Speed: 150.585 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 979], Speed: 138.795 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 989], Speed: 143.139 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 999], Speed: 154.969 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 1009], Speed: 150.804 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 1019], Speed: 149.979 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.691 [Epoch 75][Batch 1029], Speed: 140.093 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.691 [Epoch 75][Batch 1039], Speed: 150.976 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1049], Speed: 147.670 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1059], Speed: 143.777 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1069], Speed: 153.920 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1079], Speed: 161.556 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.690 [Epoch 75][Batch 1089], Speed: 151.135 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.690 [Epoch 75][Batch 1099], Speed: 140.008 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1109], Speed: 152.609 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1119], Speed: 140.870 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1129], Speed: 149.233 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1139], Speed: 156.280 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1149], Speed: 151.648 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1159], Speed: 142.785 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1169], Speed: 147.539 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1179], Speed: 163.086 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1189], Speed: 141.290 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1199], Speed: 146.866 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1209], Speed: 150.342 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75][Batch 1219], Speed: 153.389 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 75] Training cost: 807.158, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 76][Batch 9], Speed: 141.898 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.690 [Epoch 76][Batch 19], Speed: 143.534 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.690 [Epoch 76][Batch 29], Speed: 144.043 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.690 [Epoch 76][Batch 39], Speed: 158.533 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.690 [Epoch 76][Batch 49], Speed: 147.605 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.690 [Epoch 76][Batch 59], Speed: 151.861 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.690 [Epoch 76][Batch 69], Speed: 148.552 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.690 [Epoch 76][Batch 79], Speed: 145.151 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.690 [Epoch 76][Batch 89], Speed: 137.044 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.689 [Epoch 76][Batch 99], Speed: 156.092 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.689 [Epoch 76][Batch 109], Speed: 145.988 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.689 [Epoch 76][Batch 119], Speed: 151.561 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.689 [Epoch 76][Batch 129], Speed: 136.569 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.689 [Epoch 76][Batch 139], Speed: 147.015 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 149], Speed: 156.266 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 159], Speed: 150.716 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 169], Speed: 146.073 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 179], Speed: 145.944 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 189], Speed: 132.771 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 199], Speed: 147.549 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 209], Speed: 154.535 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 219], Speed: 162.004 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 229], Speed: 145.181 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 239], Speed: 151.306 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 249], Speed: 148.681 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 259], Speed: 141.923 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 269], Speed: 150.812 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 279], Speed: 154.993 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 289], Speed: 147.532 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 299], Speed: 147.378 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 309], Speed: 153.039 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 319], Speed: 139.193 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 329], Speed: 154.904 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 339], Speed: 158.432 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.689 [Epoch 76][Batch 349], Speed: 152.759 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 359], Speed: 134.915 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 369], Speed: 143.296 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 379], Speed: 157.784 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 389], Speed: 157.265 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 399], Speed: 151.662 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 409], Speed: 136.426 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 419], Speed: 155.784 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 429], Speed: 158.032 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 439], Speed: 146.414 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 449], Speed: 142.793 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 459], Speed: 152.785 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 469], Speed: 146.247 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 479], Speed: 149.959 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 489], Speed: 147.796 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 499], Speed: 151.845 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 509], Speed: 153.936 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 519], Speed: 151.253 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 529], Speed: 144.184 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 539], Speed: 141.044 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 549], Speed: 139.765 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 559], Speed: 152.500 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 569], Speed: 151.683 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 579], Speed: 155.505 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 589], Speed: 154.082 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 599], Speed: 154.892 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 609], Speed: 140.249 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 619], Speed: 141.759 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.688 [Epoch 76][Batch 629], Speed: 152.285 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 639], Speed: 155.092 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 649], Speed: 139.585 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 659], Speed: 150.342 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 669], Speed: 139.960 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 679], Speed: 133.592 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 689], Speed: 146.546 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 699], Speed: 153.915 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 709], Speed: 147.077 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 719], Speed: 154.621 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 729], Speed: 147.915 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 739], Speed: 143.871 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 749], Speed: 147.990 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 759], Speed: 154.945 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 769], Speed: 154.658 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 779], Speed: 154.520 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 789], Speed: 151.027 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 799], Speed: 146.738 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 809], Speed: 138.285 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 819], Speed: 157.952 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 829], Speed: 155.000 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 839], Speed: 153.953 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 849], Speed: 150.376 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 859], Speed: 134.128 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 869], Speed: 154.511 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 879], Speed: 153.064 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 889], Speed: 147.135 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.687 [Epoch 76][Batch 899], Speed: 157.483 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 909], Speed: 154.035 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 919], Speed: 149.565 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 929], Speed: 148.757 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 939], Speed: 155.248 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 949], Speed: 151.080 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 959], Speed: 154.345 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 969], Speed: 137.648 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 979], Speed: 154.780 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 989], Speed: 137.558 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 999], Speed: 151.766 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1009], Speed: 152.456 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1019], Speed: 154.521 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1029], Speed: 149.419 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1039], Speed: 146.519 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1049], Speed: 157.647 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1059], Speed: 156.440 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1069], Speed: 154.898 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1079], Speed: 155.904 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1089], Speed: 143.675 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1099], Speed: 144.677 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1109], Speed: 145.444 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1119], Speed: 150.226 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1129], Speed: 145.478 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1139], Speed: 147.091 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1149], Speed: 161.432 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1159], Speed: 148.127 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1169], Speed: 150.398 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.686 [Epoch 76][Batch 1179], Speed: 148.807 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 76][Batch 1189], Speed: 147.303 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 76][Batch 1199], Speed: 142.874 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 76][Batch 1209], Speed: 151.195 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 76][Batch 1219], Speed: 143.709 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 76] Training cost: 808.061, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 9], Speed: 135.959 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.685 [Epoch 77][Batch 19], Speed: 150.536 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 29], Speed: 149.896 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.685 [Epoch 77][Batch 39], Speed: 151.675 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 49], Speed: 151.365 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 59], Speed: 143.862 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 69], Speed: 155.036 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 79], Speed: 151.572 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 89], Speed: 148.199 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 99], Speed: 139.910 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 109], Speed: 149.719 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 119], Speed: 151.807 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.685 [Epoch 77][Batch 129], Speed: 142.978 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.685 [Epoch 77][Batch 139], Speed: 137.454 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.685 [Epoch 77][Batch 149], Speed: 142.131 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.685 [Epoch 77][Batch 159], Speed: 143.537 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.685 [Epoch 77][Batch 169], Speed: 150.524 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.685 [Epoch 77][Batch 179], Speed: 154.737 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.685 [Epoch 77][Batch 189], Speed: 140.791 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.685 [Epoch 77][Batch 199], Speed: 150.889 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.685 [Epoch 77][Batch 209], Speed: 147.490 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.685 [Epoch 77][Batch 219], Speed: 147.150 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.685 [Epoch 77][Batch 229], Speed: 155.910 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 239], Speed: 153.228 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 249], Speed: 150.318 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 259], Speed: 142.503 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 269], Speed: 154.020 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 279], Speed: 141.214 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 289], Speed: 156.897 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 299], Speed: 156.207 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 309], Speed: 136.181 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 319], Speed: 142.371 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.684 [Epoch 77][Batch 329], Speed: 146.496 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.684 [Epoch 77][Batch 339], Speed: 142.695 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.684 [Epoch 77][Batch 349], Speed: 149.841 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.684 [Epoch 77][Batch 359], Speed: 143.478 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.684 [Epoch 77][Batch 369], Speed: 145.394 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 379], Speed: 145.708 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 389], Speed: 146.634 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.684 [Epoch 77][Batch 399], Speed: 149.915 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 409], Speed: 158.304 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 419], Speed: 146.308 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 429], Speed: 142.083 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 439], Speed: 141.723 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.684 [Epoch 77][Batch 449], Speed: 155.407 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 459], Speed: 139.596 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 469], Speed: 141.585 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 479], Speed: 156.260 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.684 [Epoch 77][Batch 489], Speed: 136.328 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.684 [Epoch 77][Batch 499], Speed: 151.512 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.683 [Epoch 77][Batch 509], Speed: 147.678 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 519], Speed: 129.330 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 529], Speed: 154.676 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 539], Speed: 150.852 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 549], Speed: 142.128 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 559], Speed: 143.128 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 569], Speed: 136.282 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 579], Speed: 145.168 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 589], Speed: 141.970 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 599], Speed: 156.525 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 609], Speed: 150.093 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.683 [Epoch 77][Batch 619], Speed: 146.874 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 629], Speed: 144.563 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 639], Speed: 151.086 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 649], Speed: 154.815 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 659], Speed: 154.332 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 669], Speed: 142.760 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 679], Speed: 157.099 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 689], Speed: 145.708 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 699], Speed: 142.222 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 709], Speed: 151.140 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 719], Speed: 156.150 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 729], Speed: 153.159 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 739], Speed: 144.791 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 749], Speed: 142.570 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 759], Speed: 141.951 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.683 [Epoch 77][Batch 769], Speed: 151.474 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.683 [Epoch 77][Batch 779], Speed: 160.947 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 789], Speed: 134.675 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 799], Speed: 156.388 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 809], Speed: 139.618 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 819], Speed: 135.474 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 829], Speed: 159.615 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 839], Speed: 152.931 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 849], Speed: 136.415 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 859], Speed: 150.371 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 869], Speed: 140.977 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 879], Speed: 142.025 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 889], Speed: 133.134 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 899], Speed: 162.787 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 909], Speed: 155.391 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 77][Batch 919], Speed: 145.282 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 929], Speed: 151.284 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 939], Speed: 136.003 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 949], Speed: 153.798 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 959], Speed: 146.969 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 969], Speed: 137.724 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 979], Speed: 146.364 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 989], Speed: 153.020 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 999], Speed: 148.898 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 1009], Speed: 133.703 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 1019], Speed: 151.784 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 1029], Speed: 155.599 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 1039], Speed: 149.969 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 1049], Speed: 150.165 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.682 [Epoch 77][Batch 1059], Speed: 154.859 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1069], Speed: 145.634 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1079], Speed: 156.413 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1089], Speed: 148.116 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1099], Speed: 151.538 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1109], Speed: 157.180 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1119], Speed: 146.002 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1129], Speed: 160.876 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1139], Speed: 142.693 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1149], Speed: 158.273 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1159], Speed: 158.692 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1169], Speed: 158.408 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1179], Speed: 149.386 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1189], Speed: 148.021 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1199], Speed: 140.824 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1209], Speed: 150.608 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77][Batch 1219], Speed: 141.081 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 77] Training cost: 807.330, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 78][Batch 9], Speed: 142.649 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.681 [Epoch 78][Batch 19], Speed: 150.977 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.681 [Epoch 78][Batch 29], Speed: 152.233 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.225, HeatmapFocal=1.681 [Epoch 78][Batch 39], Speed: 147.615 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 78][Batch 49], Speed: 131.250 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 78][Batch 59], Speed: 157.195 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 78][Batch 69], Speed: 152.755 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 78][Batch 79], Speed: 146.229 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 78][Batch 89], Speed: 154.729 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.225, HeatmapFocal=1.681 [Epoch 78][Batch 99], Speed: 151.006 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.225, HeatmapFocal=1.681 [Epoch 78][Batch 109], Speed: 157.216 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.681 [Epoch 78][Batch 119], Speed: 152.212 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 129], Speed: 157.211 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 139], Speed: 149.342 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 149], Speed: 144.081 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 159], Speed: 155.305 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 169], Speed: 129.710 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 179], Speed: 155.553 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 189], Speed: 140.341 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 199], Speed: 152.984 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 209], Speed: 154.751 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 219], Speed: 157.594 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 229], Speed: 151.121 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 239], Speed: 160.324 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 249], Speed: 143.122 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 259], Speed: 137.813 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 269], Speed: 154.929 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 279], Speed: 153.324 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 289], Speed: 154.495 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.680 [Epoch 78][Batch 299], Speed: 154.845 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.680 [Epoch 78][Batch 309], Speed: 145.501 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.680 [Epoch 78][Batch 319], Speed: 133.903 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.680 [Epoch 78][Batch 329], Speed: 143.917 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.680 [Epoch 78][Batch 339], Speed: 139.148 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.680 [Epoch 78][Batch 349], Speed: 144.837 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.680 [Epoch 78][Batch 359], Speed: 152.374 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.680 [Epoch 78][Batch 369], Speed: 143.653 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.680 [Epoch 78][Batch 379], Speed: 150.046 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.680 [Epoch 78][Batch 389], Speed: 150.822 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 399], Speed: 141.286 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 409], Speed: 150.378 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 419], Speed: 156.091 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 429], Speed: 140.776 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 439], Speed: 137.399 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 449], Speed: 157.699 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 459], Speed: 156.060 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 469], Speed: 145.846 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 479], Speed: 153.138 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 489], Speed: 144.817 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 499], Speed: 154.917 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 509], Speed: 155.709 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 519], Speed: 153.711 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 529], Speed: 135.369 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 539], Speed: 151.392 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 549], Speed: 153.102 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 559], Speed: 150.307 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 569], Speed: 156.035 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 579], Speed: 154.367 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 589], Speed: 153.391 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 599], Speed: 149.896 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 609], Speed: 142.465 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 619], Speed: 142.076 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 629], Speed: 154.042 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 639], Speed: 147.343 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 649], Speed: 142.203 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.679 [Epoch 78][Batch 659], Speed: 151.767 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 669], Speed: 149.860 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 679], Speed: 142.151 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 689], Speed: 149.811 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 699], Speed: 153.252 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 709], Speed: 145.383 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 719], Speed: 159.538 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 729], Speed: 143.123 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 739], Speed: 147.450 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 749], Speed: 151.026 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 759], Speed: 151.770 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 769], Speed: 136.401 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 779], Speed: 154.372 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 789], Speed: 151.052 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 799], Speed: 140.425 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 809], Speed: 150.958 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 819], Speed: 155.772 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 829], Speed: 140.018 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 839], Speed: 153.254 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 849], Speed: 146.876 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 859], Speed: 136.493 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 869], Speed: 153.347 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.678 [Epoch 78][Batch 879], Speed: 152.262 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 889], Speed: 143.058 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 899], Speed: 147.218 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.678 [Epoch 78][Batch 909], Speed: 149.063 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 919], Speed: 129.053 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 929], Speed: 153.234 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 939], Speed: 154.425 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.678 [Epoch 78][Batch 949], Speed: 148.608 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 959], Speed: 144.846 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 969], Speed: 144.170 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 979], Speed: 145.142 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 989], Speed: 147.993 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 999], Speed: 153.121 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 1009], Speed: 145.025 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 1019], Speed: 159.476 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 1029], Speed: 137.955 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 1039], Speed: 142.096 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 1049], Speed: 154.604 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 1059], Speed: 156.239 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.677 [Epoch 78][Batch 1069], Speed: 149.485 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1079], Speed: 142.517 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1089], Speed: 145.145 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1099], Speed: 138.530 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1109], Speed: 148.200 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1119], Speed: 159.776 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1129], Speed: 140.890 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1139], Speed: 144.275 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1149], Speed: 162.944 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1159], Speed: 158.210 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1169], Speed: 155.782 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1179], Speed: 148.782 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1189], Speed: 138.312 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1199], Speed: 145.091 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1209], Speed: 160.002 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78][Batch 1219], Speed: 146.579 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 78] Training cost: 805.487, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 79][Batch 9], Speed: 141.980 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.677 [Epoch 79][Batch 19], Speed: 147.259 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.677 [Epoch 79][Batch 29], Speed: 138.692 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 39], Speed: 158.138 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 49], Speed: 152.052 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 59], Speed: 146.289 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 69], Speed: 151.955 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 79], Speed: 144.897 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 89], Speed: 151.497 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 99], Speed: 151.932 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 109], Speed: 158.896 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 119], Speed: 140.057 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 129], Speed: 140.738 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 139], Speed: 136.386 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.676 [Epoch 79][Batch 149], Speed: 147.598 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 159], Speed: 155.913 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.676 [Epoch 79][Batch 169], Speed: 148.564 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.676 [Epoch 79][Batch 179], Speed: 154.091 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 189], Speed: 135.719 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.676 [Epoch 79][Batch 199], Speed: 152.961 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 209], Speed: 146.929 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 219], Speed: 145.611 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 229], Speed: 140.209 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 239], Speed: 156.144 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 249], Speed: 153.485 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 259], Speed: 146.280 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 269], Speed: 144.611 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 279], Speed: 147.495 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 289], Speed: 143.636 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 299], Speed: 143.904 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.676 [Epoch 79][Batch 309], Speed: 149.865 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 319], Speed: 142.106 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 329], Speed: 141.769 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 339], Speed: 152.439 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 349], Speed: 147.889 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 359], Speed: 134.646 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 369], Speed: 147.556 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 379], Speed: 142.479 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 389], Speed: 147.099 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 399], Speed: 150.178 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 409], Speed: 153.459 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 419], Speed: 147.183 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 429], Speed: 149.844 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 439], Speed: 152.996 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 449], Speed: 149.988 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 459], Speed: 146.782 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 469], Speed: 145.531 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 479], Speed: 142.819 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 489], Speed: 142.284 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 499], Speed: 146.647 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 509], Speed: 142.562 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 519], Speed: 151.076 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 529], Speed: 140.503 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 539], Speed: 154.075 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 549], Speed: 138.365 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 559], Speed: 136.785 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 569], Speed: 143.471 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 579], Speed: 158.279 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.675 [Epoch 79][Batch 589], Speed: 150.939 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 599], Speed: 139.479 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 609], Speed: 133.340 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 619], Speed: 151.698 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 629], Speed: 152.072 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 639], Speed: 147.798 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 649], Speed: 150.911 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 659], Speed: 151.323 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 669], Speed: 134.568 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 679], Speed: 156.250 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 689], Speed: 136.674 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 699], Speed: 147.633 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 709], Speed: 154.389 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 719], Speed: 155.656 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 729], Speed: 142.569 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 739], Speed: 152.652 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 749], Speed: 157.278 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 759], Speed: 155.389 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 769], Speed: 140.969 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 779], Speed: 147.458 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 789], Speed: 148.193 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 799], Speed: 158.511 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 809], Speed: 140.988 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 819], Speed: 156.686 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 829], Speed: 152.564 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 839], Speed: 150.135 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 849], Speed: 148.650 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 859], Speed: 153.130 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 869], Speed: 147.378 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 879], Speed: 152.897 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.674 [Epoch 79][Batch 889], Speed: 150.677 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 899], Speed: 135.020 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 909], Speed: 151.788 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 919], Speed: 148.651 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 929], Speed: 141.199 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 939], Speed: 150.554 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 949], Speed: 156.062 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 959], Speed: 161.127 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 969], Speed: 126.090 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 979], Speed: 136.849 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 989], Speed: 135.756 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 999], Speed: 153.769 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1009], Speed: 150.428 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1019], Speed: 159.132 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1029], Speed: 148.828 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1039], Speed: 138.523 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1049], Speed: 147.076 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1059], Speed: 142.775 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1069], Speed: 147.914 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1079], Speed: 160.685 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1089], Speed: 150.021 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1099], Speed: 134.156 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1109], Speed: 163.588 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1119], Speed: 141.775 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1129], Speed: 150.270 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1139], Speed: 144.091 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1149], Speed: 145.324 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1159], Speed: 150.424 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1169], Speed: 147.101 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.673 [Epoch 79][Batch 1179], Speed: 150.856 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 79][Batch 1189], Speed: 152.419 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 79][Batch 1199], Speed: 158.978 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 79][Batch 1209], Speed: 156.374 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 79][Batch 1219], Speed: 160.167 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 79] Training cost: 812.711, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 9], Speed: 143.524 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 19], Speed: 147.209 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 29], Speed: 154.282 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 39], Speed: 151.575 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 49], Speed: 148.404 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 59], Speed: 149.258 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 69], Speed: 142.264 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 79], Speed: 153.447 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 89], Speed: 153.096 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 99], Speed: 131.295 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 109], Speed: 156.548 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 119], Speed: 143.481 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 129], Speed: 141.121 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.672 [Epoch 80][Batch 139], Speed: 137.998 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 149], Speed: 141.980 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 159], Speed: 135.152 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 169], Speed: 153.959 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 179], Speed: 137.969 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 189], Speed: 140.209 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 199], Speed: 140.762 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 209], Speed: 148.231 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 219], Speed: 135.048 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 229], Speed: 156.062 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.672 [Epoch 80][Batch 239], Speed: 148.942 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 249], Speed: 143.975 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 259], Speed: 145.999 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 269], Speed: 152.226 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 279], Speed: 143.660 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 289], Speed: 155.084 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 299], Speed: 156.461 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 309], Speed: 148.888 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 319], Speed: 144.910 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 329], Speed: 149.420 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 339], Speed: 153.150 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 349], Speed: 153.216 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.671 [Epoch 80][Batch 359], Speed: 160.132 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 369], Speed: 141.034 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 379], Speed: 141.988 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 389], Speed: 151.293 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 399], Speed: 144.801 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 409], Speed: 160.198 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 419], Speed: 152.025 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 429], Speed: 145.293 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 439], Speed: 140.133 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 449], Speed: 143.628 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 459], Speed: 146.648 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 469], Speed: 157.836 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 479], Speed: 139.892 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 489], Speed: 147.852 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 499], Speed: 155.524 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 509], Speed: 155.398 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 519], Speed: 148.224 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 529], Speed: 155.008 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.671 [Epoch 80][Batch 539], Speed: 158.272 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 549], Speed: 138.529 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 559], Speed: 151.281 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 569], Speed: 147.624 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 579], Speed: 148.162 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 589], Speed: 141.487 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 599], Speed: 156.401 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 609], Speed: 140.712 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 619], Speed: 143.471 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 629], Speed: 149.787 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 639], Speed: 151.471 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 649], Speed: 154.611 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 659], Speed: 149.371 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 669], Speed: 148.235 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 679], Speed: 150.669 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 689], Speed: 155.537 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 699], Speed: 147.153 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 709], Speed: 153.234 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 719], Speed: 149.756 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 729], Speed: 143.059 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 739], Speed: 148.836 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 749], Speed: 148.223 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 759], Speed: 147.793 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 769], Speed: 157.254 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 779], Speed: 149.046 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 789], Speed: 151.703 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 80][Batch 799], Speed: 144.305 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.670 [Epoch 80][Batch 809], Speed: 159.470 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.670 [Epoch 80][Batch 819], Speed: 142.678 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.670 [Epoch 80][Batch 829], Speed: 153.210 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 839], Speed: 145.308 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.669 [Epoch 80][Batch 849], Speed: 141.513 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.669 [Epoch 80][Batch 859], Speed: 138.491 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.669 [Epoch 80][Batch 869], Speed: 143.483 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.669 [Epoch 80][Batch 879], Speed: 143.118 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.669 [Epoch 80][Batch 889], Speed: 146.639 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.669 [Epoch 80][Batch 899], Speed: 162.320 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.669 [Epoch 80][Batch 909], Speed: 146.022 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 919], Speed: 143.818 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 929], Speed: 158.291 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 939], Speed: 148.332 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 949], Speed: 156.753 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 959], Speed: 157.005 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 969], Speed: 134.584 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 979], Speed: 143.811 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 989], Speed: 151.512 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 999], Speed: 134.562 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1009], Speed: 150.370 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1019], Speed: 160.722 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1029], Speed: 145.440 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1039], Speed: 134.319 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1049], Speed: 149.454 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1059], Speed: 148.352 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1069], Speed: 159.597 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1079], Speed: 156.367 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1089], Speed: 139.408 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1099], Speed: 136.580 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.669 [Epoch 80][Batch 1109], Speed: 140.914 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.669 [Epoch 80][Batch 1119], Speed: 141.665 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.669 [Epoch 80][Batch 1129], Speed: 142.799 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.668 [Epoch 80][Batch 1139], Speed: 152.200 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.668 [Epoch 80][Batch 1149], Speed: 149.956 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.668 [Epoch 80][Batch 1159], Speed: 166.261 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.668 [Epoch 80][Batch 1169], Speed: 140.712 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.668 [Epoch 80][Batch 1179], Speed: 149.398 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.668 [Epoch 80][Batch 1189], Speed: 144.968 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.668 [Epoch 80][Batch 1199], Speed: 151.625 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.668 [Epoch 80][Batch 1209], Speed: 154.998 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.668 [Epoch 80][Batch 1219], Speed: 148.990 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 80] Training cost: 810.021, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.668 [Epoch 80] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.305 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.486 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.321 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.109 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.273 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.412 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.423 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.166 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.463 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.658 person=41.4 bicycle=20.8 car=26.8 motorcycle=35.8 airplane=54.4 bus=52.0 train=54.2 truck=26.5 boat=13.0 traffic light=15.1 fire hydrant=53.3 stop sign=52.4 parking meter=38.1 bench=17.8 bird=21.9 cat=57.2 dog=51.5 horse=48.7 sheep=40.1 cow=40.8 elephant=58.0 bear=64.2 zebra=59.3 giraffe=61.5 backpack=7.4 umbrella=30.0 handbag=6.6 tie=20.2 suitcase=27.2 frisbee=43.1 skis=14.7 snowboard=22.0 sports ball=23.3 kite=25.5 baseball bat=16.4 baseball glove=23.3 skateboard=41.0 surfboard=24.3 tennis racket=36.3 bottle=21.6 wine glass=23.1 cup=28.2 fork=21.7 knife=7.6 spoon=9.9 bowl=27.5 banana=20.0 apple=13.8 sandwich=27.8 orange=23.7 broccoli=15.3 carrot=14.8 hot dog=24.1 pizza=42.8 donut=33.9 cake=25.9 chair=19.9 couch=36.1 potted plant=19.6 bed=38.2 dining table=23.1 toilet=55.3 tv=43.4 laptop=48.0 mouse=43.9 remote=13.5 keyboard=40.2 cell phone=22.2 microwave=43.4 oven=25.6 toaster=14.2 sink=28.3 refrigerator=40.3 book=4.4 clock=37.3 vase=24.6 scissors=17.0 teddy bear=37.9 hair drier=0.7 toothbrush=16.2 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =30.5 [Epoch 81][Batch 9], Speed: 147.665 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 81][Batch 19], Speed: 144.720 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.668 [Epoch 81][Batch 29], Speed: 159.462 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.222, HeatmapFocal=1.668 [Epoch 81][Batch 39], Speed: 140.300 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.222, HeatmapFocal=1.668 [Epoch 81][Batch 49], Speed: 152.494 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 59], Speed: 140.510 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 69], Speed: 139.649 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 79], Speed: 143.720 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 89], Speed: 153.853 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 99], Speed: 138.474 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 109], Speed: 160.369 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 119], Speed: 144.224 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 129], Speed: 141.918 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 139], Speed: 145.293 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 149], Speed: 135.254 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 159], Speed: 147.496 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 169], Speed: 150.763 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 179], Speed: 162.242 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.668 [Epoch 81][Batch 189], Speed: 153.053 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 199], Speed: 144.095 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 209], Speed: 156.369 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 219], Speed: 145.560 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 229], Speed: 148.162 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 239], Speed: 150.571 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 249], Speed: 145.979 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 259], Speed: 134.853 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 269], Speed: 152.058 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 279], Speed: 148.405 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 289], Speed: 150.057 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 299], Speed: 152.293 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 309], Speed: 155.125 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 319], Speed: 143.835 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 329], Speed: 152.038 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 339], Speed: 143.474 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 349], Speed: 141.384 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 359], Speed: 159.539 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 369], Speed: 142.605 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 379], Speed: 144.248 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 389], Speed: 147.608 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 399], Speed: 151.215 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 409], Speed: 145.504 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 419], Speed: 161.044 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 429], Speed: 135.741 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 439], Speed: 150.558 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 449], Speed: 146.966 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 459], Speed: 126.760 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.667 [Epoch 81][Batch 469], Speed: 155.791 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 479], Speed: 140.965 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 489], Speed: 151.213 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 499], Speed: 136.458 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 509], Speed: 152.143 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 519], Speed: 142.102 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 529], Speed: 156.041 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 539], Speed: 159.721 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 549], Speed: 143.561 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 559], Speed: 148.399 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 569], Speed: 152.056 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 579], Speed: 144.179 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 589], Speed: 152.610 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 599], Speed: 143.847 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 609], Speed: 154.065 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 619], Speed: 131.154 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 629], Speed: 152.290 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 639], Speed: 134.952 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 649], Speed: 159.015 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 659], Speed: 157.087 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 669], Speed: 149.988 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 679], Speed: 141.016 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 689], Speed: 155.107 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 699], Speed: 143.907 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 709], Speed: 160.079 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 719], Speed: 152.581 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 729], Speed: 143.063 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 739], Speed: 135.887 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 749], Speed: 144.958 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 759], Speed: 150.196 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.666 [Epoch 81][Batch 769], Speed: 155.080 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 779], Speed: 159.170 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 789], Speed: 147.584 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 799], Speed: 145.972 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 809], Speed: 148.587 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 819], Speed: 138.654 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 829], Speed: 142.442 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 839], Speed: 163.155 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 849], Speed: 137.057 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 859], Speed: 138.107 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 869], Speed: 154.663 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 879], Speed: 142.908 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 889], Speed: 149.910 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 899], Speed: 161.747 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 909], Speed: 151.296 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 919], Speed: 134.669 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 929], Speed: 155.081 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 939], Speed: 155.540 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 949], Speed: 156.779 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 959], Speed: 159.403 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 969], Speed: 151.995 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 979], Speed: 133.295 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 989], Speed: 152.821 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 999], Speed: 152.439 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 1009], Speed: 156.129 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 1019], Speed: 157.713 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 1029], Speed: 147.479 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 1039], Speed: 139.154 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 1049], Speed: 151.895 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 1059], Speed: 151.845 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.665 [Epoch 81][Batch 1069], Speed: 159.899 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1079], Speed: 153.966 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1089], Speed: 150.105 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1099], Speed: 138.867 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1109], Speed: 140.022 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1119], Speed: 153.134 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1129], Speed: 150.315 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1139], Speed: 159.145 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1149], Speed: 164.062 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1159], Speed: 142.636 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1169], Speed: 152.588 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1179], Speed: 157.672 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1189], Speed: 166.143 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1199], Speed: 153.387 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1209], Speed: 160.945 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81][Batch 1219], Speed: 146.712 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 81] Training cost: 803.120, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 82][Batch 9], Speed: 149.839 samples/sec, LR=0.000375, WHL1=0.231, CenterRegL1=0.225, HeatmapFocal=1.664 [Epoch 82][Batch 19], Speed: 151.231 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.225, HeatmapFocal=1.664 [Epoch 82][Batch 29], Speed: 151.636 samples/sec, LR=0.000375, WHL1=0.229, CenterRegL1=0.224, HeatmapFocal=1.664 [Epoch 82][Batch 39], Speed: 157.389 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.224, HeatmapFocal=1.664 [Epoch 82][Batch 49], Speed: 158.910 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.224, HeatmapFocal=1.664 [Epoch 82][Batch 59], Speed: 153.054 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.664 [Epoch 82][Batch 69], Speed: 155.390 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.664 [Epoch 82][Batch 79], Speed: 150.415 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.224, HeatmapFocal=1.664 [Epoch 82][Batch 89], Speed: 145.998 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.224, HeatmapFocal=1.664 [Epoch 82][Batch 99], Speed: 155.609 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 82][Batch 109], Speed: 156.790 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 82][Batch 119], Speed: 153.512 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 82][Batch 129], Speed: 149.952 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 82][Batch 139], Speed: 135.745 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.664 [Epoch 82][Batch 149], Speed: 135.050 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 159], Speed: 157.172 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 169], Speed: 150.549 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 179], Speed: 151.426 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 189], Speed: 140.173 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 199], Speed: 142.211 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 209], Speed: 155.310 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 219], Speed: 149.899 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 229], Speed: 146.031 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 239], Speed: 151.281 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 249], Speed: 150.007 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 259], Speed: 145.200 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 269], Speed: 156.181 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 279], Speed: 149.056 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 289], Speed: 146.607 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 299], Speed: 148.085 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 309], Speed: 140.075 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 319], Speed: 139.758 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 329], Speed: 150.057 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 339], Speed: 159.847 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 349], Speed: 158.432 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 359], Speed: 144.598 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 369], Speed: 146.628 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 379], Speed: 148.043 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 389], Speed: 145.708 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 399], Speed: 157.284 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 409], Speed: 149.240 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 419], Speed: 146.202 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 429], Speed: 149.593 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 439], Speed: 137.157 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.663 [Epoch 82][Batch 449], Speed: 139.578 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 459], Speed: 150.506 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 469], Speed: 147.890 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 479], Speed: 149.511 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 489], Speed: 153.063 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 499], Speed: 138.911 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 509], Speed: 145.220 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 519], Speed: 155.368 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 529], Speed: 145.434 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 539], Speed: 143.761 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 549], Speed: 147.499 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 559], Speed: 152.657 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 569], Speed: 154.352 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 579], Speed: 158.072 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 589], Speed: 146.895 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 599], Speed: 146.445 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 609], Speed: 146.237 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 619], Speed: 150.396 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 629], Speed: 155.492 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 639], Speed: 140.741 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 649], Speed: 153.579 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 659], Speed: 147.019 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 669], Speed: 150.705 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 679], Speed: 147.210 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 689], Speed: 157.095 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 699], Speed: 150.604 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 709], Speed: 113.224 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 719], Speed: 148.128 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 729], Speed: 153.935 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 739], Speed: 154.627 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.662 [Epoch 82][Batch 749], Speed: 159.502 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 759], Speed: 152.488 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 769], Speed: 153.110 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 779], Speed: 147.329 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 789], Speed: 151.662 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 799], Speed: 137.244 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 809], Speed: 151.731 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 819], Speed: 145.308 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 829], Speed: 157.018 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 839], Speed: 145.686 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 849], Speed: 152.336 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 859], Speed: 151.994 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 869], Speed: 150.204 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 879], Speed: 144.926 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 889], Speed: 153.490 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 899], Speed: 153.885 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 909], Speed: 134.461 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 919], Speed: 156.572 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 929], Speed: 134.702 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 939], Speed: 154.597 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 949], Speed: 158.356 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 959], Speed: 156.025 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 969], Speed: 140.861 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 979], Speed: 146.307 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 989], Speed: 142.526 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 999], Speed: 153.320 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 1009], Speed: 142.834 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 1019], Speed: 141.664 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 1029], Speed: 146.967 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 1039], Speed: 144.857 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 1049], Speed: 144.280 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 1059], Speed: 153.671 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.661 [Epoch 82][Batch 1069], Speed: 155.648 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1079], Speed: 150.653 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1089], Speed: 148.116 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1099], Speed: 141.748 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1109], Speed: 166.727 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1119], Speed: 149.973 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1129], Speed: 135.866 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1139], Speed: 148.484 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1149], Speed: 150.218 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1159], Speed: 145.564 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1169], Speed: 146.152 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1179], Speed: 156.251 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1189], Speed: 150.590 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1199], Speed: 138.793 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1209], Speed: 146.248 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82][Batch 1219], Speed: 162.234 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 82] Training cost: 814.390, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 9], Speed: 150.876 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 19], Speed: 136.808 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 29], Speed: 151.886 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 39], Speed: 136.858 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.660 [Epoch 83][Batch 49], Speed: 148.890 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 59], Speed: 155.231 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.660 [Epoch 83][Batch 69], Speed: 140.447 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.660 [Epoch 83][Batch 79], Speed: 133.969 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.660 [Epoch 83][Batch 89], Speed: 146.633 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 99], Speed: 143.212 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 109], Speed: 161.678 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 119], Speed: 157.115 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 129], Speed: 152.314 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 139], Speed: 159.230 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 149], Speed: 142.185 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.660 [Epoch 83][Batch 159], Speed: 148.520 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 169], Speed: 159.516 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 179], Speed: 164.957 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 189], Speed: 144.936 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 199], Speed: 140.188 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 209], Speed: 143.467 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 219], Speed: 148.085 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 229], Speed: 157.750 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 239], Speed: 157.969 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 249], Speed: 146.015 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 259], Speed: 153.840 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 269], Speed: 144.107 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 279], Speed: 134.789 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 289], Speed: 150.696 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 299], Speed: 152.062 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 309], Speed: 142.468 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 319], Speed: 156.183 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.659 [Epoch 83][Batch 329], Speed: 153.621 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.659 [Epoch 83][Batch 339], Speed: 144.893 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 349], Speed: 145.711 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 359], Speed: 163.582 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 369], Speed: 136.360 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 379], Speed: 154.236 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.659 [Epoch 83][Batch 389], Speed: 150.037 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.659 [Epoch 83][Batch 399], Speed: 128.881 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 409], Speed: 154.609 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 419], Speed: 161.410 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 429], Speed: 153.648 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 439], Speed: 161.383 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 449], Speed: 149.313 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 83][Batch 459], Speed: 144.745 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 469], Speed: 138.718 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 479], Speed: 148.815 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 489], Speed: 141.522 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 499], Speed: 159.115 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 509], Speed: 147.469 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 519], Speed: 154.513 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 529], Speed: 152.000 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 539], Speed: 160.424 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 549], Speed: 138.107 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 559], Speed: 159.865 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 569], Speed: 145.697 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 579], Speed: 150.287 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 589], Speed: 148.771 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 599], Speed: 158.778 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 609], Speed: 143.911 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 619], Speed: 156.679 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 629], Speed: 144.681 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 639], Speed: 142.986 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 649], Speed: 150.830 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 659], Speed: 157.543 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 669], Speed: 141.158 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 679], Speed: 158.488 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 689], Speed: 142.802 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 699], Speed: 152.728 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 709], Speed: 153.275 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 719], Speed: 158.555 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 729], Speed: 147.746 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 739], Speed: 152.843 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 749], Speed: 147.563 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.658 [Epoch 83][Batch 759], Speed: 142.182 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 769], Speed: 157.412 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 779], Speed: 159.814 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 789], Speed: 138.914 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 799], Speed: 151.481 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 809], Speed: 144.958 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 819], Speed: 157.053 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 829], Speed: 160.436 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 839], Speed: 159.658 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 849], Speed: 140.198 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 859], Speed: 141.979 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 869], Speed: 134.389 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 879], Speed: 155.057 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 889], Speed: 138.630 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 899], Speed: 160.782 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 909], Speed: 140.584 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 919], Speed: 159.730 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 929], Speed: 143.110 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 939], Speed: 157.841 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 949], Speed: 143.722 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 959], Speed: 147.866 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 969], Speed: 148.690 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 979], Speed: 152.085 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 989], Speed: 146.843 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 999], Speed: 149.936 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 1009], Speed: 147.621 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 1019], Speed: 149.092 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 1029], Speed: 145.481 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 1039], Speed: 145.765 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 1049], Speed: 136.821 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 1059], Speed: 159.445 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 1069], Speed: 144.213 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.657 [Epoch 83][Batch 1079], Speed: 143.053 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1089], Speed: 142.136 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1099], Speed: 154.696 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1109], Speed: 147.192 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1119], Speed: 161.667 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1129], Speed: 148.265 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1139], Speed: 165.357 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1149], Speed: 142.223 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1159], Speed: 154.422 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1169], Speed: 159.485 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1179], Speed: 150.552 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1189], Speed: 156.689 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1199], Speed: 148.329 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1209], Speed: 156.314 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83][Batch 1219], Speed: 134.215 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 83] Training cost: 808.025, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 84][Batch 9], Speed: 145.703 samples/sec, LR=0.000375, WHL1=0.230, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 19], Speed: 147.754 samples/sec, LR=0.000375, WHL1=0.224, CenterRegL1=0.225, HeatmapFocal=1.656 [Epoch 84][Batch 29], Speed: 151.206 samples/sec, LR=0.000375, WHL1=0.229, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 39], Speed: 150.570 samples/sec, LR=0.000375, WHL1=0.228, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 49], Speed: 148.404 samples/sec, LR=0.000375, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 84][Batch 59], Speed: 142.095 samples/sec, LR=0.000375, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.656 [Epoch 84][Batch 69], Speed: 154.880 samples/sec, LR=0.000375, WHL1=0.231, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 79], Speed: 147.480 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 89], Speed: 151.647 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 99], Speed: 144.927 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 109], Speed: 153.812 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 119], Speed: 141.693 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 129], Speed: 152.326 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 139], Speed: 153.199 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 149], Speed: 162.316 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 159], Speed: 134.558 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.656 [Epoch 84][Batch 169], Speed: 142.981 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 179], Speed: 150.715 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 189], Speed: 141.062 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 199], Speed: 156.650 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 209], Speed: 154.829 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 219], Speed: 148.294 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 229], Speed: 153.419 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 239], Speed: 151.700 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 249], Speed: 146.305 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 259], Speed: 151.926 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 269], Speed: 163.168 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 279], Speed: 149.006 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 289], Speed: 140.115 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 299], Speed: 151.170 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 309], Speed: 136.510 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 319], Speed: 155.536 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 329], Speed: 148.306 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.655 [Epoch 84][Batch 339], Speed: 150.046 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.655 [Epoch 84][Batch 349], Speed: 149.741 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.655 [Epoch 84][Batch 359], Speed: 150.069 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.655 [Epoch 84][Batch 369], Speed: 152.603 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.655 [Epoch 84][Batch 379], Speed: 153.888 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.655 [Epoch 84][Batch 389], Speed: 161.793 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.655 [Epoch 84][Batch 399], Speed: 149.893 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 409], Speed: 145.991 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 419], Speed: 158.235 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 429], Speed: 148.709 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 439], Speed: 146.652 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 449], Speed: 135.713 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 459], Speed: 156.441 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 469], Speed: 148.153 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.655 [Epoch 84][Batch 479], Speed: 159.540 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.654 [Epoch 84][Batch 489], Speed: 145.871 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.654 [Epoch 84][Batch 499], Speed: 149.671 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 509], Speed: 160.723 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.654 [Epoch 84][Batch 519], Speed: 139.962 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.654 [Epoch 84][Batch 529], Speed: 141.373 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.654 [Epoch 84][Batch 539], Speed: 157.515 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.654 [Epoch 84][Batch 549], Speed: 140.433 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 559], Speed: 143.862 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 569], Speed: 158.436 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 579], Speed: 153.446 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 589], Speed: 154.398 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 599], Speed: 154.870 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 609], Speed: 147.195 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 619], Speed: 148.937 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 629], Speed: 145.759 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 639], Speed: 146.338 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 649], Speed: 151.700 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 659], Speed: 153.659 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 669], Speed: 140.958 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 679], Speed: 155.596 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 689], Speed: 156.898 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 699], Speed: 147.272 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 709], Speed: 154.968 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 719], Speed: 158.384 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 729], Speed: 140.741 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 739], Speed: 150.527 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 749], Speed: 151.224 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 759], Speed: 148.789 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 769], Speed: 138.562 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 779], Speed: 154.584 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.654 [Epoch 84][Batch 789], Speed: 142.941 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 799], Speed: 146.168 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 809], Speed: 161.661 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 819], Speed: 154.852 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 829], Speed: 161.200 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 839], Speed: 160.064 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 849], Speed: 151.785 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 859], Speed: 154.840 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 869], Speed: 160.241 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 879], Speed: 153.384 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 889], Speed: 154.039 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 899], Speed: 156.237 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 909], Speed: 146.732 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 919], Speed: 141.070 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 929], Speed: 157.160 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 939], Speed: 146.924 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 949], Speed: 151.219 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 959], Speed: 151.624 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 969], Speed: 142.278 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 979], Speed: 141.556 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 989], Speed: 158.042 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 999], Speed: 152.013 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1009], Speed: 140.065 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1019], Speed: 148.768 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1029], Speed: 157.061 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1039], Speed: 145.982 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1049], Speed: 156.645 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1059], Speed: 148.607 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1069], Speed: 144.876 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1079], Speed: 144.660 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1089], Speed: 146.507 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1099], Speed: 148.850 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1109], Speed: 162.991 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.653 [Epoch 84][Batch 1119], Speed: 151.037 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84][Batch 1129], Speed: 147.422 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84][Batch 1139], Speed: 143.594 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84][Batch 1149], Speed: 148.357 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84][Batch 1159], Speed: 154.351 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84][Batch 1169], Speed: 153.169 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84][Batch 1179], Speed: 152.568 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84][Batch 1189], Speed: 150.617 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84][Batch 1199], Speed: 141.355 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84][Batch 1209], Speed: 149.296 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84][Batch 1219], Speed: 146.337 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 84] Training cost: 807.444, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 9], Speed: 154.234 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.652 [Epoch 85][Batch 19], Speed: 151.796 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.224, HeatmapFocal=1.652 [Epoch 85][Batch 29], Speed: 153.960 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.225, HeatmapFocal=1.652 [Epoch 85][Batch 39], Speed: 152.910 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.224, HeatmapFocal=1.652 [Epoch 85][Batch 49], Speed: 151.848 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.652 [Epoch 85][Batch 59], Speed: 150.391 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 69], Speed: 144.570 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 79], Speed: 149.726 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 89], Speed: 159.270 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 99], Speed: 160.345 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 109], Speed: 150.479 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.224, HeatmapFocal=1.652 [Epoch 85][Batch 119], Speed: 160.235 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 129], Speed: 143.663 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 139], Speed: 146.613 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 149], Speed: 156.352 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 159], Speed: 153.769 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 169], Speed: 143.021 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 179], Speed: 160.377 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 189], Speed: 150.931 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 199], Speed: 153.792 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.652 [Epoch 85][Batch 209], Speed: 159.976 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 219], Speed: 148.979 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 229], Speed: 158.773 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 239], Speed: 153.689 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.222, HeatmapFocal=1.651 [Epoch 85][Batch 249], Speed: 148.516 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 259], Speed: 152.595 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 269], Speed: 163.729 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 279], Speed: 152.845 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 289], Speed: 153.600 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 299], Speed: 149.959 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 309], Speed: 139.893 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 319], Speed: 148.822 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 329], Speed: 143.557 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 339], Speed: 148.517 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 349], Speed: 146.114 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 359], Speed: 157.351 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 369], Speed: 150.381 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 379], Speed: 145.527 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 389], Speed: 149.158 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 399], Speed: 148.526 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 409], Speed: 150.478 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 419], Speed: 147.712 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 429], Speed: 149.791 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 439], Speed: 150.048 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 449], Speed: 159.148 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 459], Speed: 151.901 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 469], Speed: 136.413 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 479], Speed: 152.981 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 489], Speed: 143.455 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 499], Speed: 151.089 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 509], Speed: 143.652 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.651 [Epoch 85][Batch 519], Speed: 153.317 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 529], Speed: 154.693 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 539], Speed: 157.592 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 549], Speed: 144.880 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 559], Speed: 153.740 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 569], Speed: 137.952 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 579], Speed: 149.926 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 589], Speed: 148.050 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 599], Speed: 146.680 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 609], Speed: 151.953 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 619], Speed: 141.022 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 629], Speed: 148.941 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 639], Speed: 141.915 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 649], Speed: 142.868 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 659], Speed: 154.414 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 669], Speed: 149.120 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 679], Speed: 143.707 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 689], Speed: 142.768 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 699], Speed: 141.421 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 709], Speed: 147.356 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 719], Speed: 145.890 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 729], Speed: 149.511 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 739], Speed: 148.207 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 749], Speed: 143.532 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 759], Speed: 153.008 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 769], Speed: 152.209 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 779], Speed: 158.167 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 789], Speed: 145.035 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 799], Speed: 151.959 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 809], Speed: 152.275 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 819], Speed: 157.262 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 829], Speed: 151.454 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 839], Speed: 153.879 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.650 [Epoch 85][Batch 849], Speed: 140.530 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 859], Speed: 154.946 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 869], Speed: 155.911 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 879], Speed: 151.985 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 889], Speed: 150.154 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 899], Speed: 155.182 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 909], Speed: 151.048 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 919], Speed: 157.973 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 929], Speed: 152.928 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 939], Speed: 154.499 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 949], Speed: 146.990 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 959], Speed: 150.741 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 969], Speed: 151.783 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 979], Speed: 146.484 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 989], Speed: 143.649 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 999], Speed: 150.869 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1009], Speed: 138.868 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1019], Speed: 157.591 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1029], Speed: 147.215 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1039], Speed: 151.359 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1049], Speed: 148.694 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1059], Speed: 157.631 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1069], Speed: 153.453 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1079], Speed: 159.657 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1089], Speed: 151.529 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1099], Speed: 156.229 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1109], Speed: 146.138 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1119], Speed: 158.143 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1129], Speed: 150.141 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1139], Speed: 143.984 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1149], Speed: 142.498 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1159], Speed: 155.167 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1169], Speed: 151.762 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.649 [Epoch 85][Batch 1179], Speed: 149.925 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 85][Batch 1189], Speed: 159.687 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 85][Batch 1199], Speed: 154.126 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 85][Batch 1209], Speed: 147.292 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 85][Batch 1219], Speed: 152.752 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 85] Training cost: 805.540, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 9], Speed: 137.725 samples/sec, LR=0.000375, WHL1=0.224, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 86][Batch 19], Speed: 139.971 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.221, HeatmapFocal=1.648 [Epoch 86][Batch 29], Speed: 153.706 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.221, HeatmapFocal=1.648 [Epoch 86][Batch 39], Speed: 150.575 samples/sec, LR=0.000375, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.648 [Epoch 86][Batch 49], Speed: 158.912 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.222, HeatmapFocal=1.648 [Epoch 86][Batch 59], Speed: 154.524 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.222, HeatmapFocal=1.648 [Epoch 86][Batch 69], Speed: 153.352 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 79], Speed: 153.207 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 89], Speed: 146.061 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 99], Speed: 150.673 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 109], Speed: 159.979 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 119], Speed: 156.203 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 129], Speed: 154.628 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 139], Speed: 152.176 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 149], Speed: 158.649 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.648 [Epoch 86][Batch 159], Speed: 156.023 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.648 [Epoch 86][Batch 169], Speed: 148.425 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.648 [Epoch 86][Batch 179], Speed: 149.197 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 189], Speed: 144.536 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 199], Speed: 161.354 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 209], Speed: 156.283 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 219], Speed: 154.327 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 229], Speed: 144.521 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 239], Speed: 149.015 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 249], Speed: 152.420 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 259], Speed: 139.972 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 269], Speed: 156.898 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.648 [Epoch 86][Batch 279], Speed: 149.401 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 289], Speed: 152.064 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 299], Speed: 154.910 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 309], Speed: 146.119 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 319], Speed: 147.979 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 329], Speed: 140.344 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 339], Speed: 153.706 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 349], Speed: 155.848 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 359], Speed: 160.957 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 369], Speed: 138.295 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 379], Speed: 147.903 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 389], Speed: 145.882 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 399], Speed: 154.117 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 409], Speed: 154.677 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 419], Speed: 146.081 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 429], Speed: 145.888 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 439], Speed: 151.470 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 449], Speed: 153.052 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 459], Speed: 150.916 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 469], Speed: 150.017 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 479], Speed: 153.005 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 489], Speed: 147.491 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 499], Speed: 147.753 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 509], Speed: 153.255 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 519], Speed: 148.034 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 529], Speed: 156.498 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 539], Speed: 157.373 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 549], Speed: 150.973 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 559], Speed: 141.136 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 569], Speed: 145.360 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 579], Speed: 153.939 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 589], Speed: 156.116 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.647 [Epoch 86][Batch 599], Speed: 160.678 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 609], Speed: 145.544 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 619], Speed: 146.181 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 629], Speed: 151.219 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 639], Speed: 150.111 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 649], Speed: 156.871 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 659], Speed: 154.492 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 669], Speed: 138.095 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 679], Speed: 154.189 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 689], Speed: 158.167 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 699], Speed: 141.863 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 709], Speed: 147.693 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 719], Speed: 148.863 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 729], Speed: 149.578 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 739], Speed: 150.284 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 749], Speed: 156.341 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 759], Speed: 152.205 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 769], Speed: 160.581 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 779], Speed: 160.608 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 789], Speed: 142.285 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 799], Speed: 158.501 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 809], Speed: 156.838 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 819], Speed: 151.463 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 829], Speed: 145.719 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 839], Speed: 160.358 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 849], Speed: 144.189 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 859], Speed: 139.655 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 869], Speed: 145.709 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 879], Speed: 150.149 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 889], Speed: 160.871 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 899], Speed: 158.626 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 909], Speed: 143.637 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 919], Speed: 151.375 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.646 [Epoch 86][Batch 929], Speed: 159.336 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 939], Speed: 146.837 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 949], Speed: 163.945 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 959], Speed: 159.198 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 969], Speed: 147.374 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 979], Speed: 150.070 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 989], Speed: 148.221 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 999], Speed: 145.107 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1009], Speed: 153.755 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1019], Speed: 151.562 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1029], Speed: 143.506 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1039], Speed: 144.330 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1049], Speed: 154.569 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1059], Speed: 155.975 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1069], Speed: 157.900 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1079], Speed: 154.209 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1089], Speed: 148.605 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1099], Speed: 139.770 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1109], Speed: 156.587 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1119], Speed: 139.013 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1129], Speed: 156.726 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1139], Speed: 148.050 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1149], Speed: 152.326 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1159], Speed: 162.416 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1169], Speed: 147.827 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1179], Speed: 151.282 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1189], Speed: 155.801 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1199], Speed: 138.310 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1209], Speed: 164.270 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86][Batch 1219], Speed: 140.771 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 86] Training cost: 806.667, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 87][Batch 9], Speed: 135.291 samples/sec, LR=0.000375, WHL1=0.231, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 87][Batch 19], Speed: 150.278 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 87][Batch 29], Speed: 153.481 samples/sec, LR=0.000375, WHL1=0.231, CenterRegL1=0.224, HeatmapFocal=1.645 [Epoch 87][Batch 39], Speed: 140.344 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.645 [Epoch 87][Batch 49], Speed: 144.874 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 59], Speed: 152.412 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 69], Speed: 132.889 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 79], Speed: 148.438 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 89], Speed: 137.336 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 99], Speed: 154.644 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 109], Speed: 153.937 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.222, HeatmapFocal=1.644 [Epoch 87][Batch 119], Speed: 150.444 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 129], Speed: 149.507 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 139], Speed: 157.921 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 149], Speed: 133.981 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 159], Speed: 133.432 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 169], Speed: 152.262 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.644 [Epoch 87][Batch 179], Speed: 149.044 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.644 [Epoch 87][Batch 189], Speed: 146.566 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 199], Speed: 157.878 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 209], Speed: 140.907 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 219], Speed: 145.325 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 229], Speed: 139.704 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 239], Speed: 156.695 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 249], Speed: 145.162 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 259], Speed: 155.362 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 269], Speed: 142.064 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 279], Speed: 140.373 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 289], Speed: 137.231 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 299], Speed: 154.432 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 309], Speed: 149.759 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 319], Speed: 157.323 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 329], Speed: 142.118 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 339], Speed: 145.312 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 349], Speed: 146.981 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 359], Speed: 153.461 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.644 [Epoch 87][Batch 369], Speed: 151.283 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 379], Speed: 144.085 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 389], Speed: 141.093 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 399], Speed: 147.609 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 409], Speed: 145.950 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 419], Speed: 153.762 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 429], Speed: 144.220 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 439], Speed: 137.915 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 449], Speed: 134.612 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 459], Speed: 149.985 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 469], Speed: 155.189 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 479], Speed: 157.979 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 489], Speed: 149.372 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 499], Speed: 152.147 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 509], Speed: 142.814 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 519], Speed: 138.547 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 529], Speed: 157.669 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 539], Speed: 154.250 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 549], Speed: 147.504 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 559], Speed: 150.192 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 569], Speed: 147.041 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 579], Speed: 147.024 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 589], Speed: 152.311 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 599], Speed: 152.729 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 609], Speed: 151.790 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 619], Speed: 150.645 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 629], Speed: 142.475 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 639], Speed: 136.092 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 649], Speed: 155.642 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 659], Speed: 149.166 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 669], Speed: 140.084 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 679], Speed: 150.137 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 689], Speed: 146.302 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.643 [Epoch 87][Batch 699], Speed: 142.094 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 709], Speed: 155.296 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 719], Speed: 148.719 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 729], Speed: 148.977 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 739], Speed: 155.007 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 749], Speed: 143.406 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 759], Speed: 143.030 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 769], Speed: 148.629 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 779], Speed: 144.743 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 789], Speed: 143.267 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 799], Speed: 144.866 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 809], Speed: 147.963 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 819], Speed: 143.134 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 829], Speed: 146.140 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 839], Speed: 160.093 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 849], Speed: 143.558 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 859], Speed: 148.085 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 869], Speed: 140.253 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 879], Speed: 144.452 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 889], Speed: 150.542 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 899], Speed: 153.405 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 909], Speed: 145.807 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 919], Speed: 146.365 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 929], Speed: 140.627 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 939], Speed: 145.968 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 949], Speed: 149.687 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 959], Speed: 152.574 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 969], Speed: 153.672 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 979], Speed: 152.414 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 989], Speed: 142.604 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 999], Speed: 150.393 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 1009], Speed: 152.803 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 1019], Speed: 154.780 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.642 [Epoch 87][Batch 1029], Speed: 139.967 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1039], Speed: 153.626 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1049], Speed: 146.757 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1059], Speed: 156.235 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1069], Speed: 155.575 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1079], Speed: 151.635 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1089], Speed: 147.922 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1099], Speed: 148.140 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1109], Speed: 144.507 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1119], Speed: 139.183 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1129], Speed: 140.469 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1139], Speed: 147.874 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1149], Speed: 138.798 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1159], Speed: 164.313 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1169], Speed: 147.398 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1179], Speed: 154.152 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1189], Speed: 144.946 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1199], Speed: 145.516 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1209], Speed: 149.306 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87][Batch 1219], Speed: 150.427 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 87] Training cost: 808.809, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.641 [Epoch 88][Batch 9], Speed: 146.181 samples/sec, LR=0.000375, WHL1=0.230, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 88][Batch 19], Speed: 131.023 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.221, HeatmapFocal=1.641 [Epoch 88][Batch 29], Speed: 149.385 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.221, HeatmapFocal=1.641 [Epoch 88][Batch 39], Speed: 155.650 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.221, HeatmapFocal=1.641 [Epoch 88][Batch 49], Speed: 146.742 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.222, HeatmapFocal=1.641 [Epoch 88][Batch 59], Speed: 154.961 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.641 [Epoch 88][Batch 69], Speed: 145.880 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.222, HeatmapFocal=1.641 [Epoch 88][Batch 79], Speed: 149.280 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.222, HeatmapFocal=1.641 [Epoch 88][Batch 89], Speed: 151.741 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.641 [Epoch 88][Batch 99], Speed: 151.531 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.641 [Epoch 88][Batch 109], Speed: 152.936 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.641 [Epoch 88][Batch 119], Speed: 158.088 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.641 [Epoch 88][Batch 129], Speed: 145.527 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.641 [Epoch 88][Batch 139], Speed: 142.595 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.640 [Epoch 88][Batch 149], Speed: 147.363 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.640 [Epoch 88][Batch 159], Speed: 138.104 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.640 [Epoch 88][Batch 169], Speed: 155.303 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.640 [Epoch 88][Batch 179], Speed: 152.827 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.640 [Epoch 88][Batch 189], Speed: 148.646 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.640 [Epoch 88][Batch 199], Speed: 138.814 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 209], Speed: 147.218 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 219], Speed: 139.234 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 229], Speed: 160.051 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 239], Speed: 148.526 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 249], Speed: 132.584 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 259], Speed: 138.774 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 269], Speed: 148.571 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 279], Speed: 144.742 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 289], Speed: 149.102 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 299], Speed: 155.377 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 309], Speed: 145.168 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 319], Speed: 151.912 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 329], Speed: 157.031 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 339], Speed: 158.998 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 349], Speed: 157.356 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 359], Speed: 151.841 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 369], Speed: 137.690 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 379], Speed: 142.128 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 389], Speed: 141.394 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 399], Speed: 139.702 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 409], Speed: 157.479 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 419], Speed: 144.402 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 429], Speed: 141.882 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 439], Speed: 142.983 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 449], Speed: 144.728 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 459], Speed: 145.691 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.640 [Epoch 88][Batch 469], Speed: 152.344 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 479], Speed: 140.707 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 489], Speed: 156.386 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 499], Speed: 143.438 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 509], Speed: 149.966 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 519], Speed: 147.374 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 529], Speed: 149.848 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 539], Speed: 152.913 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 549], Speed: 146.132 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 559], Speed: 144.419 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 569], Speed: 160.201 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 579], Speed: 150.472 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 589], Speed: 153.790 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 599], Speed: 149.626 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 609], Speed: 146.884 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 619], Speed: 138.918 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 629], Speed: 148.367 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 639], Speed: 149.985 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 649], Speed: 148.434 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 659], Speed: 133.388 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 669], Speed: 150.646 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 679], Speed: 153.164 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 689], Speed: 156.094 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 699], Speed: 150.168 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 709], Speed: 159.271 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 719], Speed: 151.816 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 729], Speed: 139.228 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 739], Speed: 150.089 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 749], Speed: 144.008 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 759], Speed: 153.918 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 769], Speed: 148.949 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 779], Speed: 157.018 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 789], Speed: 147.948 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.639 [Epoch 88][Batch 799], Speed: 144.464 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 809], Speed: 156.959 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 819], Speed: 156.255 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 829], Speed: 155.049 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 839], Speed: 155.335 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 849], Speed: 136.413 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 859], Speed: 143.151 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 869], Speed: 143.092 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 879], Speed: 142.703 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 889], Speed: 136.767 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 899], Speed: 147.160 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 909], Speed: 147.826 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 919], Speed: 139.989 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 929], Speed: 141.708 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 939], Speed: 152.617 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 949], Speed: 149.108 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 959], Speed: 140.608 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 969], Speed: 153.013 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 979], Speed: 138.259 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 989], Speed: 156.335 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 999], Speed: 147.026 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1009], Speed: 145.575 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1019], Speed: 148.409 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1029], Speed: 146.805 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1039], Speed: 141.162 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1049], Speed: 142.043 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1059], Speed: 148.025 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1069], Speed: 137.278 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1079], Speed: 147.240 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1089], Speed: 150.458 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1099], Speed: 129.538 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1109], Speed: 143.176 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1119], Speed: 149.721 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1129], Speed: 153.538 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1139], Speed: 143.820 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.638 [Epoch 88][Batch 1149], Speed: 158.291 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 88][Batch 1159], Speed: 151.713 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 88][Batch 1169], Speed: 145.741 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 88][Batch 1179], Speed: 161.609 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 88][Batch 1189], Speed: 143.704 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 88][Batch 1199], Speed: 160.504 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 88][Batch 1209], Speed: 134.896 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 88][Batch 1219], Speed: 146.473 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 88] Training cost: 810.683, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 9], Speed: 134.273 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.224, HeatmapFocal=1.637 [Epoch 89][Batch 19], Speed: 150.480 samples/sec, LR=0.000375, WHL1=0.231, CenterRegL1=0.224, HeatmapFocal=1.637 [Epoch 89][Batch 29], Speed: 151.383 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.224, HeatmapFocal=1.637 [Epoch 89][Batch 39], Speed: 150.236 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.224, HeatmapFocal=1.637 [Epoch 89][Batch 49], Speed: 140.577 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 59], Speed: 147.011 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 69], Speed: 144.882 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.222, HeatmapFocal=1.637 [Epoch 89][Batch 79], Speed: 131.601 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 89], Speed: 151.262 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 99], Speed: 154.800 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 109], Speed: 145.560 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 119], Speed: 156.199 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 129], Speed: 143.781 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 139], Speed: 139.526 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 149], Speed: 152.008 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 159], Speed: 142.699 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 169], Speed: 144.092 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.222, HeatmapFocal=1.637 [Epoch 89][Batch 179], Speed: 159.798 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 189], Speed: 148.063 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.637 [Epoch 89][Batch 199], Speed: 150.519 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.637 [Epoch 89][Batch 209], Speed: 155.073 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.637 [Epoch 89][Batch 219], Speed: 150.639 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.637 [Epoch 89][Batch 229], Speed: 153.896 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.637 [Epoch 89][Batch 239], Speed: 156.505 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.637 [Epoch 89][Batch 249], Speed: 139.368 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.637 [Epoch 89][Batch 259], Speed: 148.015 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 269], Speed: 155.181 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 279], Speed: 143.244 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 289], Speed: 152.463 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 299], Speed: 162.342 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 309], Speed: 151.033 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 319], Speed: 149.807 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 329], Speed: 157.337 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 339], Speed: 158.224 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 349], Speed: 153.708 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 359], Speed: 155.193 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 369], Speed: 152.211 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 379], Speed: 150.326 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 389], Speed: 146.890 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 399], Speed: 154.136 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 409], Speed: 154.009 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 419], Speed: 147.098 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 429], Speed: 142.924 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 89][Batch 439], Speed: 140.046 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 449], Speed: 154.605 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 459], Speed: 157.682 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 469], Speed: 157.209 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 479], Speed: 158.493 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 489], Speed: 145.137 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 499], Speed: 153.445 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 509], Speed: 150.485 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 519], Speed: 138.136 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 529], Speed: 155.315 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 539], Speed: 161.812 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 549], Speed: 138.693 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 559], Speed: 156.881 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 569], Speed: 154.743 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 579], Speed: 144.063 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 589], Speed: 157.461 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.636 [Epoch 89][Batch 599], Speed: 160.211 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 609], Speed: 159.354 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 619], Speed: 140.083 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 629], Speed: 143.655 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 639], Speed: 143.330 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 649], Speed: 144.304 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 659], Speed: 159.732 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 669], Speed: 147.574 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 679], Speed: 145.607 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 689], Speed: 154.768 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 699], Speed: 156.042 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 709], Speed: 156.843 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 719], Speed: 161.831 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 729], Speed: 148.141 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 739], Speed: 143.533 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 749], Speed: 138.765 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 759], Speed: 152.564 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 769], Speed: 157.484 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 779], Speed: 163.276 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 789], Speed: 150.195 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 799], Speed: 146.384 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 809], Speed: 146.190 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 819], Speed: 154.990 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 829], Speed: 158.789 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 839], Speed: 155.583 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 849], Speed: 147.229 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 859], Speed: 142.005 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 869], Speed: 151.654 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 879], Speed: 133.533 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 889], Speed: 152.882 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 899], Speed: 137.033 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 909], Speed: 151.431 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 919], Speed: 156.648 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 929], Speed: 148.968 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 939], Speed: 147.314 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.635 [Epoch 89][Batch 949], Speed: 151.703 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 959], Speed: 156.596 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 969], Speed: 143.247 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 979], Speed: 153.890 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 989], Speed: 152.145 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 999], Speed: 151.311 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1009], Speed: 147.353 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1019], Speed: 150.516 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1029], Speed: 149.420 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1039], Speed: 156.176 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1049], Speed: 148.544 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1059], Speed: 150.289 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1069], Speed: 156.066 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1079], Speed: 151.096 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1089], Speed: 139.424 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1099], Speed: 153.923 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1109], Speed: 144.536 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1119], Speed: 162.048 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1129], Speed: 146.984 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1139], Speed: 155.877 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1149], Speed: 144.840 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1159], Speed: 144.101 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1169], Speed: 148.661 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1179], Speed: 163.525 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1189], Speed: 163.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1199], Speed: 153.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1209], Speed: 151.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89][Batch 1219], Speed: 137.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 89] Training cost: 802.802, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.634 [Epoch 90][Batch 9], Speed: 135.552 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.219, HeatmapFocal=1.634 [Epoch 90][Batch 19], Speed: 154.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.221, HeatmapFocal=1.634 [Epoch 90][Batch 29], Speed: 138.748 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 90][Batch 39], Speed: 152.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.634 [Epoch 90][Batch 49], Speed: 159.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.634 [Epoch 90][Batch 59], Speed: 155.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.634 [Epoch 90][Batch 69], Speed: 144.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 79], Speed: 144.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 89], Speed: 142.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 99], Speed: 150.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 109], Speed: 158.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 119], Speed: 159.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 129], Speed: 144.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 139], Speed: 147.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 149], Speed: 158.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 159], Speed: 153.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 169], Speed: 150.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 179], Speed: 161.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 189], Speed: 144.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 199], Speed: 144.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 209], Speed: 147.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 219], Speed: 149.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 229], Speed: 156.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 239], Speed: 155.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 249], Speed: 139.877 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 259], Speed: 150.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 269], Speed: 142.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 279], Speed: 152.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 289], Speed: 150.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 299], Speed: 159.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 309], Speed: 146.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 319], Speed: 149.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 329], Speed: 150.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 90][Batch 339], Speed: 155.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 349], Speed: 151.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 359], Speed: 158.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 369], Speed: 144.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 379], Speed: 151.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 389], Speed: 137.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 399], Speed: 141.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 409], Speed: 148.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 419], Speed: 151.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 429], Speed: 140.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 439], Speed: 143.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 449], Speed: 151.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 459], Speed: 141.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 469], Speed: 154.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 479], Speed: 154.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 90][Batch 489], Speed: 154.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 499], Speed: 146.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 90][Batch 509], Speed: 151.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 90][Batch 519], Speed: 144.075 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 90][Batch 529], Speed: 149.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 90][Batch 539], Speed: 151.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 90][Batch 549], Speed: 150.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 90][Batch 559], Speed: 141.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 90][Batch 569], Speed: 146.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 579], Speed: 151.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 589], Speed: 150.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.632 [Epoch 90][Batch 599], Speed: 149.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 609], Speed: 134.072 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 619], Speed: 148.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 629], Speed: 155.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 639], Speed: 148.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 649], Speed: 155.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 659], Speed: 156.235 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 669], Speed: 150.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 679], Speed: 130.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 689], Speed: 152.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 699], Speed: 155.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 709], Speed: 145.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 719], Speed: 150.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 729], Speed: 140.067 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 739], Speed: 149.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.631 [Epoch 90][Batch 749], Speed: 138.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 759], Speed: 152.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 769], Speed: 154.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 779], Speed: 160.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 789], Speed: 142.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 799], Speed: 154.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 809], Speed: 150.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 819], Speed: 161.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 829], Speed: 150.232 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 839], Speed: 155.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 849], Speed: 148.309 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 90][Batch 859], Speed: 149.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 869], Speed: 142.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 879], Speed: 157.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 889], Speed: 155.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 899], Speed: 159.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 909], Speed: 146.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 919], Speed: 143.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 929], Speed: 141.352 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 939], Speed: 137.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 949], Speed: 153.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 959], Speed: 154.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 969], Speed: 152.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 979], Speed: 138.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 989], Speed: 152.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 999], Speed: 149.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1009], Speed: 148.985 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1019], Speed: 149.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1029], Speed: 145.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1039], Speed: 153.746 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1049], Speed: 155.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1059], Speed: 137.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1069], Speed: 157.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1079], Speed: 157.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1089], Speed: 150.985 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1099], Speed: 148.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1109], Speed: 159.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 90][Batch 1119], Speed: 143.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90][Batch 1129], Speed: 149.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90][Batch 1139], Speed: 146.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90][Batch 1149], Speed: 150.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90][Batch 1159], Speed: 154.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90][Batch 1169], Speed: 146.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90][Batch 1179], Speed: 157.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90][Batch 1189], Speed: 154.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90][Batch 1199], Speed: 146.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90][Batch 1209], Speed: 152.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90][Batch 1219], Speed: 157.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90] Training cost: 806.265, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 90] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.524 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.357 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.121 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.292 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.439 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.182 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698 person=43.8 bicycle=22.7 car=29.0 motorcycle=36.1 airplane=58.5 bus=57.0 train=62.4 truck=28.6 boat=17.2 traffic light=17.7 fire hydrant=58.0 stop sign=55.4 parking meter=38.3 bench=20.9 bird=25.0 cat=63.2 dog=57.6 horse=52.5 sheep=41.9 cow=43.1 elephant=61.6 bear=71.8 zebra=60.8 giraffe=63.9 backpack=10.1 umbrella=33.0 handbag=9.9 tie=21.1 suitcase=31.3 frisbee=49.0 skis=16.9 snowboard=24.6 sports ball=26.3 kite=30.0 baseball bat=19.5 baseball glove=26.0 skateboard=45.5 surfboard=27.4 tennis racket=36.8 bottle=24.7 wine glass=26.0 cup=30.6 fork=24.1 knife=10.5 spoon=10.9 bowl=31.8 banana=19.7 apple=15.2 sandwich=29.6 orange=26.9 broccoli=17.5 carrot=16.5 hot dog=27.4 pizza=45.1 donut=37.3 cake=29.6 chair=22.0 couch=41.5 potted plant=21.6 bed=44.2 dining table=24.4 toilet=57.7 tv=51.6 laptop=52.7 mouse=46.0 remote=16.0 keyboard=43.4 cell phone=24.3 microwave=49.3 oven=32.0 toaster=19.2 sink=31.1 refrigerator=53.4 book=5.8 clock=40.7 vase=28.7 scissors=22.7 teddy bear=42.5 hair drier=0.5 toothbrush=17.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =33.8 [Epoch 91][Batch 9], Speed: 145.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 91][Batch 19], Speed: 145.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.218, HeatmapFocal=1.629 [Epoch 91][Batch 29], Speed: 145.475 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.218, HeatmapFocal=1.629 [Epoch 91][Batch 39], Speed: 154.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.218, HeatmapFocal=1.629 [Epoch 91][Batch 49], Speed: 151.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 91][Batch 59], Speed: 147.125 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 91][Batch 69], Speed: 144.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 91][Batch 79], Speed: 142.600 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 91][Batch 89], Speed: 151.410 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 91][Batch 99], Speed: 146.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 91][Batch 109], Speed: 161.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 91][Batch 119], Speed: 157.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 91][Batch 129], Speed: 138.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 91][Batch 139], Speed: 147.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 149], Speed: 144.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 159], Speed: 138.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 169], Speed: 155.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 179], Speed: 154.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 189], Speed: 144.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 199], Speed: 154.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 209], Speed: 156.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 219], Speed: 149.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 229], Speed: 151.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 239], Speed: 156.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 249], Speed: 151.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 259], Speed: 144.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 269], Speed: 150.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 279], Speed: 140.251 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 289], Speed: 158.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 299], Speed: 152.775 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 309], Speed: 150.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 319], Speed: 149.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 329], Speed: 140.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 339], Speed: 147.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 349], Speed: 156.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 359], Speed: 146.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 369], Speed: 150.601 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 379], Speed: 151.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 389], Speed: 146.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.628 [Epoch 91][Batch 399], Speed: 150.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 409], Speed: 154.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 419], Speed: 159.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 429], Speed: 143.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 439], Speed: 154.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 449], Speed: 147.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 459], Speed: 143.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 469], Speed: 155.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 91][Batch 479], Speed: 159.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 91][Batch 489], Speed: 133.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 91][Batch 499], Speed: 147.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 509], Speed: 140.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 519], Speed: 147.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 529], Speed: 156.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 91][Batch 539], Speed: 151.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 549], Speed: 143.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 559], Speed: 150.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 569], Speed: 149.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 579], Speed: 137.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 589], Speed: 157.090 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 599], Speed: 157.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 609], Speed: 141.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 619], Speed: 151.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 629], Speed: 143.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 639], Speed: 141.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.627 [Epoch 91][Batch 649], Speed: 148.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 659], Speed: 160.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 669], Speed: 147.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 679], Speed: 154.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 689], Speed: 153.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 699], Speed: 139.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 709], Speed: 155.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 719], Speed: 157.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 729], Speed: 150.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 739], Speed: 146.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 749], Speed: 140.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 759], Speed: 152.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 769], Speed: 153.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 779], Speed: 158.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 789], Speed: 150.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 799], Speed: 147.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 809], Speed: 134.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 819], Speed: 159.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 829], Speed: 148.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 839], Speed: 143.932 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 849], Speed: 139.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 859], Speed: 147.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 869], Speed: 142.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 879], Speed: 157.875 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 889], Speed: 153.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 91][Batch 899], Speed: 145.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 909], Speed: 147.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 919], Speed: 134.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 929], Speed: 152.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 939], Speed: 134.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 949], Speed: 155.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 959], Speed: 151.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 969], Speed: 140.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 979], Speed: 137.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 989], Speed: 147.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 999], Speed: 147.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1009], Speed: 149.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1019], Speed: 152.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1029], Speed: 150.576 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1039], Speed: 147.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1049], Speed: 146.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1059], Speed: 157.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1069], Speed: 141.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1079], Speed: 162.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1089], Speed: 140.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1099], Speed: 142.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1109], Speed: 144.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1119], Speed: 160.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1129], Speed: 160.396 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.625 [Epoch 91][Batch 1139], Speed: 148.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 91][Batch 1149], Speed: 152.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 91][Batch 1159], Speed: 148.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 91][Batch 1169], Speed: 152.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 91][Batch 1179], Speed: 167.091 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 91][Batch 1189], Speed: 141.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 91][Batch 1199], Speed: 147.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 91][Batch 1209], Speed: 157.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 91][Batch 1219], Speed: 152.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 91] Training cost: 804.230, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 92][Batch 9], Speed: 141.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 92][Batch 19], Speed: 143.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 92][Batch 29], Speed: 145.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 92][Batch 39], Speed: 159.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.624 [Epoch 92][Batch 49], Speed: 141.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.624 [Epoch 92][Batch 59], Speed: 145.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.624 [Epoch 92][Batch 69], Speed: 143.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.624 [Epoch 92][Batch 79], Speed: 146.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.624 [Epoch 92][Batch 89], Speed: 155.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.624 [Epoch 92][Batch 99], Speed: 144.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.624 [Epoch 92][Batch 109], Speed: 145.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.624 [Epoch 92][Batch 119], Speed: 160.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.624 [Epoch 92][Batch 129], Speed: 151.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 92][Batch 139], Speed: 148.942 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 92][Batch 149], Speed: 148.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 92][Batch 159], Speed: 154.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.624 [Epoch 92][Batch 169], Speed: 148.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 179], Speed: 147.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 189], Speed: 141.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 199], Speed: 149.396 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 209], Speed: 153.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 219], Speed: 153.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 229], Speed: 157.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 239], Speed: 141.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 249], Speed: 146.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 259], Speed: 150.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 269], Speed: 144.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 279], Speed: 159.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 289], Speed: 154.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 299], Speed: 135.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 309], Speed: 143.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 319], Speed: 140.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 329], Speed: 144.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 339], Speed: 157.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 349], Speed: 154.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 359], Speed: 156.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 369], Speed: 148.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 379], Speed: 142.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 389], Speed: 136.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 399], Speed: 133.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.623 [Epoch 92][Batch 409], Speed: 154.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 419], Speed: 149.816 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 429], Speed: 150.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 439], Speed: 144.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 449], Speed: 139.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 459], Speed: 154.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 469], Speed: 156.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 479], Speed: 150.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 489], Speed: 152.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 499], Speed: 153.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 509], Speed: 139.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 519], Speed: 150.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 529], Speed: 143.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 539], Speed: 145.519 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 549], Speed: 132.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 559], Speed: 145.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 569], Speed: 138.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 579], Speed: 151.368 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 589], Speed: 140.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.622 [Epoch 92][Batch 599], Speed: 144.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 609], Speed: 147.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.622 [Epoch 92][Batch 619], Speed: 155.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.622 [Epoch 92][Batch 629], Speed: 150.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.622 [Epoch 92][Batch 639], Speed: 147.811 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 649], Speed: 140.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.622 [Epoch 92][Batch 659], Speed: 149.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.621 [Epoch 92][Batch 669], Speed: 143.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.621 [Epoch 92][Batch 679], Speed: 155.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.621 [Epoch 92][Batch 689], Speed: 148.341 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.621 [Epoch 92][Batch 699], Speed: 140.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.621 [Epoch 92][Batch 709], Speed: 139.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 719], Speed: 148.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 729], Speed: 148.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 739], Speed: 152.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 749], Speed: 149.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 759], Speed: 151.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 769], Speed: 140.425 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 779], Speed: 148.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 789], Speed: 149.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 799], Speed: 146.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 809], Speed: 143.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 819], Speed: 145.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.621 [Epoch 92][Batch 829], Speed: 147.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 839], Speed: 153.778 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 849], Speed: 133.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 859], Speed: 155.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 869], Speed: 141.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 879], Speed: 143.475 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 889], Speed: 156.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.621 [Epoch 92][Batch 899], Speed: 144.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 909], Speed: 141.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 919], Speed: 139.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 929], Speed: 155.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 939], Speed: 158.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 949], Speed: 150.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 959], Speed: 147.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 969], Speed: 144.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 979], Speed: 155.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 989], Speed: 143.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 999], Speed: 152.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 1009], Speed: 148.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 1019], Speed: 155.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 1029], Speed: 153.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 1039], Speed: 154.170 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 1049], Speed: 156.227 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.620 [Epoch 92][Batch 1059], Speed: 160.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 92][Batch 1069], Speed: 142.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 92][Batch 1079], Speed: 145.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 92][Batch 1089], Speed: 149.075 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 92][Batch 1099], Speed: 136.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 92][Batch 1109], Speed: 157.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 92][Batch 1119], Speed: 150.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 92][Batch 1129], Speed: 157.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 92][Batch 1139], Speed: 140.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.620 [Epoch 92][Batch 1149], Speed: 149.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 92][Batch 1159], Speed: 156.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 92][Batch 1169], Speed: 151.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 92][Batch 1179], Speed: 142.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 92][Batch 1189], Speed: 154.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 92][Batch 1199], Speed: 167.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 92][Batch 1209], Speed: 159.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 92][Batch 1219], Speed: 153.313 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 92] Training cost: 807.430, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 93][Batch 9], Speed: 147.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 93][Batch 19], Speed: 145.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 93][Batch 29], Speed: 145.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 39], Speed: 157.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 49], Speed: 154.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 93][Batch 59], Speed: 153.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 69], Speed: 142.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 79], Speed: 151.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 89], Speed: 131.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 99], Speed: 162.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 109], Speed: 154.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 119], Speed: 156.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 129], Speed: 142.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 139], Speed: 145.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 149], Speed: 150.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 159], Speed: 156.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 93][Batch 169], Speed: 155.449 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 179], Speed: 157.333 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 189], Speed: 135.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 199], Speed: 147.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 209], Speed: 141.809 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 219], Speed: 155.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 229], Speed: 148.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 239], Speed: 153.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 249], Speed: 146.668 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 259], Speed: 140.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 269], Speed: 130.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 279], Speed: 149.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 289], Speed: 154.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 299], Speed: 154.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 309], Speed: 147.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 319], Speed: 145.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 329], Speed: 151.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 339], Speed: 154.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 349], Speed: 156.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 359], Speed: 148.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 369], Speed: 152.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.618 [Epoch 93][Batch 379], Speed: 145.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 389], Speed: 140.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 399], Speed: 152.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 409], Speed: 153.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.618 [Epoch 93][Batch 419], Speed: 142.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 429], Speed: 129.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 439], Speed: 148.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 449], Speed: 154.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 459], Speed: 153.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 469], Speed: 146.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 479], Speed: 153.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 489], Speed: 142.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 499], Speed: 142.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 509], Speed: 143.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 519], Speed: 144.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 529], Speed: 156.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 539], Speed: 147.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 549], Speed: 154.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 559], Speed: 145.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 569], Speed: 145.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 579], Speed: 150.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 589], Speed: 153.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 599], Speed: 155.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 609], Speed: 156.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 619], Speed: 142.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 629], Speed: 149.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 639], Speed: 152.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 649], Speed: 153.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.617 [Epoch 93][Batch 659], Speed: 143.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 669], Speed: 142.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 679], Speed: 141.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 689], Speed: 130.850 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 699], Speed: 152.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 709], Speed: 151.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 719], Speed: 145.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 729], Speed: 137.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 739], Speed: 137.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 749], Speed: 159.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 759], Speed: 153.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 769], Speed: 145.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 779], Speed: 151.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 789], Speed: 144.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 799], Speed: 147.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 809], Speed: 147.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 819], Speed: 146.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 829], Speed: 148.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 839], Speed: 156.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 849], Speed: 149.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 859], Speed: 144.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 869], Speed: 135.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 879], Speed: 150.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 889], Speed: 156.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 899], Speed: 153.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.616 [Epoch 93][Batch 909], Speed: 148.539 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 919], Speed: 152.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 929], Speed: 148.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 939], Speed: 152.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 949], Speed: 145.485 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 959], Speed: 160.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 969], Speed: 137.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 979], Speed: 141.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 989], Speed: 148.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 999], Speed: 150.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1009], Speed: 156.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1019], Speed: 152.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1029], Speed: 152.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1039], Speed: 127.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1049], Speed: 136.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1059], Speed: 153.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1069], Speed: 152.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1079], Speed: 150.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1089], Speed: 137.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1099], Speed: 143.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1109], Speed: 153.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1119], Speed: 148.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1129], Speed: 145.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1139], Speed: 159.026 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.615 [Epoch 93][Batch 1149], Speed: 139.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 93][Batch 1159], Speed: 153.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 93][Batch 1169], Speed: 137.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 93][Batch 1179], Speed: 156.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 93][Batch 1189], Speed: 152.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 93][Batch 1199], Speed: 144.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 93][Batch 1209], Speed: 151.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 93][Batch 1219], Speed: 159.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 93] Training cost: 805.690, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 94][Batch 9], Speed: 148.034 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 94][Batch 19], Speed: 149.309 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.219, HeatmapFocal=1.614 [Epoch 94][Batch 29], Speed: 137.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 94][Batch 39], Speed: 155.748 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 94][Batch 49], Speed: 154.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 94][Batch 59], Speed: 147.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 94][Batch 69], Speed: 155.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 94][Batch 79], Speed: 144.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 94][Batch 89], Speed: 152.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.614 [Epoch 94][Batch 99], Speed: 148.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 94][Batch 109], Speed: 154.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 94][Batch 119], Speed: 158.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.614 [Epoch 94][Batch 129], Speed: 147.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.614 [Epoch 94][Batch 139], Speed: 151.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.614 [Epoch 94][Batch 149], Speed: 143.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.614 [Epoch 94][Batch 159], Speed: 150.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.614 [Epoch 94][Batch 169], Speed: 153.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 179], Speed: 159.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 189], Speed: 150.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 199], Speed: 153.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 209], Speed: 116.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 219], Speed: 152.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 229], Speed: 146.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 239], Speed: 151.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 249], Speed: 151.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 259], Speed: 141.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.613 [Epoch 94][Batch 269], Speed: 151.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 279], Speed: 130.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 289], Speed: 147.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 299], Speed: 150.056 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 309], Speed: 145.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 319], Speed: 147.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 329], Speed: 145.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 339], Speed: 147.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 349], Speed: 158.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 359], Speed: 148.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 369], Speed: 153.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 379], Speed: 153.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 389], Speed: 141.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 399], Speed: 143.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 409], Speed: 150.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 94][Batch 419], Speed: 160.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 429], Speed: 151.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 439], Speed: 140.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 449], Speed: 143.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 459], Speed: 139.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 469], Speed: 154.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 479], Speed: 150.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 489], Speed: 146.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 499], Speed: 145.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 509], Speed: 145.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 519], Speed: 144.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 529], Speed: 150.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 539], Speed: 166.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 549], Speed: 142.853 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 559], Speed: 140.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 569], Speed: 150.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 579], Speed: 144.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 589], Speed: 158.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 599], Speed: 159.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 609], Speed: 145.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 619], Speed: 133.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 629], Speed: 144.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 639], Speed: 144.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 649], Speed: 154.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.612 [Epoch 94][Batch 659], Speed: 166.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 669], Speed: 144.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 679], Speed: 145.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 689], Speed: 144.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 699], Speed: 146.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 709], Speed: 158.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 719], Speed: 152.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 729], Speed: 151.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 739], Speed: 141.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 749], Speed: 149.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 759], Speed: 146.275 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 769], Speed: 155.985 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 779], Speed: 154.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 789], Speed: 149.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 799], Speed: 140.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 809], Speed: 142.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 819], Speed: 138.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 829], Speed: 157.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 839], Speed: 162.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 849], Speed: 153.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 859], Speed: 140.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 869], Speed: 149.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 879], Speed: 138.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 889], Speed: 157.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.611 [Epoch 94][Batch 899], Speed: 161.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 909], Speed: 146.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 919], Speed: 153.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 929], Speed: 145.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 939], Speed: 140.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 949], Speed: 145.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 959], Speed: 161.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 969], Speed: 147.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 979], Speed: 149.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 989], Speed: 144.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 999], Speed: 146.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1009], Speed: 151.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1019], Speed: 147.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1029], Speed: 142.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1039], Speed: 133.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1049], Speed: 148.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1059], Speed: 149.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1069], Speed: 138.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1079], Speed: 141.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1089], Speed: 148.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1099], Speed: 150.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1109], Speed: 154.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1119], Speed: 159.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1129], Speed: 150.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1139], Speed: 146.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.610 [Epoch 94][Batch 1149], Speed: 143.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 94][Batch 1159], Speed: 143.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 94][Batch 1169], Speed: 158.762 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 94][Batch 1179], Speed: 150.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 94][Batch 1189], Speed: 156.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 94][Batch 1199], Speed: 142.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 94][Batch 1209], Speed: 136.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 94][Batch 1219], Speed: 147.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 94] Training cost: 808.170, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 95][Batch 9], Speed: 140.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 95][Batch 19], Speed: 144.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 29], Speed: 131.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 95][Batch 39], Speed: 144.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 49], Speed: 156.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 59], Speed: 149.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 69], Speed: 155.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 79], Speed: 142.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 89], Speed: 155.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 99], Speed: 147.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 109], Speed: 141.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 119], Speed: 156.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 129], Speed: 141.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 139], Speed: 150.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.609 [Epoch 95][Batch 149], Speed: 147.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 95][Batch 159], Speed: 157.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 95][Batch 169], Speed: 157.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.609 [Epoch 95][Batch 179], Speed: 155.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 189], Speed: 136.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 199], Speed: 138.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 209], Speed: 150.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 219], Speed: 159.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 229], Speed: 161.286 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 239], Speed: 162.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 249], Speed: 143.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 259], Speed: 132.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 269], Speed: 142.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 279], Speed: 152.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 289], Speed: 152.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 299], Speed: 160.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 309], Speed: 139.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 319], Speed: 151.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 329], Speed: 154.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 339], Speed: 143.676 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 349], Speed: 159.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 359], Speed: 160.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 369], Speed: 151.985 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 379], Speed: 144.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 389], Speed: 148.607 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 399], Speed: 155.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 409], Speed: 148.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.608 [Epoch 95][Batch 419], Speed: 163.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 429], Speed: 149.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 439], Speed: 150.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 449], Speed: 140.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 459], Speed: 156.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 469], Speed: 150.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 479], Speed: 155.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 489], Speed: 144.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 499], Speed: 143.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 509], Speed: 154.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 519], Speed: 151.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 529], Speed: 157.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 539], Speed: 146.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 549], Speed: 154.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 559], Speed: 145.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 569], Speed: 149.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 579], Speed: 148.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 589], Speed: 147.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 599], Speed: 152.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 609], Speed: 145.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 619], Speed: 145.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 629], Speed: 146.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 639], Speed: 138.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 649], Speed: 152.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 659], Speed: 153.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.607 [Epoch 95][Batch 669], Speed: 149.653 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 679], Speed: 147.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 689], Speed: 148.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 699], Speed: 148.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 709], Speed: 148.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 719], Speed: 154.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 729], Speed: 138.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 739], Speed: 147.600 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 749], Speed: 153.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 759], Speed: 148.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 769], Speed: 154.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 779], Speed: 144.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 789], Speed: 151.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 799], Speed: 151.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 809], Speed: 151.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 819], Speed: 149.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 829], Speed: 150.738 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 839], Speed: 155.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 849], Speed: 140.473 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 859], Speed: 148.809 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 869], Speed: 153.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 879], Speed: 156.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 889], Speed: 155.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 899], Speed: 151.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.606 [Epoch 95][Batch 909], Speed: 148.486 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 919], Speed: 151.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 929], Speed: 150.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 939], Speed: 143.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 949], Speed: 152.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 959], Speed: 156.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 969], Speed: 143.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 979], Speed: 133.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 989], Speed: 141.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 999], Speed: 140.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1009], Speed: 150.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1019], Speed: 157.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1029], Speed: 137.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1039], Speed: 145.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1049], Speed: 148.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1059], Speed: 144.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1069], Speed: 156.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1079], Speed: 158.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1089], Speed: 147.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1099], Speed: 142.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1109], Speed: 150.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1119], Speed: 156.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1129], Speed: 156.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1139], Speed: 145.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1149], Speed: 160.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.605 [Epoch 95][Batch 1159], Speed: 142.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.604 [Epoch 95][Batch 1169], Speed: 151.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.604 [Epoch 95][Batch 1179], Speed: 144.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.604 [Epoch 95][Batch 1189], Speed: 159.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.604 [Epoch 95][Batch 1199], Speed: 147.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.604 [Epoch 95][Batch 1209], Speed: 137.985 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.604 [Epoch 95][Batch 1219], Speed: 150.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.604 [Epoch 95] Training cost: 805.816, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.604 [Epoch 96][Batch 9], Speed: 138.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 19], Speed: 151.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 29], Speed: 137.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 39], Speed: 154.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 49], Speed: 144.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 59], Speed: 141.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.604 [Epoch 96][Batch 69], Speed: 138.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 79], Speed: 155.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 89], Speed: 137.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 99], Speed: 153.741 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 109], Speed: 150.873 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 119], Speed: 147.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 129], Speed: 146.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 139], Speed: 150.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 149], Speed: 158.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 159], Speed: 150.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 169], Speed: 141.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 179], Speed: 148.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.604 [Epoch 96][Batch 189], Speed: 143.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 199], Speed: 154.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 209], Speed: 142.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 219], Speed: 154.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 229], Speed: 152.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 239], Speed: 145.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 249], Speed: 132.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 259], Speed: 151.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 269], Speed: 149.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 279], Speed: 150.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 289], Speed: 154.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 299], Speed: 152.801 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 309], Speed: 150.730 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 319], Speed: 158.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.603 [Epoch 96][Batch 329], Speed: 144.532 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 339], Speed: 150.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 349], Speed: 149.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 359], Speed: 154.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 369], Speed: 149.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 379], Speed: 158.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 389], Speed: 158.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 399], Speed: 154.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 409], Speed: 152.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 419], Speed: 145.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 429], Speed: 144.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 96][Batch 439], Speed: 146.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 449], Speed: 157.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 459], Speed: 145.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 469], Speed: 154.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 479], Speed: 154.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 489], Speed: 144.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 499], Speed: 155.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 509], Speed: 130.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 519], Speed: 142.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 529], Speed: 155.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 539], Speed: 149.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 549], Speed: 142.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 559], Speed: 150.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 569], Speed: 154.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 579], Speed: 160.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 589], Speed: 154.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 599], Speed: 146.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 609], Speed: 145.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 619], Speed: 153.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 629], Speed: 140.676 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 639], Speed: 144.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 649], Speed: 156.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 659], Speed: 139.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 669], Speed: 140.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.602 [Epoch 96][Batch 679], Speed: 156.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 689], Speed: 139.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 699], Speed: 154.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 709], Speed: 146.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 719], Speed: 144.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 729], Speed: 153.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 739], Speed: 139.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 749], Speed: 159.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 759], Speed: 156.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 769], Speed: 158.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 779], Speed: 160.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 789], Speed: 156.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 799], Speed: 152.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 809], Speed: 146.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 819], Speed: 149.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 829], Speed: 158.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 839], Speed: 151.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 849], Speed: 149.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 859], Speed: 148.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 869], Speed: 152.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 879], Speed: 147.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 889], Speed: 148.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 899], Speed: 153.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 909], Speed: 139.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 919], Speed: 153.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.601 [Epoch 96][Batch 929], Speed: 153.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 939], Speed: 145.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 949], Speed: 153.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 959], Speed: 158.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 969], Speed: 152.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 979], Speed: 143.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 989], Speed: 137.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 999], Speed: 152.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1009], Speed: 153.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1019], Speed: 158.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1029], Speed: 137.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1039], Speed: 142.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1049], Speed: 140.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1059], Speed: 139.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1069], Speed: 156.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1079], Speed: 130.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1089], Speed: 146.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1099], Speed: 141.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1109], Speed: 140.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1119], Speed: 150.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1129], Speed: 146.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1139], Speed: 147.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1149], Speed: 143.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1159], Speed: 151.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1169], Speed: 148.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.600 [Epoch 96][Batch 1179], Speed: 149.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 96][Batch 1189], Speed: 144.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 96][Batch 1199], Speed: 146.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 96][Batch 1209], Speed: 151.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 96][Batch 1219], Speed: 151.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 96] Training cost: 806.659, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 9], Speed: 143.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.215, HeatmapFocal=1.599 [Epoch 97][Batch 19], Speed: 140.333 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 97][Batch 29], Speed: 138.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.599 [Epoch 97][Batch 39], Speed: 142.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.599 [Epoch 97][Batch 49], Speed: 149.125 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.599 [Epoch 97][Batch 59], Speed: 157.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.599 [Epoch 97][Batch 69], Speed: 151.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.599 [Epoch 97][Batch 79], Speed: 158.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 89], Speed: 143.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 99], Speed: 154.170 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.599 [Epoch 97][Batch 109], Speed: 151.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 119], Speed: 146.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 129], Speed: 136.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 139], Speed: 147.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 149], Speed: 137.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 159], Speed: 150.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 169], Speed: 143.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 179], Speed: 153.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 189], Speed: 146.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 199], Speed: 158.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.599 [Epoch 97][Batch 209], Speed: 127.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.598 [Epoch 97][Batch 219], Speed: 150.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.598 [Epoch 97][Batch 229], Speed: 147.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 239], Speed: 148.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 249], Speed: 139.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 259], Speed: 153.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 269], Speed: 149.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 279], Speed: 154.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 289], Speed: 148.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 299], Speed: 133.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 309], Speed: 148.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 319], Speed: 153.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 329], Speed: 136.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 339], Speed: 151.187 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 349], Speed: 149.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 359], Speed: 146.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 369], Speed: 125.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 379], Speed: 157.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 389], Speed: 142.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 399], Speed: 141.762 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 409], Speed: 150.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 419], Speed: 160.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 429], Speed: 132.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 439], Speed: 149.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.598 [Epoch 97][Batch 449], Speed: 141.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 459], Speed: 143.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 469], Speed: 147.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 479], Speed: 161.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 489], Speed: 148.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 499], Speed: 151.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 509], Speed: 149.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 519], Speed: 150.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 529], Speed: 136.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 539], Speed: 149.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 549], Speed: 143.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 559], Speed: 155.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 569], Speed: 143.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 579], Speed: 152.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 589], Speed: 145.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 599], Speed: 161.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 609], Speed: 139.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 619], Speed: 152.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 629], Speed: 155.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 639], Speed: 147.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 649], Speed: 152.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 659], Speed: 156.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 669], Speed: 144.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 679], Speed: 153.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 689], Speed: 154.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.597 [Epoch 97][Batch 699], Speed: 153.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 709], Speed: 153.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 719], Speed: 162.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 729], Speed: 143.211 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 739], Speed: 150.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 749], Speed: 155.970 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 759], Speed: 149.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 769], Speed: 152.449 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 779], Speed: 149.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 789], Speed: 140.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 799], Speed: 147.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 809], Speed: 149.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 819], Speed: 141.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 829], Speed: 152.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 839], Speed: 160.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 849], Speed: 141.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 859], Speed: 136.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 869], Speed: 154.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 879], Speed: 144.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 889], Speed: 151.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 899], Speed: 156.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 909], Speed: 139.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 919], Speed: 154.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 929], Speed: 137.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 939], Speed: 146.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 949], Speed: 157.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 97][Batch 959], Speed: 143.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 969], Speed: 146.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 979], Speed: 151.232 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 989], Speed: 152.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 999], Speed: 152.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1009], Speed: 149.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1019], Speed: 142.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1029], Speed: 143.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1039], Speed: 155.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1049], Speed: 157.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1059], Speed: 145.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1069], Speed: 145.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1079], Speed: 142.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1089], Speed: 143.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1099], Speed: 149.125 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1109], Speed: 152.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1119], Speed: 146.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1129], Speed: 159.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1139], Speed: 149.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1149], Speed: 149.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1159], Speed: 157.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1169], Speed: 147.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1179], Speed: 149.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1189], Speed: 141.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1199], Speed: 158.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 97][Batch 1209], Speed: 137.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.594 [Epoch 97][Batch 1219], Speed: 147.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.594 [Epoch 97] Training cost: 810.212, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.594 [Epoch 98][Batch 9], Speed: 134.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.594 [Epoch 98][Batch 19], Speed: 148.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.215, HeatmapFocal=1.594 [Epoch 98][Batch 29], Speed: 151.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 39], Speed: 148.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 49], Speed: 132.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 59], Speed: 146.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 69], Speed: 141.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 79], Speed: 157.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 89], Speed: 147.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 99], Speed: 158.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 109], Speed: 148.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 119], Speed: 159.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 129], Speed: 140.139 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 139], Speed: 147.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 149], Speed: 156.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 159], Speed: 153.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 169], Speed: 136.694 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 179], Speed: 156.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 189], Speed: 142.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 199], Speed: 157.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 209], Speed: 147.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 219], Speed: 150.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 98][Batch 229], Speed: 155.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 239], Speed: 156.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 249], Speed: 143.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 259], Speed: 155.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 269], Speed: 152.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 279], Speed: 153.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 289], Speed: 138.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 299], Speed: 155.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 309], Speed: 140.387 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 319], Speed: 142.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 329], Speed: 142.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 339], Speed: 156.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 98][Batch 349], Speed: 145.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 359], Speed: 156.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 369], Speed: 150.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 379], Speed: 144.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 389], Speed: 144.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 399], Speed: 152.123 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 409], Speed: 155.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 419], Speed: 141.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 429], Speed: 154.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 439], Speed: 161.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 449], Speed: 143.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 459], Speed: 138.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 469], Speed: 150.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.593 [Epoch 98][Batch 479], Speed: 151.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 489], Speed: 135.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 499], Speed: 152.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 509], Speed: 143.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 519], Speed: 155.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 529], Speed: 144.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 539], Speed: 149.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 549], Speed: 148.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 559], Speed: 145.091 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 569], Speed: 156.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 579], Speed: 153.484 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 589], Speed: 147.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 599], Speed: 159.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 609], Speed: 146.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 619], Speed: 149.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 629], Speed: 151.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 639], Speed: 141.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 649], Speed: 143.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 659], Speed: 139.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 669], Speed: 137.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 679], Speed: 151.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 689], Speed: 153.600 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 699], Speed: 153.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 709], Speed: 143.287 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 719], Speed: 155.639 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 729], Speed: 142.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.592 [Epoch 98][Batch 739], Speed: 145.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 749], Speed: 155.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 759], Speed: 154.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 769], Speed: 153.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 779], Speed: 142.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 789], Speed: 133.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 799], Speed: 148.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 809], Speed: 139.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 819], Speed: 152.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 829], Speed: 154.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 839], Speed: 155.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 849], Speed: 154.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 859], Speed: 149.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 869], Speed: 156.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 879], Speed: 150.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 889], Speed: 154.735 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 899], Speed: 150.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 909], Speed: 141.654 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 919], Speed: 158.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 929], Speed: 155.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 939], Speed: 151.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 949], Speed: 149.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 959], Speed: 147.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 969], Speed: 141.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 979], Speed: 155.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.591 [Epoch 98][Batch 989], Speed: 149.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 999], Speed: 139.235 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1009], Speed: 152.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1019], Speed: 148.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1029], Speed: 138.034 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1039], Speed: 152.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1049], Speed: 158.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1059], Speed: 150.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1069], Speed: 154.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1079], Speed: 152.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1089], Speed: 144.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1099], Speed: 151.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1109], Speed: 149.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1119], Speed: 140.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1129], Speed: 146.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1139], Speed: 156.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1149], Speed: 152.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1159], Speed: 161.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1169], Speed: 150.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1179], Speed: 152.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1189], Speed: 152.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1199], Speed: 148.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1209], Speed: 149.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98][Batch 1219], Speed: 145.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 98] Training cost: 805.481, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.590 [Epoch 99][Batch 9], Speed: 139.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.220, HeatmapFocal=1.590 [Epoch 99][Batch 19], Speed: 138.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 99][Batch 29], Speed: 150.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.219, HeatmapFocal=1.589 [Epoch 99][Batch 39], Speed: 152.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 49], Speed: 156.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 59], Speed: 155.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 69], Speed: 147.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 79], Speed: 153.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 89], Speed: 154.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 99], Speed: 157.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 109], Speed: 148.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 119], Speed: 146.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 129], Speed: 144.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 139], Speed: 151.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 149], Speed: 150.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.589 [Epoch 99][Batch 159], Speed: 143.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 169], Speed: 149.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 179], Speed: 152.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 189], Speed: 152.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 199], Speed: 153.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 209], Speed: 162.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 219], Speed: 145.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 229], Speed: 141.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 239], Speed: 151.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 249], Speed: 141.971 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 259], Speed: 152.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.589 [Epoch 99][Batch 269], Speed: 140.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 279], Speed: 142.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 289], Speed: 146.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 299], Speed: 138.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 309], Speed: 137.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 319], Speed: 159.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 329], Speed: 159.971 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 339], Speed: 155.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 349], Speed: 142.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 359], Speed: 160.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 369], Speed: 143.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 379], Speed: 157.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 389], Speed: 152.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 399], Speed: 135.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 409], Speed: 146.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 419], Speed: 155.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 429], Speed: 137.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 439], Speed: 159.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 449], Speed: 152.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 459], Speed: 140.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 469], Speed: 150.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 479], Speed: 150.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 489], Speed: 143.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 499], Speed: 152.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 509], Speed: 157.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.588 [Epoch 99][Batch 519], Speed: 157.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 529], Speed: 141.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 539], Speed: 140.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 549], Speed: 135.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 559], Speed: 149.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 569], Speed: 152.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 579], Speed: 141.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 589], Speed: 146.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 599], Speed: 158.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 609], Speed: 137.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 619], Speed: 149.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 629], Speed: 139.775 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 639], Speed: 153.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 649], Speed: 152.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 659], Speed: 140.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 669], Speed: 143.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 679], Speed: 152.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 689], Speed: 156.748 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 699], Speed: 148.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 709], Speed: 158.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 719], Speed: 157.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 729], Speed: 150.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 739], Speed: 140.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 749], Speed: 150.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 759], Speed: 162.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 99][Batch 769], Speed: 146.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 779], Speed: 146.576 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 789], Speed: 138.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 799], Speed: 151.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 809], Speed: 144.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 819], Speed: 145.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 829], Speed: 150.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 839], Speed: 130.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 849], Speed: 129.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 859], Speed: 145.167 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 869], Speed: 144.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 879], Speed: 161.485 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 889], Speed: 144.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 899], Speed: 154.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 909], Speed: 150.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 919], Speed: 143.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 929], Speed: 151.801 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 939], Speed: 152.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 949], Speed: 142.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 959], Speed: 152.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 969], Speed: 139.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 979], Speed: 150.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 989], Speed: 152.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 999], Speed: 160.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 1009], Speed: 144.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 1019], Speed: 155.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 99][Batch 1029], Speed: 139.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1039], Speed: 151.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1049], Speed: 151.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1059], Speed: 140.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1069], Speed: 148.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1079], Speed: 152.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1089], Speed: 143.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1099], Speed: 146.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1109], Speed: 140.861 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1119], Speed: 150.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1129], Speed: 151.486 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1139], Speed: 162.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1149], Speed: 142.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1159], Speed: 139.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1169], Speed: 156.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1179], Speed: 137.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1189], Speed: 138.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1199], Speed: 147.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1209], Speed: 141.284 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99][Batch 1219], Speed: 157.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 99] Training cost: 807.907, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 100][Batch 9], Speed: 138.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.585 [Epoch 100][Batch 19], Speed: 140.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.585 [Epoch 100][Batch 29], Speed: 151.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 100][Batch 39], Speed: 147.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 100][Batch 49], Speed: 147.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 100][Batch 59], Speed: 119.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 100][Batch 69], Speed: 147.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 100][Batch 79], Speed: 144.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 89], Speed: 145.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 99], Speed: 140.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 109], Speed: 156.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 119], Speed: 155.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 129], Speed: 143.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 139], Speed: 136.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 149], Speed: 154.817 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 159], Speed: 150.473 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 169], Speed: 152.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 179], Speed: 155.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 189], Speed: 147.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 199], Speed: 147.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 209], Speed: 145.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 219], Speed: 151.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 229], Speed: 158.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 239], Speed: 149.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 249], Speed: 147.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 259], Speed: 151.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 269], Speed: 153.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 279], Speed: 144.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 289], Speed: 151.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 299], Speed: 145.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 309], Speed: 151.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.584 [Epoch 100][Batch 319], Speed: 149.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 329], Speed: 154.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 339], Speed: 158.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 349], Speed: 152.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 359], Speed: 150.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 369], Speed: 139.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 379], Speed: 147.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 389], Speed: 139.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 399], Speed: 141.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 409], Speed: 152.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 419], Speed: 147.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 429], Speed: 151.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 439], Speed: 142.398 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 449], Speed: 154.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 459], Speed: 149.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 469], Speed: 151.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 479], Speed: 150.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 489], Speed: 145.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 499], Speed: 142.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 509], Speed: 138.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 519], Speed: 156.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 529], Speed: 153.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 539], Speed: 146.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 549], Speed: 145.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 559], Speed: 138.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.583 [Epoch 100][Batch 569], Speed: 154.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 579], Speed: 148.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 589], Speed: 149.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 599], Speed: 149.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 609], Speed: 147.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 619], Speed: 133.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 629], Speed: 153.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 639], Speed: 144.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 649], Speed: 155.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 659], Speed: 152.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 669], Speed: 145.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 679], Speed: 149.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 689], Speed: 153.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 699], Speed: 145.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 709], Speed: 141.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 719], Speed: 137.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 729], Speed: 140.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 739], Speed: 148.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 749], Speed: 141.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 759], Speed: 151.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 769], Speed: 150.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 779], Speed: 147.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 789], Speed: 135.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 799], Speed: 154.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 809], Speed: 155.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 819], Speed: 149.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 100][Batch 829], Speed: 152.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 839], Speed: 134.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 849], Speed: 147.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 859], Speed: 144.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 869], Speed: 148.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 879], Speed: 152.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 889], Speed: 155.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 899], Speed: 150.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 909], Speed: 134.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 919], Speed: 144.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 929], Speed: 148.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 939], Speed: 147.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 949], Speed: 159.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 959], Speed: 131.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 969], Speed: 144.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 979], Speed: 148.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 989], Speed: 151.227 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 999], Speed: 142.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 1009], Speed: 157.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 1019], Speed: 139.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 1029], Speed: 145.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 1039], Speed: 145.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 1049], Speed: 150.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 1059], Speed: 140.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 1069], Speed: 148.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 1079], Speed: 136.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 100][Batch 1089], Speed: 145.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1099], Speed: 150.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1109], Speed: 148.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1119], Speed: 141.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1129], Speed: 151.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1139], Speed: 141.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1149], Speed: 161.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1159], Speed: 142.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1169], Speed: 155.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1179], Speed: 137.853 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1189], Speed: 144.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1199], Speed: 139.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1209], Speed: 142.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100][Batch 1219], Speed: 144.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100] Training cost: 809.228, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 100] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.351 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.537 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.369 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.126 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.388 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.298 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.447 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.457 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.192 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.502 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.703 person=44.5 bicycle=23.6 car=29.9 motorcycle=38.2 airplane=61.4 bus=59.2 train=63.0 truck=30.1 boat=18.3 traffic light=17.8 fire hydrant=59.8 stop sign=57.3 parking meter=40.3 bench=21.5 bird=25.7 cat=65.0 dog=59.6 horse=53.0 sheep=44.1 cow=43.9 elephant=62.0 bear=75.1 zebra=61.6 giraffe=64.7 backpack=11.4 umbrella=34.3 handbag=10.5 tie=23.8 suitcase=32.6 frisbee=49.0 skis=17.5 snowboard=27.1 sports ball=26.8 kite=29.6 baseball bat=19.7 baseball glove=26.3 skateboard=45.4 surfboard=28.7 tennis racket=37.9 bottle=25.9 wine glass=25.9 cup=31.8 fork=25.0 knife=11.0 spoon=12.0 bowl=31.8 banana=21.2 apple=16.7 sandwich=29.1 orange=27.0 broccoli=18.3 carrot=17.2 hot dog=28.5 pizza=44.7 donut=38.8 cake=32.4 chair=22.5 couch=42.0 potted plant=22.8 bed=46.5 dining table=26.0 toilet=59.0 tv=52.9 laptop=54.6 mouse=48.8 remote=17.4 keyboard=44.9 cell phone=25.9 microwave=47.4 oven=32.8 toaster=33.3 sink=31.9 refrigerator=53.0 book=5.9 clock=42.4 vase=28.5 scissors=25.1 teddy bear=43.9 hair drier=0.5 toothbrush=19.1 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =35.1 [Epoch 101][Batch 9], Speed: 139.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.219, HeatmapFocal=1.580 [Epoch 101][Batch 19], Speed: 142.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.218, HeatmapFocal=1.580 [Epoch 101][Batch 29], Speed: 148.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.218, HeatmapFocal=1.580 [Epoch 101][Batch 39], Speed: 153.407 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 101][Batch 49], Speed: 159.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 101][Batch 59], Speed: 157.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 101][Batch 69], Speed: 149.251 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 101][Batch 79], Speed: 148.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 101][Batch 89], Speed: 146.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 101][Batch 99], Speed: 146.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 101][Batch 109], Speed: 160.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 101][Batch 119], Speed: 156.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.580 [Epoch 101][Batch 129], Speed: 144.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 139], Speed: 143.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 149], Speed: 146.923 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 159], Speed: 147.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 169], Speed: 157.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 179], Speed: 152.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 189], Speed: 142.187 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 199], Speed: 150.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 209], Speed: 148.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 219], Speed: 145.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 229], Speed: 148.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 239], Speed: 161.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 249], Speed: 136.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 259], Speed: 150.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 269], Speed: 140.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 279], Speed: 144.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 289], Speed: 160.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 299], Speed: 156.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 309], Speed: 152.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 319], Speed: 145.950 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 329], Speed: 140.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 339], Speed: 156.730 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 349], Speed: 155.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 359], Speed: 156.746 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 369], Speed: 141.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 379], Speed: 152.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.579 [Epoch 101][Batch 389], Speed: 146.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 399], Speed: 146.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 409], Speed: 147.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 419], Speed: 150.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 429], Speed: 142.123 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 439], Speed: 144.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 449], Speed: 156.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 459], Speed: 148.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 469], Speed: 152.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 479], Speed: 155.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 489], Speed: 149.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 499], Speed: 146.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 509], Speed: 145.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 519], Speed: 139.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 529], Speed: 151.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 539], Speed: 156.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 549], Speed: 151.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 559], Speed: 149.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 569], Speed: 146.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 579], Speed: 157.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 589], Speed: 151.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 599], Speed: 159.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 609], Speed: 140.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 619], Speed: 153.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 629], Speed: 138.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 101][Batch 639], Speed: 155.853 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 649], Speed: 150.778 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 659], Speed: 156.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 669], Speed: 140.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 679], Speed: 140.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 689], Speed: 151.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 699], Speed: 154.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 709], Speed: 146.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 719], Speed: 142.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 729], Speed: 135.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 739], Speed: 145.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 749], Speed: 144.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 759], Speed: 146.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 769], Speed: 152.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 779], Speed: 153.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 789], Speed: 151.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 799], Speed: 145.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 809], Speed: 156.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 819], Speed: 151.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 829], Speed: 148.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 839], Speed: 157.452 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 849], Speed: 142.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 859], Speed: 136.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 869], Speed: 155.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 879], Speed: 154.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 889], Speed: 141.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.577 [Epoch 101][Batch 899], Speed: 151.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 909], Speed: 147.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 919], Speed: 142.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 929], Speed: 152.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 939], Speed: 159.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 949], Speed: 151.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 959], Speed: 157.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 969], Speed: 142.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 979], Speed: 150.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 989], Speed: 146.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 999], Speed: 151.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1009], Speed: 144.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1019], Speed: 155.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1029], Speed: 136.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1039], Speed: 151.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1049], Speed: 148.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1059], Speed: 147.484 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1069], Speed: 139.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1079], Speed: 154.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1089], Speed: 144.748 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1099], Speed: 151.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1109], Speed: 153.576 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1119], Speed: 151.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1129], Speed: 137.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1139], Speed: 139.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1149], Speed: 143.009 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.576 [Epoch 101][Batch 1159], Speed: 144.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 101][Batch 1169], Speed: 161.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 101][Batch 1179], Speed: 151.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 101][Batch 1189], Speed: 144.235 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 101][Batch 1199], Speed: 142.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 101][Batch 1209], Speed: 148.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 101][Batch 1219], Speed: 136.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 101] Training cost: 811.006, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 9], Speed: 139.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 19], Speed: 151.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 102][Batch 29], Speed: 148.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 102][Batch 39], Speed: 151.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 102][Batch 49], Speed: 144.566 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 102][Batch 59], Speed: 133.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 102][Batch 69], Speed: 152.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 102][Batch 79], Speed: 156.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 102][Batch 89], Speed: 150.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 99], Speed: 156.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 109], Speed: 161.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 119], Speed: 146.170 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 129], Speed: 143.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 139], Speed: 141.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 149], Speed: 152.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 159], Speed: 146.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 169], Speed: 140.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.575 [Epoch 102][Batch 179], Speed: 155.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 102][Batch 189], Speed: 148.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 102][Batch 199], Speed: 158.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 209], Speed: 148.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 219], Speed: 154.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 229], Speed: 157.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 239], Speed: 147.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 249], Speed: 139.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 259], Speed: 155.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 269], Speed: 149.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 279], Speed: 149.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 289], Speed: 151.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 299], Speed: 149.539 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 309], Speed: 136.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 319], Speed: 153.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 329], Speed: 154.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 339], Speed: 150.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 349], Speed: 147.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 359], Speed: 157.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 369], Speed: 148.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 379], Speed: 155.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 389], Speed: 152.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 399], Speed: 147.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 409], Speed: 157.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 419], Speed: 150.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 429], Speed: 141.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 439], Speed: 151.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 449], Speed: 144.425 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 102][Batch 459], Speed: 146.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.573 [Epoch 102][Batch 469], Speed: 155.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.573 [Epoch 102][Batch 479], Speed: 149.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.573 [Epoch 102][Batch 489], Speed: 144.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.573 [Epoch 102][Batch 499], Speed: 154.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.573 [Epoch 102][Batch 509], Speed: 137.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.573 [Epoch 102][Batch 519], Speed: 144.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.573 [Epoch 102][Batch 529], Speed: 156.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 539], Speed: 157.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 549], Speed: 141.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 559], Speed: 149.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 569], Speed: 137.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 579], Speed: 150.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 589], Speed: 151.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 599], Speed: 141.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 609], Speed: 148.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 619], Speed: 146.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 629], Speed: 146.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 639], Speed: 142.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 649], Speed: 138.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 659], Speed: 152.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 669], Speed: 139.160 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 679], Speed: 154.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 689], Speed: 145.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 699], Speed: 155.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 709], Speed: 148.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.573 [Epoch 102][Batch 719], Speed: 148.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 729], Speed: 140.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 739], Speed: 151.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 749], Speed: 147.761 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 759], Speed: 144.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 769], Speed: 129.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 779], Speed: 159.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 789], Speed: 149.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 799], Speed: 157.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 809], Speed: 142.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 819], Speed: 152.331 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 829], Speed: 145.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 839], Speed: 151.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 849], Speed: 150.947 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 859], Speed: 153.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 869], Speed: 149.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 879], Speed: 149.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 889], Speed: 134.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 899], Speed: 155.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 909], Speed: 149.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 919], Speed: 148.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 929], Speed: 147.854 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 939], Speed: 151.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 949], Speed: 151.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 959], Speed: 150.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 969], Speed: 141.381 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.572 [Epoch 102][Batch 979], Speed: 157.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 989], Speed: 136.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 999], Speed: 148.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1009], Speed: 140.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1019], Speed: 148.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1029], Speed: 142.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1039], Speed: 157.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1049], Speed: 147.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1059], Speed: 152.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1069], Speed: 147.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1079], Speed: 159.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1089], Speed: 141.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1099], Speed: 156.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1109], Speed: 147.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1119], Speed: 158.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1129], Speed: 150.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1139], Speed: 155.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1149], Speed: 149.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1159], Speed: 154.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1169], Speed: 157.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1179], Speed: 150.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1189], Speed: 162.410 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1199], Speed: 147.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1209], Speed: 144.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102][Batch 1219], Speed: 161.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 102] Training cost: 809.171, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 103][Batch 9], Speed: 146.139 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.217, HeatmapFocal=1.571 [Epoch 103][Batch 19], Speed: 142.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.571 [Epoch 103][Batch 29], Speed: 135.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 103][Batch 39], Speed: 152.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 49], Speed: 133.842 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 103][Batch 59], Speed: 153.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 69], Speed: 146.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 79], Speed: 144.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 103][Batch 89], Speed: 139.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 99], Speed: 149.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 109], Speed: 150.996 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 119], Speed: 154.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 129], Speed: 147.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 139], Speed: 144.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 149], Speed: 151.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 159], Speed: 124.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 169], Speed: 148.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 179], Speed: 157.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 189], Speed: 143.666 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 199], Speed: 159.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 209], Speed: 151.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 219], Speed: 143.352 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 229], Speed: 151.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 239], Speed: 158.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 249], Speed: 135.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 259], Speed: 150.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 269], Speed: 144.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 279], Speed: 144.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.570 [Epoch 103][Batch 289], Speed: 142.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 299], Speed: 158.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 309], Speed: 135.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 319], Speed: 155.170 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 329], Speed: 142.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 339], Speed: 148.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 349], Speed: 146.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 359], Speed: 152.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 369], Speed: 140.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 379], Speed: 148.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 389], Speed: 153.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 399], Speed: 136.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 409], Speed: 145.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 419], Speed: 154.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 429], Speed: 153.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 439], Speed: 146.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 449], Speed: 139.398 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 459], Speed: 144.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 469], Speed: 149.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 479], Speed: 155.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 489], Speed: 147.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 499], Speed: 145.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 509], Speed: 157.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 519], Speed: 142.602 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 529], Speed: 157.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 539], Speed: 156.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.569 [Epoch 103][Batch 549], Speed: 144.459 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 559], Speed: 147.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 569], Speed: 146.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 579], Speed: 148.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 589], Speed: 151.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 599], Speed: 163.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 609], Speed: 144.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 619], Speed: 149.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 629], Speed: 143.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 639], Speed: 140.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 649], Speed: 140.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 659], Speed: 156.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 669], Speed: 139.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 679], Speed: 147.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 689], Speed: 144.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 699], Speed: 155.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 709], Speed: 147.425 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 719], Speed: 160.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 729], Speed: 149.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 739], Speed: 142.459 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 749], Speed: 143.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 759], Speed: 153.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 769], Speed: 155.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 779], Speed: 157.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 103][Batch 789], Speed: 144.696 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 799], Speed: 147.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.568 [Epoch 103][Batch 809], Speed: 134.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 819], Speed: 151.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 829], Speed: 146.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 839], Speed: 156.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 849], Speed: 150.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 859], Speed: 138.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 869], Speed: 140.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 879], Speed: 144.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 889], Speed: 134.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 899], Speed: 155.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 909], Speed: 144.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 919], Speed: 151.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 929], Speed: 144.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 939], Speed: 157.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 949], Speed: 138.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 959], Speed: 149.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 969], Speed: 142.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 979], Speed: 154.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 989], Speed: 143.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 999], Speed: 150.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 1009], Speed: 149.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 1019], Speed: 158.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 1029], Speed: 148.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.567 [Epoch 103][Batch 1039], Speed: 154.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 1049], Speed: 148.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 1059], Speed: 141.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 1069], Speed: 154.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 103][Batch 1079], Speed: 161.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1089], Speed: 148.873 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1099], Speed: 152.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1109], Speed: 156.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1119], Speed: 141.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1129], Speed: 137.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1139], Speed: 142.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1149], Speed: 141.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1159], Speed: 144.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1169], Speed: 148.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1179], Speed: 137.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 103][Batch 1189], Speed: 145.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.566 [Epoch 103][Batch 1199], Speed: 167.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.566 [Epoch 103][Batch 1209], Speed: 138.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.566 [Epoch 103][Batch 1219], Speed: 143.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.566 [Epoch 103] Training cost: 809.885, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.566 [Epoch 104][Batch 9], Speed: 137.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 104][Batch 19], Speed: 155.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.566 [Epoch 104][Batch 29], Speed: 143.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.217, HeatmapFocal=1.566 [Epoch 104][Batch 39], Speed: 153.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 104][Batch 49], Speed: 154.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 104][Batch 59], Speed: 154.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 104][Batch 69], Speed: 135.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 104][Batch 79], Speed: 145.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 104][Batch 89], Speed: 139.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 104][Batch 99], Speed: 156.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 104][Batch 109], Speed: 153.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 104][Batch 119], Speed: 161.396 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 104][Batch 129], Speed: 147.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 139], Speed: 137.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 149], Speed: 153.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 159], Speed: 140.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 169], Speed: 145.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 179], Speed: 149.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 189], Speed: 150.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 199], Speed: 146.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 209], Speed: 152.154 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 219], Speed: 158.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 229], Speed: 144.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 239], Speed: 146.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 249], Speed: 145.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 259], Speed: 150.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 269], Speed: 145.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 279], Speed: 146.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 289], Speed: 143.381 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 299], Speed: 154.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 309], Speed: 139.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 319], Speed: 154.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 329], Speed: 155.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 339], Speed: 152.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 349], Speed: 157.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 359], Speed: 156.552 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 369], Speed: 147.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 379], Speed: 150.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 104][Batch 389], Speed: 143.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 399], Speed: 156.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 409], Speed: 165.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 419], Speed: 150.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 429], Speed: 138.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 439], Speed: 155.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 449], Speed: 153.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 459], Speed: 155.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 469], Speed: 156.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 479], Speed: 147.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 489], Speed: 153.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 499], Speed: 153.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 509], Speed: 141.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 519], Speed: 142.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 529], Speed: 151.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 539], Speed: 157.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 549], Speed: 146.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 559], Speed: 134.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 569], Speed: 145.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 579], Speed: 141.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 589], Speed: 156.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 599], Speed: 153.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 609], Speed: 142.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 619], Speed: 147.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 629], Speed: 134.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 639], Speed: 149.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 649], Speed: 147.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 104][Batch 659], Speed: 155.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 669], Speed: 133.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 679], Speed: 132.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 689], Speed: 153.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 699], Speed: 150.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 709], Speed: 147.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 719], Speed: 152.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 729], Speed: 134.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 739], Speed: 148.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 749], Speed: 153.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 759], Speed: 140.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 769], Speed: 144.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 779], Speed: 153.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 789], Speed: 144.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 799], Speed: 141.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 809], Speed: 152.423 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 819], Speed: 143.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 829], Speed: 160.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 839], Speed: 160.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 849], Speed: 143.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 859], Speed: 147.275 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 869], Speed: 156.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 879], Speed: 152.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 889], Speed: 151.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 899], Speed: 147.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 909], Speed: 149.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 919], Speed: 142.811 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 104][Batch 929], Speed: 138.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 939], Speed: 143.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 949], Speed: 156.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 959], Speed: 158.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 969], Speed: 136.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 979], Speed: 147.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 989], Speed: 145.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 999], Speed: 151.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1009], Speed: 151.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1019], Speed: 159.090 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1029], Speed: 142.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1039], Speed: 153.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1049], Speed: 150.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1059], Speed: 155.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1069], Speed: 151.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1079], Speed: 164.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1089], Speed: 153.817 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1099], Speed: 155.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1109], Speed: 151.877 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1119], Speed: 149.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1129], Speed: 167.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1139], Speed: 140.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1149], Speed: 142.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1159], Speed: 159.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1169], Speed: 162.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1179], Speed: 158.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 104][Batch 1189], Speed: 159.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 104][Batch 1199], Speed: 141.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 104][Batch 1209], Speed: 147.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 104][Batch 1219], Speed: 161.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 104] Training cost: 807.044, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 9], Speed: 139.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 19], Speed: 142.761 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 29], Speed: 154.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 39], Speed: 152.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 49], Speed: 148.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 59], Speed: 148.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 69], Speed: 144.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 79], Speed: 143.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 89], Speed: 153.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 99], Speed: 160.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 109], Speed: 153.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 119], Speed: 160.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 129], Speed: 143.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 139], Speed: 135.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 149], Speed: 143.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 159], Speed: 139.950 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 169], Speed: 146.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 179], Speed: 137.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 189], Speed: 150.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 199], Speed: 151.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 209], Speed: 156.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 219], Speed: 155.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.561 [Epoch 105][Batch 229], Speed: 165.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 105][Batch 239], Speed: 138.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 249], Speed: 137.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 259], Speed: 152.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 269], Speed: 156.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 279], Speed: 147.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 289], Speed: 147.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 299], Speed: 151.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 309], Speed: 155.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 319], Speed: 146.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 329], Speed: 148.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 339], Speed: 138.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 349], Speed: 154.811 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 359], Speed: 156.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 369], Speed: 143.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 379], Speed: 145.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 389], Speed: 145.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 399], Speed: 137.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 409], Speed: 155.735 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 419], Speed: 159.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 429], Speed: 143.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 439], Speed: 149.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 449], Speed: 159.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 459], Speed: 137.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 469], Speed: 152.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 479], Speed: 164.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 489], Speed: 148.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 499], Speed: 151.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 105][Batch 509], Speed: 150.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 519], Speed: 145.595 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 529], Speed: 151.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 539], Speed: 161.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 549], Speed: 151.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 559], Speed: 130.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 569], Speed: 151.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 579], Speed: 155.738 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 589], Speed: 156.286 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 599], Speed: 149.167 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 609], Speed: 144.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 619], Speed: 142.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 629], Speed: 143.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 639], Speed: 151.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 649], Speed: 154.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 659], Speed: 147.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 669], Speed: 140.595 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 679], Speed: 137.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 689], Speed: 157.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 699], Speed: 147.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 709], Speed: 154.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 719], Speed: 157.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 729], Speed: 148.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 739], Speed: 135.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 749], Speed: 146.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 759], Speed: 161.738 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 769], Speed: 155.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 105][Batch 779], Speed: 155.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 789], Speed: 138.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 799], Speed: 145.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 809], Speed: 153.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 819], Speed: 152.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 829], Speed: 159.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 839], Speed: 157.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 849], Speed: 145.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 859], Speed: 156.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 869], Speed: 147.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 879], Speed: 141.313 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 889], Speed: 152.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 899], Speed: 156.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 909], Speed: 140.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 919], Speed: 126.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 929], Speed: 157.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 939], Speed: 132.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 949], Speed: 157.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 959], Speed: 160.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 969], Speed: 132.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 979], Speed: 153.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 989], Speed: 150.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 999], Speed: 146.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 1009], Speed: 155.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 1019], Speed: 152.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 1029], Speed: 147.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 1039], Speed: 146.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 105][Batch 1049], Speed: 152.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1059], Speed: 145.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1069], Speed: 144.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1079], Speed: 156.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1089], Speed: 140.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1099], Speed: 151.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1109], Speed: 142.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1119], Speed: 160.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1129], Speed: 156.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1139], Speed: 147.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1149], Speed: 140.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1159], Speed: 159.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1169], Speed: 142.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1179], Speed: 160.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1189], Speed: 145.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1199], Speed: 162.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1209], Speed: 149.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105][Batch 1219], Speed: 139.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 105] Training cost: 807.033, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 106][Batch 9], Speed: 145.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 106][Batch 19], Speed: 139.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 106][Batch 29], Speed: 140.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.557 [Epoch 106][Batch 39], Speed: 138.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 106][Batch 49], Speed: 150.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 106][Batch 59], Speed: 151.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 106][Batch 69], Speed: 152.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 106][Batch 79], Speed: 149.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 106][Batch 89], Speed: 135.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 106][Batch 99], Speed: 155.873 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 106][Batch 109], Speed: 134.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 106][Batch 119], Speed: 154.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 106][Batch 129], Speed: 139.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 139], Speed: 147.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 149], Speed: 142.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 159], Speed: 149.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 169], Speed: 147.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 179], Speed: 152.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 189], Speed: 141.003 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 199], Speed: 138.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 209], Speed: 144.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 219], Speed: 138.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 229], Speed: 146.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 239], Speed: 150.931 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 249], Speed: 131.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 259], Speed: 140.270 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 269], Speed: 149.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 279], Speed: 153.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 289], Speed: 135.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 299], Speed: 154.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 309], Speed: 132.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 319], Speed: 141.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 329], Speed: 140.947 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 339], Speed: 151.501 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 349], Speed: 141.333 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 359], Speed: 152.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 106][Batch 369], Speed: 145.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 379], Speed: 139.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 389], Speed: 139.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 399], Speed: 151.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 409], Speed: 152.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 419], Speed: 153.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 429], Speed: 152.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 439], Speed: 129.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 449], Speed: 150.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 459], Speed: 148.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 469], Speed: 148.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 479], Speed: 158.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 489], Speed: 153.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 499], Speed: 145.653 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 509], Speed: 144.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 519], Speed: 138.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 529], Speed: 156.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 539], Speed: 152.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 549], Speed: 144.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 559], Speed: 135.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 569], Speed: 138.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 579], Speed: 155.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 589], Speed: 150.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 599], Speed: 151.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 609], Speed: 147.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 619], Speed: 139.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 629], Speed: 135.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.555 [Epoch 106][Batch 639], Speed: 154.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 649], Speed: 147.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 659], Speed: 140.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 669], Speed: 153.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 679], Speed: 144.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 689], Speed: 141.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 699], Speed: 147.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 709], Speed: 148.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 719], Speed: 159.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 729], Speed: 154.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 739], Speed: 145.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 749], Speed: 141.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 759], Speed: 150.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 769], Speed: 156.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 779], Speed: 139.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 789], Speed: 140.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 799], Speed: 149.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 809], Speed: 123.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 819], Speed: 151.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 829], Speed: 155.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 839], Speed: 152.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 849], Speed: 154.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 859], Speed: 150.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 869], Speed: 143.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 879], Speed: 149.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 889], Speed: 159.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 899], Speed: 147.400 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.554 [Epoch 106][Batch 909], Speed: 151.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 919], Speed: 153.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 929], Speed: 140.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 939], Speed: 156.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 949], Speed: 146.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 959], Speed: 159.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 969], Speed: 146.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 979], Speed: 129.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 989], Speed: 149.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 999], Speed: 154.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1009], Speed: 148.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1019], Speed: 141.056 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1029], Speed: 142.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1039], Speed: 137.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1049], Speed: 131.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1059], Speed: 146.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1069], Speed: 152.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1079], Speed: 148.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1089], Speed: 146.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1099], Speed: 140.696 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1109], Speed: 155.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1119], Speed: 160.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1129], Speed: 144.850 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1139], Speed: 155.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1149], Speed: 141.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1159], Speed: 160.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1169], Speed: 149.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1179], Speed: 151.853 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.553 [Epoch 106][Batch 1189], Speed: 154.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 106][Batch 1199], Speed: 163.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 106][Batch 1209], Speed: 146.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 106][Batch 1219], Speed: 155.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 106] Training cost: 808.919, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 9], Speed: 145.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.218, HeatmapFocal=1.552 [Epoch 107][Batch 19], Speed: 147.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.552 [Epoch 107][Batch 29], Speed: 137.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 39], Speed: 147.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 49], Speed: 149.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 59], Speed: 153.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 69], Speed: 144.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 79], Speed: 142.485 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 89], Speed: 140.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 99], Speed: 156.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 109], Speed: 147.251 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 119], Speed: 151.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 129], Speed: 155.877 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 139], Speed: 146.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 149], Speed: 153.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 159], Speed: 148.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 169], Speed: 146.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 179], Speed: 151.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 107][Batch 189], Speed: 144.003 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 199], Speed: 149.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 209], Speed: 136.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 219], Speed: 160.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 229], Speed: 148.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 239], Speed: 148.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.552 [Epoch 107][Batch 249], Speed: 149.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 259], Speed: 152.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 269], Speed: 143.744 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 279], Speed: 151.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 289], Speed: 137.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 299], Speed: 154.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 309], Speed: 146.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 319], Speed: 144.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 329], Speed: 137.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 339], Speed: 153.653 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 349], Speed: 139.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 359], Speed: 160.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 369], Speed: 134.539 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 379], Speed: 140.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 389], Speed: 145.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 399], Speed: 153.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 409], Speed: 143.398 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 419], Speed: 149.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 429], Speed: 148.632 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 439], Speed: 153.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 449], Speed: 141.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 459], Speed: 147.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 469], Speed: 138.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 479], Speed: 153.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 489], Speed: 142.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 499], Speed: 156.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 509], Speed: 153.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.551 [Epoch 107][Batch 519], Speed: 137.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 529], Speed: 141.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 539], Speed: 141.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 549], Speed: 133.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 559], Speed: 145.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 569], Speed: 150.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 579], Speed: 151.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 589], Speed: 150.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 599], Speed: 149.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 609], Speed: 156.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 619], Speed: 150.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 629], Speed: 142.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 639], Speed: 146.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 649], Speed: 150.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 659], Speed: 154.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 669], Speed: 149.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 679], Speed: 138.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 689], Speed: 152.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 699], Speed: 158.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 709], Speed: 152.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 719], Speed: 154.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 729], Speed: 134.684 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 739], Speed: 129.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 749], Speed: 142.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 759], Speed: 150.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 769], Speed: 141.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 779], Speed: 156.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.550 [Epoch 107][Batch 789], Speed: 149.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 799], Speed: 145.873 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 809], Speed: 142.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 819], Speed: 158.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 829], Speed: 142.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 839], Speed: 138.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 849], Speed: 142.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 859], Speed: 152.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 869], Speed: 146.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 879], Speed: 149.407 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 889], Speed: 143.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 899], Speed: 152.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 909], Speed: 146.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 919], Speed: 142.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 929], Speed: 144.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 939], Speed: 156.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 949], Speed: 153.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 959], Speed: 152.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 969], Speed: 146.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 979], Speed: 147.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 989], Speed: 151.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 999], Speed: 149.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 1009], Speed: 138.452 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 1019], Speed: 153.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 1029], Speed: 143.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 1039], Speed: 146.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 1049], Speed: 145.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 1059], Speed: 156.295 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.549 [Epoch 107][Batch 1069], Speed: 139.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1079], Speed: 156.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1089], Speed: 152.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1099], Speed: 146.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1109], Speed: 149.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1119], Speed: 147.746 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1129], Speed: 153.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1139], Speed: 153.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1149], Speed: 164.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1159], Speed: 142.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1169], Speed: 145.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1179], Speed: 149.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1189], Speed: 136.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1199], Speed: 163.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1209], Speed: 149.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107][Batch 1219], Speed: 147.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 107] Training cost: 812.602, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 108][Batch 9], Speed: 150.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 108][Batch 19], Speed: 148.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.548 [Epoch 108][Batch 29], Speed: 140.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 108][Batch 39], Speed: 151.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 108][Batch 49], Speed: 159.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 108][Batch 59], Speed: 143.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 108][Batch 69], Speed: 150.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 108][Batch 79], Speed: 151.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 108][Batch 89], Speed: 140.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 108][Batch 99], Speed: 150.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 108][Batch 109], Speed: 157.484 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 108][Batch 119], Speed: 160.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 108][Batch 129], Speed: 150.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 139], Speed: 154.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 149], Speed: 144.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 159], Speed: 155.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 169], Speed: 139.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 179], Speed: 140.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 189], Speed: 134.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 199], Speed: 141.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.547 [Epoch 108][Batch 209], Speed: 151.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.547 [Epoch 108][Batch 219], Speed: 149.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.547 [Epoch 108][Batch 229], Speed: 137.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.547 [Epoch 108][Batch 239], Speed: 157.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.547 [Epoch 108][Batch 249], Speed: 147.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.547 [Epoch 108][Batch 259], Speed: 142.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.547 [Epoch 108][Batch 269], Speed: 148.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.547 [Epoch 108][Batch 279], Speed: 153.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 289], Speed: 152.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 299], Speed: 155.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 309], Speed: 144.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 319], Speed: 144.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 329], Speed: 140.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 339], Speed: 157.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 349], Speed: 131.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 359], Speed: 141.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 369], Speed: 148.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 379], Speed: 147.696 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 389], Speed: 139.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 399], Speed: 153.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.547 [Epoch 108][Batch 409], Speed: 150.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 419], Speed: 154.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 429], Speed: 145.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 439], Speed: 152.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 449], Speed: 150.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 459], Speed: 155.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 469], Speed: 148.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 479], Speed: 148.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 489], Speed: 141.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 499], Speed: 149.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 509], Speed: 144.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 519], Speed: 144.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 529], Speed: 155.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 539], Speed: 150.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 549], Speed: 145.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 559], Speed: 138.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 569], Speed: 144.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 579], Speed: 154.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 589], Speed: 141.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 599], Speed: 149.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 609], Speed: 147.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 619], Speed: 143.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 629], Speed: 135.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 639], Speed: 146.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 649], Speed: 148.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 659], Speed: 146.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 669], Speed: 134.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 679], Speed: 146.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.546 [Epoch 108][Batch 689], Speed: 146.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 699], Speed: 148.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 709], Speed: 149.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 719], Speed: 147.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 729], Speed: 140.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 739], Speed: 147.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 749], Speed: 147.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 759], Speed: 159.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 769], Speed: 146.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 779], Speed: 155.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 789], Speed: 153.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 799], Speed: 157.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 809], Speed: 147.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 819], Speed: 153.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 829], Speed: 155.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 839], Speed: 157.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 849], Speed: 136.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 859], Speed: 139.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 869], Speed: 145.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 879], Speed: 157.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 889], Speed: 147.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 899], Speed: 152.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 909], Speed: 139.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 919], Speed: 151.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 929], Speed: 141.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 939], Speed: 148.396 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 949], Speed: 142.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 959], Speed: 151.473 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.545 [Epoch 108][Batch 969], Speed: 143.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 979], Speed: 149.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 989], Speed: 133.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 999], Speed: 149.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1009], Speed: 139.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1019], Speed: 151.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1029], Speed: 138.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1039], Speed: 146.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1049], Speed: 148.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1059], Speed: 157.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1069], Speed: 152.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1079], Speed: 156.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1089], Speed: 146.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1099], Speed: 151.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1109], Speed: 145.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1119], Speed: 161.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1129], Speed: 150.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1139], Speed: 151.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1149], Speed: 150.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1159], Speed: 151.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1169], Speed: 148.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1179], Speed: 153.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1189], Speed: 154.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1199], Speed: 152.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1209], Speed: 149.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108][Batch 1219], Speed: 143.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 108] Training cost: 803.535, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 109][Batch 9], Speed: 136.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.214, HeatmapFocal=1.544 [Epoch 109][Batch 19], Speed: 150.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 109][Batch 29], Speed: 159.920 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 109][Batch 39], Speed: 151.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 49], Speed: 159.730 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 109][Batch 59], Speed: 152.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 69], Speed: 146.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 79], Speed: 158.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 89], Speed: 159.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 99], Speed: 152.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 109], Speed: 150.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 119], Speed: 158.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 129], Speed: 147.287 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 139], Speed: 139.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 149], Speed: 155.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 159], Speed: 148.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 169], Speed: 160.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 179], Speed: 152.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 189], Speed: 151.501 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 199], Speed: 144.850 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 209], Speed: 162.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 219], Speed: 154.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 229], Speed: 160.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 239], Speed: 162.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 249], Speed: 144.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 259], Speed: 143.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 269], Speed: 152.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 279], Speed: 150.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 289], Speed: 156.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 299], Speed: 156.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.543 [Epoch 109][Batch 309], Speed: 147.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 319], Speed: 139.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 329], Speed: 154.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 339], Speed: 155.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 349], Speed: 156.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 359], Speed: 153.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 369], Speed: 146.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 379], Speed: 142.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 389], Speed: 148.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 399], Speed: 147.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 409], Speed: 157.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 419], Speed: 150.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 429], Speed: 155.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 439], Speed: 151.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 449], Speed: 148.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 459], Speed: 154.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 469], Speed: 144.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 479], Speed: 143.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 489], Speed: 147.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 499], Speed: 143.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 509], Speed: 133.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 519], Speed: 160.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 529], Speed: 155.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 539], Speed: 141.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 549], Speed: 154.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 559], Speed: 139.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 569], Speed: 148.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.542 [Epoch 109][Batch 579], Speed: 147.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 589], Speed: 155.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 599], Speed: 157.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 609], Speed: 145.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 619], Speed: 144.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 629], Speed: 152.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 639], Speed: 151.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 649], Speed: 154.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 659], Speed: 147.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 669], Speed: 154.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 679], Speed: 148.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 689], Speed: 144.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 699], Speed: 164.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 709], Speed: 152.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 719], Speed: 146.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 729], Speed: 151.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 739], Speed: 142.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 749], Speed: 149.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 759], Speed: 162.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 769], Speed: 154.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 779], Speed: 157.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 789], Speed: 148.235 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 799], Speed: 159.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 809], Speed: 155.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 819], Speed: 152.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 829], Speed: 144.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 839], Speed: 157.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 849], Speed: 155.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 859], Speed: 138.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.541 [Epoch 109][Batch 869], Speed: 150.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 879], Speed: 165.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 889], Speed: 152.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 899], Speed: 161.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 909], Speed: 152.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 919], Speed: 139.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 929], Speed: 144.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 939], Speed: 161.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 949], Speed: 146.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 959], Speed: 145.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 969], Speed: 150.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 979], Speed: 148.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 989], Speed: 147.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 999], Speed: 157.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1009], Speed: 155.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1019], Speed: 155.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1029], Speed: 142.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1039], Speed: 134.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1049], Speed: 152.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1059], Speed: 157.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1069], Speed: 150.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1079], Speed: 153.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1089], Speed: 149.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1099], Speed: 140.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1109], Speed: 145.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1119], Speed: 142.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1129], Speed: 146.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1139], Speed: 158.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 109][Batch 1149], Speed: 141.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 109][Batch 1159], Speed: 156.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 109][Batch 1169], Speed: 167.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 109][Batch 1179], Speed: 152.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 109][Batch 1189], Speed: 153.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 109][Batch 1199], Speed: 164.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 109][Batch 1209], Speed: 143.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 109][Batch 1219], Speed: 145.532 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 109] Training cost: 805.424, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 9], Speed: 138.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 19], Speed: 135.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 29], Speed: 128.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 39], Speed: 145.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 49], Speed: 147.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 59], Speed: 153.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 69], Speed: 145.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 79], Speed: 150.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 89], Speed: 149.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 99], Speed: 147.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 109], Speed: 157.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 119], Speed: 143.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 129], Speed: 141.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 139], Speed: 139.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 149], Speed: 141.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 159], Speed: 147.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 169], Speed: 138.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 179], Speed: 153.398 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 189], Speed: 139.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 199], Speed: 157.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.539 [Epoch 110][Batch 209], Speed: 131.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 219], Speed: 148.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 229], Speed: 159.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 239], Speed: 157.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 249], Speed: 152.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 259], Speed: 153.911 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 269], Speed: 148.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 279], Speed: 151.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 289], Speed: 150.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 299], Speed: 158.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 309], Speed: 143.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 319], Speed: 141.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 329], Speed: 152.228 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 339], Speed: 154.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 349], Speed: 161.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 359], Speed: 150.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 369], Speed: 131.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 379], Speed: 152.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 389], Speed: 127.602 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 399], Speed: 151.768 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 409], Speed: 159.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 419], Speed: 149.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 429], Speed: 143.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 439], Speed: 148.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 449], Speed: 146.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 459], Speed: 150.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.538 [Epoch 110][Batch 469], Speed: 147.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 110][Batch 479], Speed: 158.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 110][Batch 489], Speed: 144.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 110][Batch 499], Speed: 149.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 110][Batch 509], Speed: 151.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 519], Speed: 141.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 529], Speed: 135.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 539], Speed: 151.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 549], Speed: 145.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 110][Batch 559], Speed: 138.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 569], Speed: 149.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 579], Speed: 134.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 589], Speed: 145.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 599], Speed: 154.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 609], Speed: 145.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 619], Speed: 155.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 629], Speed: 148.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 639], Speed: 147.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 649], Speed: 136.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 659], Speed: 146.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 669], Speed: 132.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 679], Speed: 146.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 689], Speed: 147.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 699], Speed: 157.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 709], Speed: 152.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 719], Speed: 153.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 729], Speed: 139.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 739], Speed: 152.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 749], Speed: 131.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 759], Speed: 143.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 769], Speed: 142.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.537 [Epoch 110][Batch 779], Speed: 156.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 789], Speed: 140.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 799], Speed: 146.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 809], Speed: 143.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 819], Speed: 151.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 829], Speed: 138.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 839], Speed: 159.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 849], Speed: 143.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 859], Speed: 152.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 869], Speed: 145.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 879], Speed: 160.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 889], Speed: 155.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 899], Speed: 152.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 909], Speed: 147.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 919], Speed: 157.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 929], Speed: 154.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 939], Speed: 148.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 949], Speed: 143.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 959], Speed: 154.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 969], Speed: 133.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 979], Speed: 132.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 989], Speed: 131.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 999], Speed: 154.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 1009], Speed: 156.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 1019], Speed: 155.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 1029], Speed: 140.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 1039], Speed: 124.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 1049], Speed: 140.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 1059], Speed: 139.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 110][Batch 1069], Speed: 143.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1079], Speed: 159.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1089], Speed: 134.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1099], Speed: 145.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1109], Speed: 160.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1119], Speed: 134.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1129], Speed: 149.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1139], Speed: 152.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1149], Speed: 143.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1159], Speed: 147.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1169], Speed: 154.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1179], Speed: 151.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1189], Speed: 147.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1199], Speed: 145.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1209], Speed: 128.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 110][Batch 1219], Speed: 143.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 110] Training cost: 811.586, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 110] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.544 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.377 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.132 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.299 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.450 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.197 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.507 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.702 person=45.2 bicycle=23.9 car=30.9 motorcycle=38.9 airplane=62.5 bus=60.9 train=65.2 truck=30.0 boat=19.5 traffic light=18.4 fire hydrant=61.2 stop sign=57.5 parking meter=37.2 bench=21.9 bird=26.1 cat=66.0 dog=60.5 horse=52.9 sheep=46.3 cow=46.2 elephant=62.5 bear=73.7 zebra=62.8 giraffe=64.8 backpack=10.9 umbrella=35.3 handbag=10.6 tie=23.5 suitcase=33.0 frisbee=49.0 skis=18.1 snowboard=26.3 sports ball=28.7 kite=31.0 baseball bat=20.2 baseball glove=26.0 skateboard=46.6 surfboard=29.0 tennis racket=39.0 bottle=26.8 wine glass=25.4 cup=32.5 fork=26.9 knife=11.7 spoon=13.4 bowl=32.9 banana=21.0 apple=17.3 sandwich=32.5 orange=27.7 broccoli=18.3 carrot=17.7 hot dog=29.3 pizza=44.9 donut=38.0 cake=32.0 chair=22.9 couch=43.5 potted plant=23.8 bed=45.4 dining table=26.1 toilet=60.0 tv=53.6 laptop=54.9 mouse=48.6 remote=19.1 keyboard=45.0 cell phone=26.8 microwave=48.4 oven=32.0 toaster=29.4 sink=30.9 refrigerator=53.3 book=5.7 clock=42.3 vase=29.5 scissors=25.5 teddy bear=44.0 hair drier=1.1 toothbrush=19.7 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =35.5 [Epoch 111][Batch 9], Speed: 148.287 samples/sec, LR=3.7500000000000003e-05, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 19], Speed: 147.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 29], Speed: 152.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.216, HeatmapFocal=1.535 [Epoch 111][Batch 39], Speed: 152.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 49], Speed: 139.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 59], Speed: 151.801 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 69], Speed: 139.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 79], Speed: 155.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 89], Speed: 144.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 99], Speed: 154.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 109], Speed: 154.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 119], Speed: 155.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 111][Batch 129], Speed: 148.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 139], Speed: 149.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 149], Speed: 162.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 159], Speed: 157.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 169], Speed: 126.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 179], Speed: 140.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 189], Speed: 155.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 199], Speed: 156.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 209], Speed: 152.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 219], Speed: 158.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 229], Speed: 146.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 239], Speed: 157.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 249], Speed: 135.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 259], Speed: 157.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 269], Speed: 155.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 279], Speed: 160.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 289], Speed: 154.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 299], Speed: 160.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 309], Speed: 143.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 319], Speed: 158.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 329], Speed: 153.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 339], Speed: 149.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 349], Speed: 153.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 359], Speed: 161.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 369], Speed: 137.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 379], Speed: 142.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 111][Batch 389], Speed: 152.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 399], Speed: 139.331 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 409], Speed: 151.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.534 [Epoch 111][Batch 419], Speed: 153.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 429], Speed: 149.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 439], Speed: 133.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 449], Speed: 149.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 459], Speed: 153.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 469], Speed: 143.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 479], Speed: 143.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 489], Speed: 155.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 499], Speed: 150.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 509], Speed: 149.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 519], Speed: 143.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 529], Speed: 143.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 539], Speed: 157.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 549], Speed: 147.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 559], Speed: 151.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 569], Speed: 147.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 579], Speed: 151.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 589], Speed: 146.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 599], Speed: 162.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 609], Speed: 150.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 619], Speed: 148.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 629], Speed: 147.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 639], Speed: 146.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 649], Speed: 137.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 659], Speed: 162.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 669], Speed: 147.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 679], Speed: 154.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 689], Speed: 134.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.533 [Epoch 111][Batch 699], Speed: 153.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 709], Speed: 133.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 719], Speed: 139.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 729], Speed: 142.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 739], Speed: 158.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 749], Speed: 143.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 759], Speed: 145.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 769], Speed: 149.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 779], Speed: 155.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 789], Speed: 152.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 799], Speed: 148.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 809], Speed: 149.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 819], Speed: 147.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 829], Speed: 139.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 839], Speed: 162.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 849], Speed: 135.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 859], Speed: 152.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 869], Speed: 158.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 879], Speed: 151.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 889], Speed: 148.676 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 899], Speed: 145.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 909], Speed: 153.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 919], Speed: 151.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 929], Speed: 149.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 939], Speed: 152.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 949], Speed: 147.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 959], Speed: 158.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 969], Speed: 144.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 979], Speed: 136.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 111][Batch 989], Speed: 143.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 999], Speed: 149.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1009], Speed: 137.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1019], Speed: 153.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1029], Speed: 143.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1039], Speed: 151.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1049], Speed: 156.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1059], Speed: 153.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1069], Speed: 142.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1079], Speed: 155.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1089], Speed: 145.676 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1099], Speed: 145.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1109], Speed: 151.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1119], Speed: 153.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1129], Speed: 162.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1139], Speed: 138.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1149], Speed: 139.400 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1159], Speed: 161.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1169], Speed: 143.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1179], Speed: 140.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1189], Speed: 147.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1199], Speed: 154.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1209], Speed: 151.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111][Batch 1219], Speed: 162.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 111] Training cost: 803.691, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 112][Batch 9], Speed: 142.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.531 [Epoch 112][Batch 19], Speed: 139.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 112][Batch 29], Speed: 143.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 112][Batch 39], Speed: 149.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 112][Batch 49], Speed: 153.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.531 [Epoch 112][Batch 59], Speed: 152.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 69], Speed: 142.950 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 79], Speed: 151.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 89], Speed: 155.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 99], Speed: 155.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 109], Speed: 149.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 119], Speed: 155.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 129], Speed: 142.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 139], Speed: 144.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 149], Speed: 147.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 159], Speed: 147.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 169], Speed: 153.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 179], Speed: 162.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 189], Speed: 151.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 199], Speed: 149.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 209], Speed: 151.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 219], Speed: 148.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 229], Speed: 151.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 239], Speed: 154.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 249], Speed: 149.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 259], Speed: 147.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 269], Speed: 143.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 279], Speed: 155.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 289], Speed: 153.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 299], Speed: 156.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 309], Speed: 139.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 319], Speed: 134.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 329], Speed: 148.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 339], Speed: 151.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.530 [Epoch 112][Batch 349], Speed: 154.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 359], Speed: 156.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 369], Speed: 149.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 379], Speed: 148.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 389], Speed: 147.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 399], Speed: 143.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 409], Speed: 154.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 419], Speed: 156.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 429], Speed: 139.333 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 439], Speed: 150.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 449], Speed: 145.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 459], Speed: 135.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 469], Speed: 149.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 479], Speed: 156.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 489], Speed: 133.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 499], Speed: 143.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 509], Speed: 152.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 519], Speed: 138.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 529], Speed: 137.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 539], Speed: 148.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 549], Speed: 141.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 559], Speed: 149.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 569], Speed: 152.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 579], Speed: 142.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 589], Speed: 159.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 599], Speed: 155.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 609], Speed: 146.026 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 619], Speed: 148.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 629], Speed: 142.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.529 [Epoch 112][Batch 639], Speed: 148.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 649], Speed: 148.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 659], Speed: 152.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 669], Speed: 147.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 679], Speed: 141.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 689], Speed: 155.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 699], Speed: 143.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 709], Speed: 147.160 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 719], Speed: 153.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 729], Speed: 148.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 739], Speed: 135.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 749], Speed: 144.861 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 759], Speed: 148.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 769], Speed: 150.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 779], Speed: 154.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 789], Speed: 149.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 799], Speed: 144.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 809], Speed: 147.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 819], Speed: 152.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 829], Speed: 149.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 839], Speed: 150.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 849], Speed: 149.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 859], Speed: 152.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 869], Speed: 146.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 879], Speed: 141.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 889], Speed: 155.595 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 899], Speed: 155.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 909], Speed: 149.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 919], Speed: 142.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.528 [Epoch 112][Batch 929], Speed: 153.501 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 939], Speed: 139.362 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 949], Speed: 157.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 959], Speed: 156.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 969], Speed: 149.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 979], Speed: 149.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 989], Speed: 160.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 999], Speed: 150.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1009], Speed: 158.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1019], Speed: 148.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1029], Speed: 145.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1039], Speed: 143.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1049], Speed: 152.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1059], Speed: 144.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1069], Speed: 154.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1079], Speed: 158.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1089], Speed: 142.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1099], Speed: 149.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1109], Speed: 167.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1119], Speed: 148.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1129], Speed: 157.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1139], Speed: 154.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1149], Speed: 151.341 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1159], Speed: 146.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1169], Speed: 163.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1179], Speed: 148.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1189], Speed: 159.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1199], Speed: 162.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1209], Speed: 147.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112][Batch 1219], Speed: 144.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.527 [Epoch 112] Training cost: 805.154, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.526 [Epoch 113][Batch 9], Speed: 134.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.526 [Epoch 113][Batch 19], Speed: 142.724 samples/sec, LR=3.7500000000000003e-05, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 29], Speed: 144.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 39], Speed: 139.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 49], Speed: 147.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 59], Speed: 156.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 69], Speed: 144.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 79], Speed: 135.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 89], Speed: 145.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 99], Speed: 149.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 109], Speed: 150.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 119], Speed: 156.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 129], Speed: 137.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 139], Speed: 157.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.526 [Epoch 113][Batch 149], Speed: 150.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.526 [Epoch 113][Batch 159], Speed: 137.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.526 [Epoch 113][Batch 169], Speed: 153.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.526 [Epoch 113][Batch 179], Speed: 153.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 189], Speed: 151.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.526 [Epoch 113][Batch 199], Speed: 148.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.526 [Epoch 113][Batch 209], Speed: 152.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.526 [Epoch 113][Batch 219], Speed: 144.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.526 [Epoch 113][Batch 229], Speed: 152.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 239], Speed: 140.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 249], Speed: 139.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 259], Speed: 154.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.526 [Epoch 113][Batch 269], Speed: 145.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 279], Speed: 156.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 289], Speed: 151.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 113][Batch 299], Speed: 152.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 309], Speed: 142.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 319], Speed: 140.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 329], Speed: 130.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 339], Speed: 151.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 349], Speed: 157.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 359], Speed: 147.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 369], Speed: 137.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 379], Speed: 136.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 389], Speed: 134.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 399], Speed: 134.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 409], Speed: 151.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 419], Speed: 140.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 429], Speed: 155.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 439], Speed: 139.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 449], Speed: 151.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 459], Speed: 141.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 469], Speed: 155.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 479], Speed: 148.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 489], Speed: 136.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 499], Speed: 156.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 509], Speed: 139.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 519], Speed: 143.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 529], Speed: 144.187 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 539], Speed: 157.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 549], Speed: 146.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 559], Speed: 153.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 569], Speed: 150.911 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 579], Speed: 139.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 113][Batch 589], Speed: 149.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 599], Speed: 159.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 609], Speed: 143.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 619], Speed: 155.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 629], Speed: 144.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 639], Speed: 147.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 649], Speed: 158.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 659], Speed: 156.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 669], Speed: 142.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 679], Speed: 150.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 689], Speed: 143.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 699], Speed: 150.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 709], Speed: 142.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 719], Speed: 147.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 729], Speed: 139.950 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 739], Speed: 143.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 749], Speed: 151.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 759], Speed: 149.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 769], Speed: 153.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 779], Speed: 162.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 789], Speed: 144.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 799], Speed: 145.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 809], Speed: 148.091 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 819], Speed: 155.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 829], Speed: 144.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 839], Speed: 157.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 849], Speed: 145.923 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 859], Speed: 157.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 869], Speed: 150.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 879], Speed: 151.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 113][Batch 889], Speed: 152.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 899], Speed: 153.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 909], Speed: 143.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 919], Speed: 138.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 929], Speed: 158.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 939], Speed: 145.942 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 949], Speed: 142.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 959], Speed: 147.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 969], Speed: 131.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 979], Speed: 149.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 989], Speed: 154.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 999], Speed: 151.923 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1009], Speed: 156.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1019], Speed: 157.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1029], Speed: 145.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1039], Speed: 143.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1049], Speed: 151.167 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1059], Speed: 150.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1069], Speed: 155.187 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1079], Speed: 154.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1089], Speed: 145.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1099], Speed: 147.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1109], Speed: 151.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1119], Speed: 155.270 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1129], Speed: 152.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1139], Speed: 158.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1149], Speed: 153.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1159], Speed: 152.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1169], Speed: 150.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 113][Batch 1179], Speed: 158.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 113][Batch 1189], Speed: 148.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 113][Batch 1199], Speed: 157.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 113][Batch 1209], Speed: 151.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 113][Batch 1219], Speed: 150.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 113] Training cost: 812.210, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 9], Speed: 137.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.217, HeatmapFocal=1.522 [Epoch 114][Batch 19], Speed: 145.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.522 [Epoch 114][Batch 29], Speed: 137.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.216, HeatmapFocal=1.522 [Epoch 114][Batch 39], Speed: 155.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.522 [Epoch 114][Batch 49], Speed: 154.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.522 [Epoch 114][Batch 59], Speed: 150.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.522 [Epoch 114][Batch 69], Speed: 148.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.522 [Epoch 114][Batch 79], Speed: 137.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.522 [Epoch 114][Batch 89], Speed: 155.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.522 [Epoch 114][Batch 99], Speed: 146.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 109], Speed: 158.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 119], Speed: 157.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 129], Speed: 145.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 139], Speed: 142.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 149], Speed: 150.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 159], Speed: 157.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 169], Speed: 137.067 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 179], Speed: 150.167 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 189], Speed: 145.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 199], Speed: 153.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 209], Speed: 142.187 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 219], Speed: 154.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 229], Speed: 160.284 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 239], Speed: 157.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 114][Batch 249], Speed: 151.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 259], Speed: 147.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 269], Speed: 130.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 279], Speed: 137.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 289], Speed: 153.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 299], Speed: 160.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 309], Speed: 131.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 319], Speed: 142.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 329], Speed: 139.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 339], Speed: 150.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 349], Speed: 159.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 359], Speed: 155.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 369], Speed: 154.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 379], Speed: 137.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 389], Speed: 143.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 399], Speed: 144.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 409], Speed: 139.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 419], Speed: 153.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 429], Speed: 138.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 439], Speed: 146.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 449], Speed: 149.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 459], Speed: 149.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 469], Speed: 152.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 479], Speed: 161.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 489], Speed: 144.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 499], Speed: 136.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 509], Speed: 141.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 519], Speed: 151.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 529], Speed: 138.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 539], Speed: 157.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 114][Batch 549], Speed: 141.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 559], Speed: 149.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 569], Speed: 154.666 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 579], Speed: 147.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 589], Speed: 139.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 599], Speed: 151.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 609], Speed: 143.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 619], Speed: 131.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 629], Speed: 149.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 639], Speed: 149.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 649], Speed: 147.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 659], Speed: 156.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 669], Speed: 144.559 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 679], Speed: 141.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 689], Speed: 150.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 699], Speed: 151.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 709], Speed: 129.464 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 719], Speed: 155.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.520 [Epoch 114][Batch 729], Speed: 152.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.520 [Epoch 114][Batch 739], Speed: 140.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.520 [Epoch 114][Batch 749], Speed: 145.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.520 [Epoch 114][Batch 759], Speed: 134.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 769], Speed: 161.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 779], Speed: 137.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 114][Batch 789], Speed: 149.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.520 [Epoch 114][Batch 799], Speed: 144.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.520 [Epoch 114][Batch 809], Speed: 138.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.520 [Epoch 114][Batch 819], Speed: 155.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.520 [Epoch 114][Batch 829], Speed: 157.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.520 [Epoch 114][Batch 839], Speed: 151.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.520 [Epoch 114][Batch 849], Speed: 154.602 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 859], Speed: 145.666 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 869], Speed: 148.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 879], Speed: 149.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 889], Speed: 156.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 899], Speed: 148.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 909], Speed: 149.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 919], Speed: 147.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 929], Speed: 148.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 939], Speed: 141.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 949], Speed: 150.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 959], Speed: 157.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 969], Speed: 156.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 979], Speed: 156.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 989], Speed: 151.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 999], Speed: 149.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1009], Speed: 163.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1019], Speed: 155.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1029], Speed: 150.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1039], Speed: 144.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1049], Speed: 148.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1059], Speed: 146.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1069], Speed: 158.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1079], Speed: 155.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1089], Speed: 148.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1099], Speed: 139.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1109], Speed: 150.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1119], Speed: 128.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1129], Speed: 143.125 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1139], Speed: 162.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.519 [Epoch 114][Batch 1149], Speed: 149.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 114][Batch 1159], Speed: 148.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 114][Batch 1169], Speed: 155.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 114][Batch 1179], Speed: 157.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 114][Batch 1189], Speed: 150.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 114][Batch 1199], Speed: 152.475 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 114][Batch 1209], Speed: 162.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 114][Batch 1219], Speed: 152.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 114] Training cost: 809.842, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 115][Batch 9], Speed: 142.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.213, HeatmapFocal=1.518 [Epoch 115][Batch 19], Speed: 150.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 115][Batch 29], Speed: 137.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 115][Batch 39], Speed: 153.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 115][Batch 49], Speed: 156.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 115][Batch 59], Speed: 151.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 69], Speed: 142.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 115][Batch 79], Speed: 154.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 115][Batch 89], Speed: 136.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 99], Speed: 148.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 109], Speed: 157.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 119], Speed: 157.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 129], Speed: 135.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 139], Speed: 157.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 149], Speed: 155.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 159], Speed: 150.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 169], Speed: 152.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 179], Speed: 156.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 189], Speed: 143.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 199], Speed: 154.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 209], Speed: 148.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 115][Batch 219], Speed: 155.139 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.518 [Epoch 115][Batch 229], Speed: 155.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 115][Batch 239], Speed: 160.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 115][Batch 249], Speed: 143.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 115][Batch 259], Speed: 155.724 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 115][Batch 269], Speed: 146.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 115][Batch 279], Speed: 151.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 115][Batch 289], Speed: 154.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 115][Batch 299], Speed: 158.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 309], Speed: 143.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 319], Speed: 146.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 329], Speed: 151.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 339], Speed: 142.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 115][Batch 349], Speed: 158.932 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 359], Speed: 162.752 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 369], Speed: 149.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 379], Speed: 158.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 389], Speed: 143.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 399], Speed: 138.799 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 409], Speed: 142.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 419], Speed: 162.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 429], Speed: 141.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 439], Speed: 137.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 449], Speed: 143.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 459], Speed: 147.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 469], Speed: 144.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 479], Speed: 157.768 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 489], Speed: 150.400 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 499], Speed: 134.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 509], Speed: 142.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 519], Speed: 137.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 115][Batch 529], Speed: 144.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 539], Speed: 162.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 549], Speed: 143.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 559], Speed: 160.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 569], Speed: 137.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 579], Speed: 125.654 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 589], Speed: 154.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 599], Speed: 159.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 609], Speed: 141.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 619], Speed: 148.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 629], Speed: 144.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 639], Speed: 145.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 649], Speed: 140.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 659], Speed: 165.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 669], Speed: 142.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 679], Speed: 149.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 689], Speed: 151.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 699], Speed: 154.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 709], Speed: 153.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 719], Speed: 159.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 729], Speed: 147.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 739], Speed: 143.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 749], Speed: 151.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 759], Speed: 140.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 769], Speed: 153.761 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 779], Speed: 161.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 789], Speed: 148.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 799], Speed: 155.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 809], Speed: 134.738 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 819], Speed: 148.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 115][Batch 829], Speed: 153.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 839], Speed: 156.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 849], Speed: 150.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 859], Speed: 150.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 869], Speed: 152.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 879], Speed: 148.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 889], Speed: 155.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 899], Speed: 157.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 909], Speed: 132.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 919], Speed: 120.196 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 929], Speed: 138.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 939], Speed: 145.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 949], Speed: 156.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 959], Speed: 144.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 969], Speed: 140.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 979], Speed: 133.407 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 989], Speed: 122.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 999], Speed: 146.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1009], Speed: 147.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1019], Speed: 156.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1029], Speed: 149.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1039], Speed: 145.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1049], Speed: 153.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1059], Speed: 141.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1069], Speed: 150.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1079], Speed: 155.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1089], Speed: 143.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1099], Speed: 154.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1109], Speed: 130.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1119], Speed: 156.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 115][Batch 1129], Speed: 148.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 115][Batch 1139], Speed: 157.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 115][Batch 1149], Speed: 155.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 115][Batch 1159], Speed: 153.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 115][Batch 1169], Speed: 153.484 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 115][Batch 1179], Speed: 142.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 115][Batch 1189], Speed: 150.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 115][Batch 1199], Speed: 153.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 115][Batch 1209], Speed: 142.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 115][Batch 1219], Speed: 151.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 115] Training cost: 808.079, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 116][Batch 9], Speed: 145.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 116][Batch 19], Speed: 153.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 29], Speed: 151.449 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 39], Speed: 153.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 49], Speed: 154.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.217, HeatmapFocal=1.514 [Epoch 116][Batch 59], Speed: 149.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 69], Speed: 150.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 79], Speed: 152.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 89], Speed: 146.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 99], Speed: 154.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 109], Speed: 147.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 119], Speed: 150.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 129], Speed: 144.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 139], Speed: 155.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 149], Speed: 157.668 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 159], Speed: 153.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 169], Speed: 153.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 179], Speed: 157.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 189], Speed: 137.653 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 199], Speed: 151.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.514 [Epoch 116][Batch 209], Speed: 151.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 219], Speed: 139.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 229], Speed: 157.514 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 239], Speed: 156.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 249], Speed: 145.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 259], Speed: 149.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 269], Speed: 152.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 279], Speed: 133.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 289], Speed: 146.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 299], Speed: 157.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 309], Speed: 148.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 319], Speed: 152.817 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 329], Speed: 155.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 339], Speed: 144.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 349], Speed: 158.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 359], Speed: 163.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 369], Speed: 141.854 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 379], Speed: 151.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 389], Speed: 157.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 399], Speed: 151.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 409], Speed: 154.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 419], Speed: 165.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 429], Speed: 130.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 439], Speed: 146.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 449], Speed: 151.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 459], Speed: 151.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 469], Speed: 149.232 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 479], Speed: 150.479 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 489], Speed: 142.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 499], Speed: 148.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 116][Batch 509], Speed: 156.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 519], Speed: 149.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 529], Speed: 157.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 539], Speed: 167.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 549], Speed: 134.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 559], Speed: 153.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 569], Speed: 151.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 579], Speed: 147.467 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 589], Speed: 154.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 599], Speed: 164.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 609], Speed: 144.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 619], Speed: 141.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 629], Speed: 135.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 639], Speed: 143.286 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 649], Speed: 155.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 659], Speed: 162.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 669], Speed: 141.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 679], Speed: 147.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 689], Speed: 138.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 699], Speed: 153.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 709], Speed: 158.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 719], Speed: 161.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 729], Speed: 144.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 739], Speed: 139.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 749], Speed: 144.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 759], Speed: 146.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 769], Speed: 160.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 779], Speed: 147.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 789], Speed: 138.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 799], Speed: 157.668 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.512 [Epoch 116][Batch 809], Speed: 147.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 819], Speed: 148.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 829], Speed: 159.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 839], Speed: 153.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 849], Speed: 137.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 859], Speed: 152.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 869], Speed: 134.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 879], Speed: 143.196 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 889], Speed: 145.747 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 899], Speed: 148.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 909], Speed: 146.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 919], Speed: 144.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 929], Speed: 141.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 939], Speed: 138.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 949], Speed: 154.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 959], Speed: 155.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 969], Speed: 150.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 979], Speed: 137.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 989], Speed: 142.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 999], Speed: 157.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1009], Speed: 152.009 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1019], Speed: 151.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1029], Speed: 132.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.511 [Epoch 116][Batch 1039], Speed: 161.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1049], Speed: 136.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1059], Speed: 144.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1069], Speed: 154.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1079], Speed: 149.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1089], Speed: 141.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1099], Speed: 141.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1109], Speed: 149.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 116][Batch 1119], Speed: 151.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116][Batch 1129], Speed: 149.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116][Batch 1139], Speed: 159.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116][Batch 1149], Speed: 153.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116][Batch 1159], Speed: 145.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116][Batch 1169], Speed: 137.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116][Batch 1179], Speed: 152.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116][Batch 1189], Speed: 149.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116][Batch 1199], Speed: 149.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116][Batch 1209], Speed: 145.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116][Batch 1219], Speed: 137.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 116] Training cost: 808.988, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 9], Speed: 148.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 19], Speed: 144.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 29], Speed: 154.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 117][Batch 39], Speed: 152.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 49], Speed: 146.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 59], Speed: 147.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 69], Speed: 147.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 79], Speed: 147.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 89], Speed: 153.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 99], Speed: 151.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 117][Batch 109], Speed: 156.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 119], Speed: 159.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 129], Speed: 149.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 139], Speed: 149.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 149], Speed: 146.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 159], Speed: 149.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 117][Batch 169], Speed: 144.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 117][Batch 179], Speed: 157.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 117][Batch 189], Speed: 143.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 117][Batch 199], Speed: 152.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 117][Batch 209], Speed: 146.854 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 219], Speed: 148.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 229], Speed: 148.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 239], Speed: 149.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 249], Speed: 140.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 259], Speed: 140.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 269], Speed: 155.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 279], Speed: 137.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 289], Speed: 152.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 299], Speed: 154.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 309], Speed: 146.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 117][Batch 319], Speed: 147.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 117][Batch 329], Speed: 151.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 117][Batch 339], Speed: 155.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 349], Speed: 149.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 359], Speed: 153.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 369], Speed: 149.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 379], Speed: 144.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 389], Speed: 150.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 399], Speed: 152.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 409], Speed: 143.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 419], Speed: 141.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 429], Speed: 145.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 439], Speed: 138.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 449], Speed: 136.015 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 459], Speed: 154.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 469], Speed: 136.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 479], Speed: 141.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 489], Speed: 151.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 499], Speed: 148.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 117][Batch 509], Speed: 145.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 519], Speed: 154.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 529], Speed: 144.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 539], Speed: 150.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 549], Speed: 148.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 559], Speed: 152.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 569], Speed: 140.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 579], Speed: 151.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 589], Speed: 147.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 599], Speed: 151.400 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 609], Speed: 143.196 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 619], Speed: 152.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 629], Speed: 150.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 639], Speed: 145.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 649], Speed: 130.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 659], Speed: 154.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 669], Speed: 142.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 679], Speed: 141.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 689], Speed: 158.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 699], Speed: 151.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 709], Speed: 147.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 719], Speed: 143.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 729], Speed: 155.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 739], Speed: 159.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 749], Speed: 139.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 759], Speed: 153.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 769], Speed: 150.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 779], Speed: 156.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 789], Speed: 144.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 799], Speed: 157.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 117][Batch 809], Speed: 145.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 819], Speed: 157.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 829], Speed: 157.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 839], Speed: 155.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 849], Speed: 143.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 859], Speed: 139.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 869], Speed: 149.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 879], Speed: 148.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 889], Speed: 147.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 899], Speed: 158.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 909], Speed: 149.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 919], Speed: 148.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 929], Speed: 151.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 939], Speed: 162.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 949], Speed: 151.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 959], Speed: 144.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 969], Speed: 153.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 979], Speed: 145.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 989], Speed: 148.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 999], Speed: 151.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1009], Speed: 156.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1019], Speed: 160.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1029], Speed: 145.666 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1039], Speed: 156.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1049], Speed: 148.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1059], Speed: 154.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1069], Speed: 154.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1079], Speed: 145.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1089], Speed: 146.842 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1099], Speed: 159.799 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1109], Speed: 141.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1119], Speed: 155.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 117][Batch 1129], Speed: 153.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 117][Batch 1139], Speed: 151.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 117][Batch 1149], Speed: 162.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 117][Batch 1159], Speed: 155.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 117][Batch 1169], Speed: 154.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 117][Batch 1179], Speed: 149.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 117][Batch 1189], Speed: 149.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 117][Batch 1199], Speed: 147.331 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 117][Batch 1209], Speed: 166.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 117][Batch 1219], Speed: 154.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 117] Training cost: 809.587, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 9], Speed: 138.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.174, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 118][Batch 19], Speed: 153.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 29], Speed: 146.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 39], Speed: 149.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 118][Batch 49], Speed: 150.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 118][Batch 59], Speed: 152.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 69], Speed: 149.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 79], Speed: 153.861 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 89], Speed: 134.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 99], Speed: 138.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 109], Speed: 152.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 119], Speed: 139.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 129], Speed: 150.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 139], Speed: 144.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 149], Speed: 144.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 159], Speed: 147.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 169], Speed: 157.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 179], Speed: 163.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 189], Speed: 145.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 199], Speed: 155.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 118][Batch 209], Speed: 144.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 219], Speed: 150.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 229], Speed: 152.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 239], Speed: 162.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 249], Speed: 142.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 259], Speed: 145.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 269], Speed: 158.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 279], Speed: 144.549 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 289], Speed: 145.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 299], Speed: 148.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 309], Speed: 141.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 319], Speed: 145.467 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 329], Speed: 141.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 339], Speed: 152.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 349], Speed: 154.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 359], Speed: 158.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 369], Speed: 134.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 379], Speed: 156.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 389], Speed: 139.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 399], Speed: 148.072 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 409], Speed: 155.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 419], Speed: 161.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 429], Speed: 143.911 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 439], Speed: 150.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 449], Speed: 153.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 459], Speed: 155.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 469], Speed: 157.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 479], Speed: 149.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 489], Speed: 138.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 499], Speed: 135.387 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 509], Speed: 146.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 118][Batch 519], Speed: 150.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 529], Speed: 146.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 539], Speed: 157.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 549], Speed: 143.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 559], Speed: 150.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 569], Speed: 145.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 579], Speed: 160.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 589], Speed: 144.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 599], Speed: 158.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 609], Speed: 143.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 619], Speed: 116.381 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 629], Speed: 149.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 639], Speed: 154.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 649], Speed: 147.768 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 659], Speed: 158.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 669], Speed: 151.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 679], Speed: 144.352 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 689], Speed: 150.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 699], Speed: 151.816 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 709], Speed: 153.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 719], Speed: 158.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 729], Speed: 147.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 739], Speed: 154.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 749], Speed: 152.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 759], Speed: 145.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 769], Speed: 154.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 779], Speed: 155.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 789], Speed: 138.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 799], Speed: 143.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 809], Speed: 151.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 819], Speed: 153.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 118][Batch 829], Speed: 152.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 839], Speed: 151.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 849], Speed: 144.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 859], Speed: 150.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 869], Speed: 149.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 879], Speed: 153.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 889], Speed: 147.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 899], Speed: 159.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 909], Speed: 152.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 919], Speed: 153.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 929], Speed: 153.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 939], Speed: 145.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 949], Speed: 142.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 959], Speed: 152.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 969], Speed: 141.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 979], Speed: 142.320 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 989], Speed: 142.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 999], Speed: 153.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1009], Speed: 154.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1019], Speed: 151.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1029], Speed: 147.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1039], Speed: 139.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1049], Speed: 145.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1059], Speed: 156.744 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1069], Speed: 153.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1079], Speed: 161.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1089], Speed: 135.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1099], Speed: 157.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1109], Speed: 145.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1119], Speed: 140.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1129], Speed: 148.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 118][Batch 1139], Speed: 156.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 118][Batch 1149], Speed: 145.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 118][Batch 1159], Speed: 150.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 118][Batch 1169], Speed: 138.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 118][Batch 1179], Speed: 153.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 118][Batch 1189], Speed: 144.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 118][Batch 1199], Speed: 158.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 118][Batch 1209], Speed: 157.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 118][Batch 1219], Speed: 155.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 118] Training cost: 810.172, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 9], Speed: 142.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.502 [Epoch 119][Batch 19], Speed: 148.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.502 [Epoch 119][Batch 29], Speed: 148.666 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.502 [Epoch 119][Batch 39], Speed: 134.942 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 49], Speed: 151.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 59], Speed: 154.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 69], Speed: 149.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 79], Speed: 155.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 89], Speed: 160.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 99], Speed: 153.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 109], Speed: 154.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 119], Speed: 157.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 129], Speed: 151.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 139], Speed: 150.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 149], Speed: 149.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 159], Speed: 137.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 169], Speed: 138.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 179], Speed: 151.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 189], Speed: 152.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 199], Speed: 143.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 209], Speed: 153.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 219], Speed: 146.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 119][Batch 229], Speed: 147.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 239], Speed: 150.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 249], Speed: 141.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 259], Speed: 141.817 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 269], Speed: 154.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 279], Speed: 147.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 289], Speed: 139.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 299], Speed: 156.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 309], Speed: 150.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 319], Speed: 137.684 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 329], Speed: 157.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 339], Speed: 137.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 349], Speed: 153.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 359], Speed: 157.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 369], Speed: 151.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 379], Speed: 135.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 389], Speed: 139.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 399], Speed: 140.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 409], Speed: 150.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 419], Speed: 152.284 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 429], Speed: 153.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 439], Speed: 142.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 449], Speed: 158.632 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 459], Speed: 143.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 469], Speed: 142.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 479], Speed: 163.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 489], Speed: 150.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 499], Speed: 144.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 509], Speed: 131.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 519], Speed: 139.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 529], Speed: 150.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 119][Batch 539], Speed: 149.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 549], Speed: 150.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 559], Speed: 136.534 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 569], Speed: 156.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 579], Speed: 155.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 589], Speed: 146.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 599], Speed: 157.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 609], Speed: 151.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 619], Speed: 146.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 629], Speed: 150.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 639], Speed: 137.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 649], Speed: 137.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 659], Speed: 151.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 669], Speed: 149.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 679], Speed: 144.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 689], Speed: 156.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 699], Speed: 147.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 709], Speed: 142.936 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 719], Speed: 145.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 729], Speed: 141.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 739], Speed: 136.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 749], Speed: 152.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 759], Speed: 142.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 769], Speed: 152.738 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 779], Speed: 154.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 789], Speed: 136.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 799], Speed: 137.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 809], Speed: 158.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 819], Speed: 143.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 829], Speed: 141.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 839], Speed: 155.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 849], Speed: 148.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 119][Batch 859], Speed: 142.423 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 869], Speed: 151.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 879], Speed: 152.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 889], Speed: 146.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 899], Speed: 151.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 909], Speed: 136.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 919], Speed: 143.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 929], Speed: 158.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 939], Speed: 139.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 949], Speed: 147.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 959], Speed: 153.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 969], Speed: 145.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 979], Speed: 157.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 989], Speed: 147.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 999], Speed: 136.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1009], Speed: 155.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1019], Speed: 148.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1029], Speed: 141.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1039], Speed: 146.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1049], Speed: 140.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1059], Speed: 152.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1069], Speed: 145.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1079], Speed: 151.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1089], Speed: 149.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1099], Speed: 137.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1109], Speed: 157.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1119], Speed: 143.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1129], Speed: 144.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1139], Speed: 148.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1149], Speed: 151.811 samples/sec, LR=3.7500000000000003e-05, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1159], Speed: 153.133 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 119][Batch 1169], Speed: 141.348 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 119][Batch 1179], Speed: 149.726 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 119][Batch 1189], Speed: 146.923 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 119][Batch 1199], Speed: 149.802 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 119][Batch 1209], Speed: 157.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 119][Batch 1219], Speed: 155.593 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 119] Training cost: 813.059, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 9], Speed: 144.653 samples/sec, LR=3.750000000000001e-06, WHL1=0.174, CenterRegL1=0.213, HeatmapFocal=1.498 [Epoch 120][Batch 19], Speed: 138.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 29], Speed: 154.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.498 [Epoch 120][Batch 39], Speed: 148.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 49], Speed: 149.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 59], Speed: 150.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 69], Speed: 147.493 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 79], Speed: 152.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 89], Speed: 144.022 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 99], Speed: 152.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 109], Speed: 155.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 119], Speed: 164.179 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 129], Speed: 145.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 139], Speed: 159.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 149], Speed: 147.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 159], Speed: 155.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 169], Speed: 146.707 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 179], Speed: 146.186 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 189], Speed: 152.840 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 199], Speed: 135.879 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 209], Speed: 150.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 219], Speed: 149.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 229], Speed: 151.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 239], Speed: 146.540 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 249], Speed: 138.088 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 120][Batch 259], Speed: 157.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 269], Speed: 151.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 279], Speed: 149.730 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 289], Speed: 136.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 299], Speed: 133.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 309], Speed: 145.228 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 319], Speed: 149.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 329], Speed: 150.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 339], Speed: 142.079 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 349], Speed: 157.230 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 359], Speed: 158.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 369], Speed: 151.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 379], Speed: 133.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 389], Speed: 147.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 399], Speed: 141.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 409], Speed: 137.968 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 419], Speed: 160.992 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 429], Speed: 138.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 439], Speed: 146.519 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 449], Speed: 136.829 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 459], Speed: 151.063 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 469], Speed: 150.404 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 479], Speed: 152.518 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 489], Speed: 138.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 499], Speed: 136.404 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 509], Speed: 142.549 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 519], Speed: 152.647 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 529], Speed: 153.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 539], Speed: 154.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 549], Speed: 148.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 559], Speed: 155.821 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 569], Speed: 143.043 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 120][Batch 579], Speed: 153.136 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 589], Speed: 150.324 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 599], Speed: 149.136 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 609], Speed: 111.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 619], Speed: 149.664 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 629], Speed: 140.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 639], Speed: 141.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 649], Speed: 149.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 659], Speed: 159.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 669], Speed: 141.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 679], Speed: 143.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 689], Speed: 141.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 699], Speed: 151.881 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 709], Speed: 153.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 719], Speed: 153.107 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 729], Speed: 145.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 739], Speed: 148.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 749], Speed: 157.205 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 759], Speed: 156.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 769], Speed: 139.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 779], Speed: 146.188 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 789], Speed: 144.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 799], Speed: 152.544 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 809], Speed: 140.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 819], Speed: 146.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 829], Speed: 150.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 839], Speed: 152.001 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 849], Speed: 148.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 859], Speed: 155.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 869], Speed: 122.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 120][Batch 879], Speed: 151.838 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 889], Speed: 136.017 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 899], Speed: 155.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 909], Speed: 138.145 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 919], Speed: 153.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 929], Speed: 144.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 939], Speed: 147.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 949], Speed: 134.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 959], Speed: 152.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 969], Speed: 152.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 979], Speed: 142.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 989], Speed: 149.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 999], Speed: 157.090 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1009], Speed: 151.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1019], Speed: 159.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1029], Speed: 137.512 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1039], Speed: 152.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1049], Speed: 140.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1059], Speed: 152.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1069], Speed: 143.421 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1079], Speed: 147.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1089], Speed: 154.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1099], Speed: 142.718 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1109], Speed: 157.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1119], Speed: 150.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1129], Speed: 154.360 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1139], Speed: 144.493 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1149], Speed: 147.288 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1159], Speed: 149.854 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1169], Speed: 154.540 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1179], Speed: 146.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1189], Speed: 154.324 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 120][Batch 1199], Speed: 155.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 120][Batch 1209], Speed: 150.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 120][Batch 1219], Speed: 143.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 120] Training cost: 808.727, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 120] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.357 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.544 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.376 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.135 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.396 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.301 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.450 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.195 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.506 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706 person=45.3 bicycle=24.5 car=30.9 motorcycle=38.8 airplane=63.2 bus=61.5 train=65.0 truck=29.9 boat=19.1 traffic light=19.0 fire hydrant=61.2 stop sign=57.6 parking meter=37.5 bench=22.0 bird=27.1 cat=66.4 dog=59.8 horse=54.3 sheep=45.9 cow=46.4 elephant=61.8 bear=74.9 zebra=62.5 giraffe=65.4 backpack=10.8 umbrella=34.8 handbag=10.9 tie=24.1 suitcase=32.9 frisbee=50.1 skis=18.4 snowboard=27.8 sports ball=28.5 kite=31.5 baseball bat=22.0 baseball glove=26.0 skateboard=46.6 surfboard=29.6 tennis racket=39.2 bottle=26.8 wine glass=26.5 cup=32.8 fork=27.2 knife=11.7 spoon=13.0 bowl=32.9 banana=21.4 apple=16.7 sandwich=31.1 orange=27.9 broccoli=17.9 carrot=17.6 hot dog=28.5 pizza=45.0 donut=38.5 cake=32.1 chair=23.1 couch=43.6 potted plant=23.1 bed=46.8 dining table=25.8 toilet=60.8 tv=54.2 laptop=54.4 mouse=50.7 remote=19.7 keyboard=45.0 cell phone=26.8 microwave=44.8 oven=32.3 toaster=24.5 sink=31.8 refrigerator=53.7 book=6.0 clock=42.8 vase=29.7 scissors=23.3 teddy bear=45.0 hair drier=2.9 toothbrush=20.1 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =35.7 [Epoch 121][Batch 9], Speed: 136.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 19], Speed: 146.973 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.494 [Epoch 121][Batch 29], Speed: 151.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 39], Speed: 154.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 49], Speed: 150.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 59], Speed: 156.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 69], Speed: 152.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.494 [Epoch 121][Batch 79], Speed: 150.879 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 89], Speed: 153.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 99], Speed: 144.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 109], Speed: 149.231 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 119], Speed: 154.774 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 129], Speed: 151.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 139], Speed: 142.290 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 149], Speed: 138.832 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 159], Speed: 150.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 169], Speed: 153.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.494 [Epoch 121][Batch 179], Speed: 159.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 189], Speed: 148.277 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 199], Speed: 136.922 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 209], Speed: 140.144 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 219], Speed: 152.005 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 229], Speed: 162.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 239], Speed: 151.079 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 249], Speed: 141.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 259], Speed: 144.151 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 269], Speed: 146.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 279], Speed: 148.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 121][Batch 289], Speed: 156.564 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 299], Speed: 157.480 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 309], Speed: 147.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 319], Speed: 144.682 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 329], Speed: 145.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 339], Speed: 150.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 349], Speed: 155.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.493 [Epoch 121][Batch 359], Speed: 156.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.493 [Epoch 121][Batch 369], Speed: 151.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.493 [Epoch 121][Batch 379], Speed: 143.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.493 [Epoch 121][Batch 389], Speed: 152.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.493 [Epoch 121][Batch 399], Speed: 145.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.493 [Epoch 121][Batch 409], Speed: 149.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 419], Speed: 158.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 429], Speed: 147.802 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 439], Speed: 136.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 449], Speed: 149.893 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 459], Speed: 136.949 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 469], Speed: 150.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 479], Speed: 148.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 489], Speed: 139.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 499], Speed: 138.867 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 509], Speed: 156.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 519], Speed: 155.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 529], Speed: 154.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 539], Speed: 156.971 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 549], Speed: 151.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 559], Speed: 149.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 569], Speed: 148.385 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 579], Speed: 152.849 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 589], Speed: 157.483 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 121][Batch 599], Speed: 157.679 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 609], Speed: 152.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 619], Speed: 134.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 629], Speed: 157.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 639], Speed: 146.766 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 649], Speed: 135.743 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 659], Speed: 145.310 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 669], Speed: 141.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 679], Speed: 151.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 689], Speed: 149.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 699], Speed: 153.321 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 709], Speed: 152.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 719], Speed: 151.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 729], Speed: 139.660 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 739], Speed: 137.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 749], Speed: 144.777 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 759], Speed: 157.163 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 769], Speed: 160.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 779], Speed: 154.261 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 789], Speed: 138.958 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 799], Speed: 137.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 809], Speed: 157.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 819], Speed: 147.209 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 829], Speed: 155.564 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 839], Speed: 154.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 849], Speed: 150.221 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 859], Speed: 144.849 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 869], Speed: 158.155 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 879], Speed: 152.522 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 889], Speed: 159.965 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 899], Speed: 155.435 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 909], Speed: 138.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 121][Batch 919], Speed: 140.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 929], Speed: 152.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 939], Speed: 147.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 949], Speed: 144.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 959], Speed: 161.174 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 969], Speed: 150.899 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 979], Speed: 144.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 989], Speed: 134.005 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 999], Speed: 134.982 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1009], Speed: 153.306 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1019], Speed: 155.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1029], Speed: 139.543 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1039], Speed: 142.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1049], Speed: 148.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1059], Speed: 150.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1069], Speed: 141.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1079], Speed: 148.156 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1089], Speed: 152.518 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1099], Speed: 134.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1109], Speed: 144.914 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1119], Speed: 149.039 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.491 [Epoch 121][Batch 1129], Speed: 148.045 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1139], Speed: 152.463 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1149], Speed: 148.199 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1159], Speed: 147.708 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1169], Speed: 147.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1179], Speed: 148.916 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1189], Speed: 144.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1199], Speed: 151.577 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1209], Speed: 146.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121][Batch 1219], Speed: 150.503 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 121] Training cost: 806.241, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 122][Batch 9], Speed: 140.755 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 19], Speed: 140.392 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 29], Speed: 152.882 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 39], Speed: 142.497 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 49], Speed: 140.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 59], Speed: 153.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 69], Speed: 149.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 79], Speed: 145.006 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 89], Speed: 156.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 99], Speed: 144.022 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 109], Speed: 157.944 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 119], Speed: 154.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 129], Speed: 143.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 139], Speed: 145.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 149], Speed: 143.268 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 159], Speed: 150.522 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 169], Speed: 145.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 179], Speed: 136.974 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 189], Speed: 146.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 199], Speed: 155.819 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 209], Speed: 159.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 219], Speed: 156.687 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 229], Speed: 141.557 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 239], Speed: 155.826 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 249], Speed: 140.689 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 259], Speed: 128.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 269], Speed: 153.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 279], Speed: 143.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 289], Speed: 155.797 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 299], Speed: 146.894 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 309], Speed: 146.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 122][Batch 319], Speed: 131.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.490 [Epoch 122][Batch 329], Speed: 153.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 122][Batch 339], Speed: 157.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 122][Batch 349], Speed: 149.946 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 122][Batch 359], Speed: 155.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 122][Batch 369], Speed: 148.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 122][Batch 379], Speed: 140.380 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 122][Batch 389], Speed: 152.682 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 122][Batch 399], Speed: 157.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 409], Speed: 146.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 419], Speed: 136.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 429], Speed: 149.007 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 439], Speed: 154.868 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 122][Batch 449], Speed: 153.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 122][Batch 459], Speed: 152.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 469], Speed: 154.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 479], Speed: 156.753 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 489], Speed: 139.876 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 499], Speed: 149.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 509], Speed: 153.156 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 519], Speed: 148.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 529], Speed: 144.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 539], Speed: 151.271 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 549], Speed: 155.776 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 559], Speed: 138.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 569], Speed: 158.199 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 579], Speed: 143.009 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 589], Speed: 153.740 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 599], Speed: 153.082 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 609], Speed: 148.047 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 619], Speed: 146.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 629], Speed: 155.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 639], Speed: 145.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 122][Batch 649], Speed: 156.615 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 659], Speed: 142.687 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 669], Speed: 149.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 679], Speed: 147.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 689], Speed: 153.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 699], Speed: 157.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 709], Speed: 155.289 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 719], Speed: 157.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 729], Speed: 143.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 739], Speed: 155.387 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 749], Speed: 155.638 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 759], Speed: 139.385 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 769], Speed: 142.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 779], Speed: 139.389 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 789], Speed: 142.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 799], Speed: 144.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 809], Speed: 151.314 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 819], Speed: 156.868 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 829], Speed: 154.681 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 839], Speed: 151.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 849], Speed: 145.047 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 859], Speed: 151.591 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 869], Speed: 153.269 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 879], Speed: 145.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 889], Speed: 148.587 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 899], Speed: 138.686 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 909], Speed: 144.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 919], Speed: 147.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 929], Speed: 159.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 939], Speed: 148.826 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 949], Speed: 151.684 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 959], Speed: 152.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.488 [Epoch 122][Batch 969], Speed: 151.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 979], Speed: 151.098 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 989], Speed: 149.563 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 999], Speed: 153.816 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1009], Speed: 143.538 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1019], Speed: 155.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1029], Speed: 148.487 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1039], Speed: 147.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1049], Speed: 156.951 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1059], Speed: 141.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1069], Speed: 138.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1079], Speed: 153.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1089], Speed: 143.464 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1099], Speed: 145.787 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1109], Speed: 152.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1119], Speed: 140.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1129], Speed: 154.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1139], Speed: 138.384 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1149], Speed: 165.871 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1159], Speed: 142.726 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1169], Speed: 145.618 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1179], Speed: 149.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1189], Speed: 150.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1199], Speed: 143.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1209], Speed: 138.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122][Batch 1219], Speed: 152.148 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 122] Training cost: 805.566, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 123][Batch 9], Speed: 144.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.174, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 123][Batch 19], Speed: 144.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 123][Batch 29], Speed: 140.466 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 123][Batch 39], Speed: 151.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 123][Batch 49], Speed: 150.401 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 123][Batch 59], Speed: 153.032 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.487 [Epoch 123][Batch 69], Speed: 156.592 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 79], Speed: 144.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 89], Speed: 149.622 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 99], Speed: 154.544 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 109], Speed: 148.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 119], Speed: 159.503 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 129], Speed: 154.136 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 139], Speed: 144.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 149], Speed: 154.686 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 123][Batch 159], Speed: 157.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 169], Speed: 147.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 179], Speed: 141.556 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 189], Speed: 165.145 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 199], Speed: 153.218 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 209], Speed: 149.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 123][Batch 219], Speed: 155.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 229], Speed: 139.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 123][Batch 239], Speed: 147.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 249], Speed: 155.956 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 259], Speed: 152.946 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 269], Speed: 153.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 279], Speed: 151.186 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 289], Speed: 147.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 299], Speed: 152.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 309], Speed: 155.033 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 123][Batch 319], Speed: 147.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 123][Batch 329], Speed: 158.148 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 123][Batch 339], Speed: 154.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 349], Speed: 157.274 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 359], Speed: 155.249 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 369], Speed: 150.622 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 379], Speed: 137.374 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.486 [Epoch 123][Batch 389], Speed: 154.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 399], Speed: 149.995 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 409], Speed: 154.249 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 419], Speed: 159.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 429], Speed: 145.766 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 439], Speed: 143.922 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 449], Speed: 154.746 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 459], Speed: 160.787 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 469], Speed: 151.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 479], Speed: 149.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 489], Speed: 155.047 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 499], Speed: 135.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 509], Speed: 156.357 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 519], Speed: 150.871 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 529], Speed: 152.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 539], Speed: 153.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 549], Speed: 147.493 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 559], Speed: 149.899 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 569], Speed: 142.164 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 579], Speed: 147.522 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 589], Speed: 149.014 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 599], Speed: 149.542 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 609], Speed: 143.147 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 619], Speed: 149.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 629], Speed: 146.499 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.485 [Epoch 123][Batch 639], Speed: 146.594 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 649], Speed: 154.624 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.485 [Epoch 123][Batch 659], Speed: 155.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 669], Speed: 159.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.485 [Epoch 123][Batch 679], Speed: 141.901 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.485 [Epoch 123][Batch 689], Speed: 143.603 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.485 [Epoch 123][Batch 699], Speed: 149.468 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.485 [Epoch 123][Batch 709], Speed: 156.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.485 [Epoch 123][Batch 719], Speed: 155.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 729], Speed: 147.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 739], Speed: 145.506 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 749], Speed: 153.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 759], Speed: 148.384 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 769], Speed: 146.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 779], Speed: 157.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 789], Speed: 152.043 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 799], Speed: 147.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 809], Speed: 147.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 819], Speed: 158.656 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 829], Speed: 150.292 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 839], Speed: 153.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 849], Speed: 158.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 859], Speed: 143.899 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 869], Speed: 155.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 879], Speed: 150.820 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 889], Speed: 155.734 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 899], Speed: 162.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 909], Speed: 154.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 919], Speed: 134.740 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 929], Speed: 152.684 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 939], Speed: 157.431 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 949], Speed: 154.221 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 959], Speed: 160.551 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 969], Speed: 158.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 979], Speed: 151.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 989], Speed: 148.985 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 999], Speed: 146.876 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 1009], Speed: 152.134 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 1019], Speed: 154.262 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 1029], Speed: 162.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.484 [Epoch 123][Batch 1039], Speed: 144.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1049], Speed: 158.990 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1059], Speed: 156.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1069], Speed: 153.936 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1079], Speed: 157.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1089], Speed: 154.582 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1099], Speed: 148.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1109], Speed: 149.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1119], Speed: 139.535 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1129], Speed: 142.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1139], Speed: 143.209 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1149], Speed: 151.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1159], Speed: 143.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1169], Speed: 146.697 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1179], Speed: 145.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1189], Speed: 153.854 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1199], Speed: 149.878 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1209], Speed: 154.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123][Batch 1219], Speed: 130.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 123] Training cost: 805.577, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 124][Batch 9], Speed: 138.544 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.483 [Epoch 124][Batch 19], Speed: 148.205 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.483 [Epoch 124][Batch 29], Speed: 139.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.483 [Epoch 124][Batch 39], Speed: 133.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.483 [Epoch 124][Batch 49], Speed: 151.837 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.483 [Epoch 124][Batch 59], Speed: 155.805 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 124][Batch 69], Speed: 156.203 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 124][Batch 79], Speed: 153.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 124][Batch 89], Speed: 148.865 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 124][Batch 99], Speed: 152.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 124][Batch 109], Speed: 153.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 124][Batch 119], Speed: 152.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 124][Batch 129], Speed: 137.985 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 124][Batch 139], Speed: 131.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.483 [Epoch 124][Batch 149], Speed: 135.690 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 159], Speed: 147.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 169], Speed: 157.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 179], Speed: 161.105 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 189], Speed: 158.597 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 199], Speed: 140.150 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 209], Speed: 150.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 219], Speed: 143.938 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 229], Speed: 144.721 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 239], Speed: 160.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 249], Speed: 145.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 259], Speed: 139.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 269], Speed: 134.228 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 279], Speed: 156.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 289], Speed: 154.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 299], Speed: 149.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 309], Speed: 141.116 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 319], Speed: 152.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 329], Speed: 148.821 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 339], Speed: 159.591 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 349], Speed: 158.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 359], Speed: 152.972 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 369], Speed: 131.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 379], Speed: 135.066 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 389], Speed: 138.105 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 399], Speed: 152.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 409], Speed: 153.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 419], Speed: 158.594 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 429], Speed: 140.116 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 439], Speed: 146.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 449], Speed: 129.356 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 459], Speed: 159.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 469], Speed: 153.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.482 [Epoch 124][Batch 479], Speed: 152.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 489], Speed: 148.110 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 499], Speed: 154.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 509], Speed: 134.663 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 519], Speed: 151.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 529], Speed: 150.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 539], Speed: 139.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 549], Speed: 150.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 559], Speed: 151.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 569], Speed: 144.011 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 579], Speed: 150.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 589], Speed: 149.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 599], Speed: 159.919 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 609], Speed: 150.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 619], Speed: 144.394 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 629], Speed: 118.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 639], Speed: 155.091 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 649], Speed: 156.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 659], Speed: 144.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 669], Speed: 150.185 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 679], Speed: 144.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 689], Speed: 145.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 699], Speed: 151.385 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 709], Speed: 152.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 719], Speed: 152.262 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 729], Speed: 137.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 739], Speed: 138.548 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 749], Speed: 132.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 759], Speed: 157.509 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 769], Speed: 158.033 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 779], Speed: 157.221 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 789], Speed: 144.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.481 [Epoch 124][Batch 799], Speed: 137.236 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 809], Speed: 142.245 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 819], Speed: 157.388 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 829], Speed: 149.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 839], Speed: 151.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 849], Speed: 132.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 859], Speed: 142.777 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 869], Speed: 145.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 879], Speed: 147.797 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 889], Speed: 155.388 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 899], Speed: 156.124 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 909], Speed: 155.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 919], Speed: 133.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 929], Speed: 152.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 939], Speed: 138.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 949], Speed: 157.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 959], Speed: 155.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 969], Speed: 150.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 979], Speed: 141.257 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 989], Speed: 139.718 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 999], Speed: 149.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1009], Speed: 146.909 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1019], Speed: 138.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1029], Speed: 140.191 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1039], Speed: 139.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1049], Speed: 151.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1059], Speed: 156.379 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1069], Speed: 151.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1079], Speed: 135.091 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1089], Speed: 146.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1099], Speed: 136.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1109], Speed: 154.268 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1119], Speed: 158.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.480 [Epoch 124][Batch 1129], Speed: 147.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 124][Batch 1139], Speed: 139.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 124][Batch 1149], Speed: 145.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 124][Batch 1159], Speed: 155.031 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 124][Batch 1169], Speed: 140.222 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 124][Batch 1179], Speed: 143.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 124][Batch 1189], Speed: 142.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 124][Batch 1199], Speed: 134.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 124][Batch 1209], Speed: 144.503 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 124][Batch 1219], Speed: 156.095 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 124] Training cost: 813.175, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 9], Speed: 147.017 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 19], Speed: 145.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 29], Speed: 149.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 39], Speed: 149.721 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 49], Speed: 143.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 59], Speed: 156.321 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 69], Speed: 152.459 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 79], Speed: 151.138 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 89], Speed: 135.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 99], Speed: 149.984 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 109], Speed: 145.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 119], Speed: 156.653 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 129], Speed: 155.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 139], Speed: 147.467 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.479 [Epoch 125][Batch 149], Speed: 145.638 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 159], Speed: 152.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 169], Speed: 133.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 179], Speed: 162.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 189], Speed: 148.332 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 199], Speed: 151.506 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 209], Speed: 145.571 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 219], Speed: 156.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 229], Speed: 149.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.479 [Epoch 125][Batch 239], Speed: 153.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 249], Speed: 154.498 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 259], Speed: 140.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 269], Speed: 148.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 279], Speed: 154.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 289], Speed: 153.465 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 299], Speed: 159.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 309], Speed: 153.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 319], Speed: 139.798 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 329], Speed: 138.931 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 339], Speed: 154.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 349], Speed: 159.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 359], Speed: 155.664 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 369], Speed: 149.492 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 379], Speed: 146.715 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 389], Speed: 146.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 399], Speed: 156.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 409], Speed: 151.468 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 419], Speed: 161.686 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 429], Speed: 147.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 439], Speed: 151.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.478 [Epoch 125][Batch 449], Speed: 134.682 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 459], Speed: 155.369 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 469], Speed: 160.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 479], Speed: 157.539 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 489], Speed: 153.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 499], Speed: 145.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 509], Speed: 148.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 519], Speed: 149.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 529], Speed: 145.516 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 539], Speed: 147.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 549], Speed: 146.360 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 559], Speed: 147.829 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.478 [Epoch 125][Batch 569], Speed: 147.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 579], Speed: 151.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 589], Speed: 155.510 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 599], Speed: 159.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 609], Speed: 144.138 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 619], Speed: 151.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 629], Speed: 143.466 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 639], Speed: 153.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 649], Speed: 142.051 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 659], Speed: 159.740 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 669], Speed: 146.893 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 679], Speed: 149.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 689], Speed: 141.646 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 699], Speed: 156.104 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 709], Speed: 160.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 719], Speed: 154.324 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 729], Speed: 139.666 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 739], Speed: 146.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 749], Speed: 146.228 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 759], Speed: 150.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 769], Speed: 157.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 779], Speed: 156.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 789], Speed: 145.817 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 799], Speed: 141.871 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 809], Speed: 151.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 819], Speed: 153.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 829], Speed: 161.647 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 839], Speed: 157.512 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 849], Speed: 139.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 859], Speed: 139.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 869], Speed: 139.730 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 879], Speed: 141.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 889], Speed: 155.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.477 [Epoch 125][Batch 899], Speed: 143.865 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 909], Speed: 155.934 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 919], Speed: 126.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 929], Speed: 154.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 939], Speed: 152.944 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 949], Speed: 157.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 959], Speed: 138.884 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 969], Speed: 148.404 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 979], Speed: 145.162 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 989], Speed: 149.809 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 999], Speed: 149.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1009], Speed: 153.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1019], Speed: 148.421 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1029], Speed: 150.037 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1039], Speed: 137.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1049], Speed: 147.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.476 [Epoch 125][Batch 1059], Speed: 148.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.476 [Epoch 125][Batch 1069], Speed: 156.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1079], Speed: 149.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1089], Speed: 149.542 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1099], Speed: 139.810 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1109], Speed: 150.894 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1119], Speed: 148.085 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1129], Speed: 143.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1139], Speed: 146.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1149], Speed: 142.832 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1159], Speed: 150.474 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1169], Speed: 152.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1179], Speed: 147.772 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1189], Speed: 154.379 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1199], Speed: 141.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1209], Speed: 151.581 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125][Batch 1219], Speed: 149.284 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 125] Training cost: 804.643, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.476 [Epoch 126][Batch 9], Speed: 143.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.213, HeatmapFocal=1.476 [Epoch 126][Batch 19], Speed: 157.121 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.213, HeatmapFocal=1.475 [Epoch 126][Batch 29], Speed: 156.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 39], Speed: 155.360 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 49], Speed: 157.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 59], Speed: 155.962 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 69], Speed: 141.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 79], Speed: 157.936 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 89], Speed: 128.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 99], Speed: 140.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 109], Speed: 151.329 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 119], Speed: 155.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 129], Speed: 152.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 139], Speed: 153.136 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 149], Speed: 145.568 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 159], Speed: 141.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 169], Speed: 153.548 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 179], Speed: 163.174 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 189], Speed: 137.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 199], Speed: 150.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 209], Speed: 136.457 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 219], Speed: 152.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 229], Speed: 151.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 239], Speed: 149.829 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 249], Speed: 148.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 259], Speed: 152.966 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 269], Speed: 143.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 279], Speed: 156.173 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 289], Speed: 146.322 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 299], Speed: 143.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 309], Speed: 147.369 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 319], Speed: 148.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 329], Speed: 129.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 339], Speed: 154.689 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 349], Speed: 144.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.475 [Epoch 126][Batch 359], Speed: 159.826 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 369], Speed: 155.940 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 379], Speed: 142.587 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 389], Speed: 153.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 399], Speed: 148.784 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 409], Speed: 156.463 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 419], Speed: 149.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 429], Speed: 149.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 439], Speed: 150.689 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 449], Speed: 133.493 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 459], Speed: 147.033 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 469], Speed: 154.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 479], Speed: 157.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 489], Speed: 139.803 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 499], Speed: 136.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.474 [Epoch 126][Batch 509], Speed: 154.792 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 519], Speed: 149.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 529], Speed: 154.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 539], Speed: 149.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 549], Speed: 148.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 559], Speed: 137.618 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 569], Speed: 136.552 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 579], Speed: 156.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 589], Speed: 160.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 599], Speed: 154.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 609], Speed: 139.496 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 619], Speed: 153.929 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 629], Speed: 138.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 639], Speed: 143.912 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 649], Speed: 152.850 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 659], Speed: 159.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 669], Speed: 150.571 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 679], Speed: 138.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.474 [Epoch 126][Batch 689], Speed: 131.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 699], Speed: 142.217 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 709], Speed: 144.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 719], Speed: 161.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 729], Speed: 130.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 739], Speed: 150.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 749], Speed: 133.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 759], Speed: 132.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 769], Speed: 153.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 779], Speed: 153.218 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 789], Speed: 135.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 799], Speed: 142.329 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 809], Speed: 148.571 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 819], Speed: 146.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 829], Speed: 152.162 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 839], Speed: 155.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 849], Speed: 149.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 859], Speed: 145.322 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.473 [Epoch 126][Batch 869], Speed: 144.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 879], Speed: 145.974 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 889], Speed: 155.164 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 899], Speed: 161.206 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 909], Speed: 142.796 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 919], Speed: 146.458 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 929], Speed: 143.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 939], Speed: 144.489 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 949], Speed: 152.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 959], Speed: 158.667 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 969], Speed: 148.762 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 979], Speed: 149.945 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 989], Speed: 151.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 999], Speed: 144.956 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 1009], Speed: 143.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 1019], Speed: 156.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.473 [Epoch 126][Batch 1029], Speed: 142.322 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1039], Speed: 136.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1049], Speed: 152.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1059], Speed: 151.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1069], Speed: 161.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1079], Speed: 158.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1089], Speed: 133.159 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1099], Speed: 134.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1109], Speed: 163.046 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1119], Speed: 162.543 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1129], Speed: 152.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1139], Speed: 159.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1149], Speed: 154.150 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1159], Speed: 144.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1169], Speed: 162.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1179], Speed: 163.621 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1189], Speed: 142.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1199], Speed: 165.392 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1209], Speed: 146.459 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126][Batch 1219], Speed: 153.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 126] Training cost: 811.353, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 127][Batch 9], Speed: 139.365 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.212, HeatmapFocal=1.472 [Epoch 127][Batch 19], Speed: 151.707 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.472 [Epoch 127][Batch 29], Speed: 150.182 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.472 [Epoch 127][Batch 39], Speed: 142.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.472 [Epoch 127][Batch 49], Speed: 155.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.472 [Epoch 127][Batch 59], Speed: 154.141 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.472 [Epoch 127][Batch 69], Speed: 154.968 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 127][Batch 79], Speed: 145.064 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 127][Batch 89], Speed: 151.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 127][Batch 99], Speed: 146.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 127][Batch 109], Speed: 157.759 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 127][Batch 119], Speed: 157.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 127][Batch 129], Speed: 134.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 127][Batch 139], Speed: 148.407 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.472 [Epoch 127][Batch 149], Speed: 154.225 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 159], Speed: 140.355 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 169], Speed: 139.602 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 179], Speed: 160.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 189], Speed: 148.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 199], Speed: 149.679 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 209], Speed: 148.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 219], Speed: 156.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 229], Speed: 150.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 239], Speed: 165.148 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 249], Speed: 142.321 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 259], Speed: 149.653 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 269], Speed: 148.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 279], Speed: 135.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 289], Speed: 145.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 299], Speed: 162.564 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 309], Speed: 141.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 319], Speed: 157.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 329], Speed: 158.800 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 339], Speed: 144.154 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 349], Speed: 155.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 359], Speed: 159.051 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 369], Speed: 150.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 379], Speed: 145.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 389], Speed: 145.625 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 399], Speed: 143.228 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 409], Speed: 153.174 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 419], Speed: 157.809 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 429], Speed: 145.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 439], Speed: 152.740 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 449], Speed: 152.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 459], Speed: 140.403 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 469], Speed: 148.255 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 479], Speed: 158.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 489], Speed: 148.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.471 [Epoch 127][Batch 499], Speed: 141.452 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 509], Speed: 144.692 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 519], Speed: 144.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 529], Speed: 149.471 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 539], Speed: 154.339 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 549], Speed: 143.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 559], Speed: 150.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 569], Speed: 156.239 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 579], Speed: 148.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 589], Speed: 153.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 599], Speed: 156.509 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 609], Speed: 149.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 619], Speed: 149.151 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 629], Speed: 139.362 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 639], Speed: 139.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 649], Speed: 155.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 659], Speed: 155.550 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 669], Speed: 141.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 679], Speed: 148.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 689], Speed: 147.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 699], Speed: 146.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 709], Speed: 156.458 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 719], Speed: 142.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 729], Speed: 146.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 739], Speed: 145.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 749], Speed: 134.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 759], Speed: 128.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 769], Speed: 146.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 779], Speed: 149.900 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.470 [Epoch 127][Batch 789], Speed: 149.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.470 [Epoch 127][Batch 799], Speed: 144.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.470 [Epoch 127][Batch 809], Speed: 133.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.470 [Epoch 127][Batch 819], Speed: 151.777 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.470 [Epoch 127][Batch 829], Speed: 149.389 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.470 [Epoch 127][Batch 839], Speed: 152.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 849], Speed: 139.032 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 859], Speed: 150.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 869], Speed: 144.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 879], Speed: 138.133 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 889], Speed: 150.401 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 899], Speed: 140.047 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 909], Speed: 149.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 919], Speed: 140.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 929], Speed: 159.017 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 939], Speed: 147.179 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 949], Speed: 156.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 959], Speed: 153.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 969], Speed: 149.660 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 979], Speed: 144.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 989], Speed: 152.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 999], Speed: 144.666 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1009], Speed: 151.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1019], Speed: 154.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1029], Speed: 140.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1039], Speed: 142.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1049], Speed: 151.423 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.469 [Epoch 127][Batch 1059], Speed: 148.256 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1069], Speed: 153.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.469 [Epoch 127][Batch 1079], Speed: 156.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.469 [Epoch 127][Batch 1089], Speed: 155.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.469 [Epoch 127][Batch 1099], Speed: 153.275 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.469 [Epoch 127][Batch 1109], Speed: 145.938 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1119], Speed: 139.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1129], Speed: 136.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1139], Speed: 146.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1149], Speed: 142.170 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1159], Speed: 157.170 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1169], Speed: 139.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.469 [Epoch 127][Batch 1179], Speed: 156.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.468 [Epoch 127][Batch 1189], Speed: 153.453 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.468 [Epoch 127][Batch 1199], Speed: 156.239 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.468 [Epoch 127][Batch 1209], Speed: 160.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.468 [Epoch 127][Batch 1219], Speed: 149.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.468 [Epoch 127] Training cost: 808.950, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.468 [Epoch 128][Batch 9], Speed: 134.174 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 19], Speed: 142.383 samples/sec, LR=3.750000000000001e-06, WHL1=0.175, CenterRegL1=0.213, HeatmapFocal=1.468 [Epoch 128][Batch 29], Speed: 135.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 39], Speed: 152.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.213, HeatmapFocal=1.468 [Epoch 128][Batch 49], Speed: 144.764 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.213, HeatmapFocal=1.468 [Epoch 128][Batch 59], Speed: 151.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 69], Speed: 133.094 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 79], Speed: 146.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 89], Speed: 138.542 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 99], Speed: 144.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 109], Speed: 154.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 119], Speed: 152.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 129], Speed: 145.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 139], Speed: 131.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 149], Speed: 144.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 159], Speed: 152.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 169], Speed: 154.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 179], Speed: 152.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 189], Speed: 131.989 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 199], Speed: 134.238 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 209], Speed: 148.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 219], Speed: 146.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 229], Speed: 154.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 239], Speed: 149.556 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 249], Speed: 142.162 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 259], Speed: 144.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 269], Speed: 149.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 279], Speed: 147.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 289], Speed: 146.537 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.468 [Epoch 128][Batch 299], Speed: 152.795 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 309], Speed: 144.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 319], Speed: 146.896 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 329], Speed: 139.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 339], Speed: 158.883 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 349], Speed: 146.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 359], Speed: 150.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 369], Speed: 141.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 379], Speed: 136.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 389], Speed: 148.355 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 399], Speed: 146.602 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 409], Speed: 149.279 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 419], Speed: 154.839 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 429], Speed: 146.074 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 439], Speed: 150.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 449], Speed: 150.185 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 459], Speed: 145.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 469], Speed: 153.831 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 479], Speed: 149.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 489], Speed: 149.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 499], Speed: 152.206 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 509], Speed: 145.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 519], Speed: 153.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 529], Speed: 155.090 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 539], Speed: 153.925 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 549], Speed: 139.170 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 559], Speed: 140.591 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 569], Speed: 149.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 579], Speed: 143.621 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 589], Speed: 162.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 599], Speed: 157.417 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 609], Speed: 146.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 619], Speed: 145.856 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 629], Speed: 147.770 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 639], Speed: 153.271 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.467 [Epoch 128][Batch 649], Speed: 137.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 659], Speed: 136.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 669], Speed: 130.249 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 679], Speed: 145.093 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 689], Speed: 148.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 699], Speed: 150.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 709], Speed: 144.244 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 719], Speed: 154.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 729], Speed: 144.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 739], Speed: 142.183 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 749], Speed: 152.110 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 759], Speed: 151.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 769], Speed: 156.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 779], Speed: 137.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 789], Speed: 147.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 799], Speed: 149.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 809], Speed: 148.771 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 819], Speed: 155.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 829], Speed: 153.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 839], Speed: 152.173 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 849], Speed: 150.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 859], Speed: 157.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 869], Speed: 148.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 879], Speed: 156.862 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 889], Speed: 149.357 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 899], Speed: 148.068 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 909], Speed: 151.695 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 919], Speed: 141.467 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 929], Speed: 153.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 939], Speed: 157.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 949], Speed: 161.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 959], Speed: 139.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 969], Speed: 148.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 979], Speed: 148.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 989], Speed: 143.423 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.466 [Epoch 128][Batch 999], Speed: 159.887 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1009], Speed: 158.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1019], Speed: 146.972 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1029], Speed: 151.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1039], Speed: 153.932 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1049], Speed: 150.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1059], Speed: 161.410 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1069], Speed: 152.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1079], Speed: 141.146 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1089], Speed: 147.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1099], Speed: 135.358 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1109], Speed: 150.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1119], Speed: 150.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1129], Speed: 146.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1139], Speed: 152.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1149], Speed: 129.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1159], Speed: 154.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1169], Speed: 150.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1179], Speed: 141.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1189], Speed: 144.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1199], Speed: 158.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1209], Speed: 160.336 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128][Batch 1219], Speed: 151.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 128] Training cost: 818.716, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 129][Batch 9], Speed: 131.686 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.465 [Epoch 129][Batch 19], Speed: 156.290 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.465 [Epoch 129][Batch 29], Speed: 146.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.465 [Epoch 129][Batch 39], Speed: 152.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.465 [Epoch 129][Batch 49], Speed: 147.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.465 [Epoch 129][Batch 59], Speed: 151.891 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.465 [Epoch 129][Batch 69], Speed: 153.121 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.465 [Epoch 129][Batch 79], Speed: 152.696 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.465 [Epoch 129][Batch 89], Speed: 152.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.465 [Epoch 129][Batch 99], Speed: 143.692 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.465 [Epoch 129][Batch 109], Speed: 140.268 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.465 [Epoch 129][Batch 119], Speed: 155.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.464 [Epoch 129][Batch 129], Speed: 156.188 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.464 [Epoch 129][Batch 139], Speed: 144.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.464 [Epoch 129][Batch 149], Speed: 132.085 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.464 [Epoch 129][Batch 159], Speed: 146.763 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.464 [Epoch 129][Batch 169], Speed: 140.017 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.464 [Epoch 129][Batch 179], Speed: 154.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.464 [Epoch 129][Batch 189], Speed: 147.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 199], Speed: 149.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 209], Speed: 151.137 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 219], Speed: 136.135 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 229], Speed: 155.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 239], Speed: 151.047 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 249], Speed: 156.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 259], Speed: 147.099 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 269], Speed: 147.604 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 279], Speed: 147.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 289], Speed: 146.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 299], Speed: 151.814 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 309], Speed: 156.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 319], Speed: 142.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 329], Speed: 149.284 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 339], Speed: 141.163 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 349], Speed: 152.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 359], Speed: 157.194 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 369], Speed: 148.988 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 379], Speed: 146.981 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 389], Speed: 144.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 399], Speed: 152.159 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 409], Speed: 149.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 419], Speed: 145.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 429], Speed: 130.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 439], Speed: 151.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 449], Speed: 149.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 459], Speed: 153.707 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.464 [Epoch 129][Batch 469], Speed: 137.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 479], Speed: 154.829 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 489], Speed: 151.162 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 499], Speed: 152.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 509], Speed: 131.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 519], Speed: 148.335 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 529], Speed: 142.734 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 539], Speed: 150.481 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 549], Speed: 156.470 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 559], Speed: 155.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 569], Speed: 134.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 579], Speed: 149.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 589], Speed: 121.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 599], Speed: 159.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 609], Speed: 126.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 619], Speed: 149.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 629], Speed: 151.005 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 639], Speed: 145.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 649], Speed: 144.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 659], Speed: 151.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 669], Speed: 138.667 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 679], Speed: 140.489 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 689], Speed: 146.401 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 699], Speed: 157.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 709], Speed: 152.306 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 719], Speed: 155.638 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 729], Speed: 142.415 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 739], Speed: 143.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 749], Speed: 139.949 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 759], Speed: 141.261 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 769], Speed: 148.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 779], Speed: 156.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 789], Speed: 139.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 799], Speed: 153.510 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 809], Speed: 138.332 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 819], Speed: 154.164 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.463 [Epoch 129][Batch 829], Speed: 147.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 839], Speed: 160.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 849], Speed: 149.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 859], Speed: 156.899 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 869], Speed: 144.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 879], Speed: 154.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 889], Speed: 139.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 899], Speed: 161.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 909], Speed: 158.135 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 919], Speed: 156.644 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 929], Speed: 136.492 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 939], Speed: 144.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 949], Speed: 136.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 959], Speed: 153.946 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 969], Speed: 148.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 979], Speed: 147.367 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 989], Speed: 141.764 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 999], Speed: 155.557 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1009], Speed: 141.795 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1019], Speed: 156.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1029], Speed: 155.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1039], Speed: 146.866 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1049], Speed: 145.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1059], Speed: 159.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1069], Speed: 151.380 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1079], Speed: 146.951 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1089], Speed: 151.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1099], Speed: 151.465 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1109], Speed: 142.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1119], Speed: 143.457 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1129], Speed: 159.912 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1139], Speed: 142.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1149], Speed: 152.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1159], Speed: 146.507 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1169], Speed: 162.417 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.462 [Epoch 129][Batch 1179], Speed: 136.585 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 129][Batch 1189], Speed: 149.447 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 129][Batch 1199], Speed: 146.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 129][Batch 1209], Speed: 147.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 129][Batch 1219], Speed: 143.379 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 129] Training cost: 812.136, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 130][Batch 9], Speed: 146.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.210, HeatmapFocal=1.461 [Epoch 130][Batch 19], Speed: 139.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.211, HeatmapFocal=1.461 [Epoch 130][Batch 29], Speed: 152.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.212, HeatmapFocal=1.461 [Epoch 130][Batch 39], Speed: 139.478 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.213, HeatmapFocal=1.461 [Epoch 130][Batch 49], Speed: 152.054 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.213, HeatmapFocal=1.461 [Epoch 130][Batch 59], Speed: 150.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 130][Batch 69], Speed: 147.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 130][Batch 79], Speed: 144.838 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 130][Batch 89], Speed: 153.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 130][Batch 99], Speed: 154.844 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 109], Speed: 155.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 119], Speed: 151.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 129], Speed: 149.122 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 139], Speed: 151.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 149], Speed: 147.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 159], Speed: 151.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 169], Speed: 135.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 179], Speed: 147.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 189], Speed: 138.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 199], Speed: 133.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 209], Speed: 144.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 219], Speed: 155.481 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 229], Speed: 159.500 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 239], Speed: 153.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 249], Speed: 121.103 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.461 [Epoch 130][Batch 259], Speed: 158.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 269], Speed: 152.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 279], Speed: 143.699 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 289], Speed: 156.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 299], Speed: 147.929 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 309], Speed: 150.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.461 [Epoch 130][Batch 319], Speed: 138.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 329], Speed: 143.292 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 339], Speed: 141.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 349], Speed: 144.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 359], Speed: 144.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 369], Speed: 134.403 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 379], Speed: 157.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 389], Speed: 154.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 399], Speed: 148.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 409], Speed: 153.726 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 419], Speed: 152.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 429], Speed: 140.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 439], Speed: 148.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 449], Speed: 152.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 459], Speed: 137.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 469], Speed: 151.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 479], Speed: 157.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.460 [Epoch 130][Batch 489], Speed: 134.879 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 499], Speed: 148.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 509], Speed: 144.789 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 519], Speed: 142.572 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 529], Speed: 150.507 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 539], Speed: 142.810 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 549], Speed: 143.383 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 559], Speed: 130.363 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 569], Speed: 143.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 579], Speed: 149.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 589], Speed: 148.017 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 599], Speed: 158.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 609], Speed: 153.896 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 619], Speed: 150.772 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 629], Speed: 138.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 639], Speed: 152.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 649], Speed: 145.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 659], Speed: 150.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 669], Speed: 140.410 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.460 [Epoch 130][Batch 679], Speed: 139.701 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 689], Speed: 145.391 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 699], Speed: 152.429 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 709], Speed: 150.809 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 719], Speed: 156.011 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 729], Speed: 138.740 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 739], Speed: 149.107 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 749], Speed: 154.384 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 759], Speed: 144.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 769], Speed: 151.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 779], Speed: 153.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 789], Speed: 150.114 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 799], Speed: 147.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 809], Speed: 158.387 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 819], Speed: 149.563 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 829], Speed: 151.591 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 839], Speed: 140.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 849], Speed: 146.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 859], Speed: 154.393 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 869], Speed: 148.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 879], Speed: 146.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 889], Speed: 154.510 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 899], Speed: 154.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 909], Speed: 139.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 919], Speed: 143.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 929], Speed: 151.842 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 939], Speed: 150.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 949], Speed: 146.500 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 959], Speed: 152.009 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 969], Speed: 134.383 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 979], Speed: 154.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 989], Speed: 138.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 999], Speed: 151.694 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 1009], Speed: 148.720 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 1019], Speed: 142.934 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.459 [Epoch 130][Batch 1029], Speed: 150.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1039], Speed: 138.016 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1049], Speed: 150.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1059], Speed: 140.658 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1069], Speed: 153.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1079], Speed: 160.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1089], Speed: 140.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1099], Speed: 135.324 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1109], Speed: 149.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1119], Speed: 155.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1129], Speed: 143.355 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1139], Speed: 150.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1149], Speed: 134.203 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1159], Speed: 152.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1169], Speed: 147.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1179], Speed: 161.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1189], Speed: 141.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1199], Speed: 148.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1209], Speed: 152.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130][Batch 1219], Speed: 155.006 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130] Training cost: 813.776, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 130] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.357 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.545 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.377 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.134 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.558 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.301 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.192 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.705 person=45.4 bicycle=25.1 car=31.0 motorcycle=39.4 airplane=64.2 bus=61.6 train=65.4 truck=30.0 boat=19.6 traffic light=18.8 fire hydrant=61.0 stop sign=57.6 parking meter=37.4 bench=22.1 bird=27.4 cat=66.7 dog=60.0 horse=54.6 sheep=46.2 cow=46.7 elephant=62.4 bear=74.6 zebra=62.4 giraffe=65.6 backpack=10.8 umbrella=34.8 handbag=11.1 tie=24.3 suitcase=33.6 frisbee=50.9 skis=18.5 snowboard=28.2 sports ball=28.6 kite=31.6 baseball bat=21.8 baseball glove=26.9 skateboard=46.8 surfboard=30.0 tennis racket=39.4 bottle=26.9 wine glass=26.2 cup=32.8 fork=27.6 knife=12.6 spoon=13.3 bowl=33.4 banana=21.3 apple=16.7 sandwich=29.9 orange=28.0 broccoli=18.4 carrot=17.6 hot dog=28.6 pizza=44.7 donut=38.5 cake=32.5 chair=23.3 couch=43.5 potted plant=23.1 bed=45.2 dining table=26.2 toilet=60.7 tv=54.2 laptop=54.2 mouse=49.9 remote=19.3 keyboard=45.9 cell phone=26.9 microwave=46.3 oven=32.9 toaster=21.1 sink=32.3 refrigerator=52.9 book=6.0 clock=42.1 vase=29.3 scissors=24.8 teddy bear=45.6 hair drier=1.7 toothbrush=20.5 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =35.7 [Epoch 131][Batch 9], Speed: 144.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.175, CenterRegL1=0.213, HeatmapFocal=1.458 [Epoch 131][Batch 19], Speed: 142.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.213, HeatmapFocal=1.458 [Epoch 131][Batch 29], Speed: 152.322 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 131][Batch 39], Speed: 156.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 131][Batch 49], Speed: 144.200 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 131][Batch 59], Speed: 157.815 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 131][Batch 69], Speed: 154.353 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.458 [Epoch 131][Batch 79], Speed: 137.928 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.458 [Epoch 131][Batch 89], Speed: 146.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.458 [Epoch 131][Batch 99], Speed: 156.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.458 [Epoch 131][Batch 109], Speed: 159.464 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.458 [Epoch 131][Batch 119], Speed: 152.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 131][Batch 129], Speed: 146.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.458 [Epoch 131][Batch 139], Speed: 151.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 131][Batch 149], Speed: 158.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 131][Batch 159], Speed: 133.284 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.458 [Epoch 131][Batch 169], Speed: 151.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 179], Speed: 164.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 189], Speed: 150.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 199], Speed: 145.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 209], Speed: 148.852 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 219], Speed: 149.473 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 229], Speed: 153.241 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 239], Speed: 159.383 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 249], Speed: 136.290 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 259], Speed: 149.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 269], Speed: 140.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 279], Speed: 135.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 289], Speed: 151.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 299], Speed: 153.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 309], Speed: 148.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 319], Speed: 156.183 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 329], Speed: 143.759 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 339], Speed: 156.895 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 349], Speed: 146.843 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 359], Speed: 158.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 369], Speed: 144.562 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 379], Speed: 142.711 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 389], Speed: 147.121 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 399], Speed: 153.483 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 409], Speed: 157.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 419], Speed: 156.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 429], Speed: 140.967 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 439], Speed: 141.420 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 449], Speed: 134.795 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 459], Speed: 155.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 469], Speed: 154.917 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 479], Speed: 155.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 489], Speed: 151.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 499], Speed: 127.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 509], Speed: 146.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 519], Speed: 148.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.457 [Epoch 131][Batch 529], Speed: 145.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 539], Speed: 148.681 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 549], Speed: 151.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 559], Speed: 152.737 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 569], Speed: 139.772 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 579], Speed: 154.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 589], Speed: 140.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 599], Speed: 161.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 609], Speed: 153.433 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 619], Speed: 154.184 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 629], Speed: 140.425 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 639], Speed: 143.429 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 649], Speed: 138.814 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 659], Speed: 159.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 669], Speed: 147.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 679], Speed: 148.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 689], Speed: 141.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 699], Speed: 158.356 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 709], Speed: 143.421 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 719], Speed: 161.721 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 729], Speed: 148.942 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 739], Speed: 138.425 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 749], Speed: 142.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 759], Speed: 155.375 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 769], Speed: 147.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 779], Speed: 156.744 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 789], Speed: 140.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 799], Speed: 143.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 809], Speed: 152.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 819], Speed: 146.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 829], Speed: 155.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 839], Speed: 157.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 849], Speed: 152.331 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 859], Speed: 154.121 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 869], Speed: 141.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 879], Speed: 154.261 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.456 [Epoch 131][Batch 889], Speed: 139.428 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 899], Speed: 156.367 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 909], Speed: 143.557 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 919], Speed: 150.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 929], Speed: 143.701 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 939], Speed: 155.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 949], Speed: 147.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 959], Speed: 151.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 969], Speed: 147.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 979], Speed: 146.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 989], Speed: 153.679 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 999], Speed: 155.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1009], Speed: 153.603 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1019], Speed: 151.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1029], Speed: 140.807 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1039], Speed: 147.663 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1049], Speed: 151.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1059], Speed: 161.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1069], Speed: 143.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1079], Speed: 157.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1089], Speed: 147.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1099], Speed: 132.357 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1109], Speed: 141.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1119], Speed: 153.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1129], Speed: 151.470 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1139], Speed: 144.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1149], Speed: 153.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1159], Speed: 140.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1169], Speed: 152.196 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1179], Speed: 163.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1189], Speed: 145.355 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1199], Speed: 150.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1209], Speed: 150.401 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131][Batch 1219], Speed: 143.971 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 131] Training cost: 804.044, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 132][Batch 9], Speed: 147.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.455 [Epoch 132][Batch 19], Speed: 146.909 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.455 [Epoch 132][Batch 29], Speed: 148.275 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.216, HeatmapFocal=1.455 [Epoch 132][Batch 39], Speed: 152.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.216, HeatmapFocal=1.454 [Epoch 132][Batch 49], Speed: 152.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.216, HeatmapFocal=1.454 [Epoch 132][Batch 59], Speed: 149.548 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 69], Speed: 140.463 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 79], Speed: 145.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 89], Speed: 144.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 99], Speed: 146.257 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 109], Speed: 162.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 119], Speed: 145.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 129], Speed: 150.862 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 139], Speed: 143.685 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 149], Speed: 157.268 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 159], Speed: 148.605 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 169], Speed: 145.597 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 179], Speed: 158.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 189], Speed: 150.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 199], Speed: 145.909 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 209], Speed: 147.905 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 219], Speed: 151.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 229], Speed: 150.229 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 239], Speed: 149.882 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 249], Speed: 146.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 259], Speed: 140.783 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 269], Speed: 156.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 279], Speed: 147.800 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 289], Speed: 136.108 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 299], Speed: 151.820 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 309], Speed: 140.469 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 319], Speed: 149.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 329], Speed: 152.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 339], Speed: 155.793 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 349], Speed: 152.289 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 359], Speed: 155.073 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 369], Speed: 143.634 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 379], Speed: 140.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 389], Speed: 155.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 399], Speed: 153.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.454 [Epoch 132][Batch 409], Speed: 152.834 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 419], Speed: 148.199 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 429], Speed: 145.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 439], Speed: 143.419 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 449], Speed: 139.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 459], Speed: 147.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 469], Speed: 150.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 479], Speed: 155.681 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 489], Speed: 149.856 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 499], Speed: 144.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 509], Speed: 147.608 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 519], Speed: 155.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 529], Speed: 155.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 539], Speed: 156.466 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 549], Speed: 136.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 559], Speed: 147.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 569], Speed: 148.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 579], Speed: 149.797 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 589], Speed: 153.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 599], Speed: 148.634 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 609], Speed: 138.560 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 619], Speed: 139.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.453 [Epoch 132][Batch 629], Speed: 158.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 639], Speed: 142.922 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 649], Speed: 157.902 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 659], Speed: 152.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 669], Speed: 149.323 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 679], Speed: 154.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 689], Speed: 156.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 699], Speed: 159.783 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 709], Speed: 151.357 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 719], Speed: 141.283 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 729], Speed: 141.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 739], Speed: 159.795 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 749], Speed: 154.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 759], Speed: 155.701 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.453 [Epoch 132][Batch 769], Speed: 154.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 779], Speed: 153.433 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 789], Speed: 136.478 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 799], Speed: 147.884 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 809], Speed: 159.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 819], Speed: 157.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 829], Speed: 154.150 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 839], Speed: 137.793 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 849], Speed: 140.448 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 859], Speed: 136.957 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 869], Speed: 147.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 879], Speed: 153.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 889], Speed: 153.601 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 899], Speed: 145.568 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 909], Speed: 146.516 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 919], Speed: 149.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 929], Speed: 159.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 939], Speed: 149.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 949], Speed: 155.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 959], Speed: 155.366 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 969], Speed: 150.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 979], Speed: 135.593 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 989], Speed: 143.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 999], Speed: 149.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1009], Speed: 153.362 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1019], Speed: 150.996 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1029], Speed: 150.955 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1039], Speed: 146.271 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1049], Speed: 152.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1059], Speed: 155.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1069], Speed: 151.828 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1079], Speed: 157.394 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1089], Speed: 143.006 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1099], Speed: 141.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1109], Speed: 156.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1119], Speed: 151.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1129], Speed: 142.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.452 [Epoch 132][Batch 1139], Speed: 149.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 132][Batch 1149], Speed: 150.367 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 132][Batch 1159], Speed: 165.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 132][Batch 1169], Speed: 154.935 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 132][Batch 1179], Speed: 148.679 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 132][Batch 1189], Speed: 150.650 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 132][Batch 1199], Speed: 159.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 132][Batch 1209], Speed: 148.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 132][Batch 1219], Speed: 146.136 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 132] Training cost: 806.206, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 9], Speed: 156.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.451 [Epoch 133][Batch 19], Speed: 149.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.175, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 29], Speed: 135.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 39], Speed: 150.489 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.213, HeatmapFocal=1.451 [Epoch 133][Batch 49], Speed: 141.728 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 59], Speed: 143.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 69], Speed: 152.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.174, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 79], Speed: 148.519 samples/sec, LR=3.750000000000001e-06, WHL1=0.175, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 89], Speed: 147.608 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 99], Speed: 148.878 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 109], Speed: 150.538 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 119], Speed: 147.483 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 129], Speed: 159.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 139], Speed: 147.256 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 149], Speed: 146.238 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 159], Speed: 140.894 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 169], Speed: 133.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.451 [Epoch 133][Batch 179], Speed: 136.541 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.451 [Epoch 133][Batch 189], Speed: 152.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 199], Speed: 150.283 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 209], Speed: 146.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 219], Speed: 150.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 229], Speed: 150.833 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 239], Speed: 146.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 249], Speed: 148.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 259], Speed: 143.896 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 269], Speed: 142.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.451 [Epoch 133][Batch 279], Speed: 134.196 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.451 [Epoch 133][Batch 289], Speed: 148.941 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 299], Speed: 158.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 309], Speed: 154.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 319], Speed: 148.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 329], Speed: 139.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 339], Speed: 146.829 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 349], Speed: 147.650 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 359], Speed: 156.467 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 369], Speed: 151.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 379], Speed: 145.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 389], Speed: 151.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 399], Speed: 150.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 409], Speed: 150.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 419], Speed: 156.297 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 429], Speed: 154.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 439], Speed: 155.553 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 449], Speed: 152.982 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 459], Speed: 142.856 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 469], Speed: 145.656 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 479], Speed: 142.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 489], Speed: 145.815 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 499], Speed: 156.829 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 509], Speed: 141.464 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 519], Speed: 139.585 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 529], Speed: 152.255 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 539], Speed: 157.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 549], Speed: 143.260 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 559], Speed: 156.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 569], Speed: 156.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 579], Speed: 139.634 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 589], Speed: 140.912 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 599], Speed: 159.721 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 609], Speed: 140.232 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 619], Speed: 144.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 629], Speed: 149.145 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 639], Speed: 147.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 649], Speed: 142.054 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.450 [Epoch 133][Batch 659], Speed: 149.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 669], Speed: 146.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 679], Speed: 159.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 689], Speed: 154.379 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 699], Speed: 142.045 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 709], Speed: 151.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 719], Speed: 150.001 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 729], Speed: 151.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 739], Speed: 145.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 749], Speed: 147.718 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 759], Speed: 136.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 769], Speed: 154.894 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 779], Speed: 141.453 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 789], Speed: 135.470 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 799], Speed: 151.804 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 809], Speed: 147.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 819], Speed: 143.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 829], Speed: 147.481 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 839], Speed: 156.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 849], Speed: 143.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 859], Speed: 141.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 869], Speed: 142.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 879], Speed: 140.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 889], Speed: 150.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 899], Speed: 153.894 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 909], Speed: 144.949 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 919], Speed: 144.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 929], Speed: 154.091 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 939], Speed: 136.239 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 949], Speed: 155.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 959], Speed: 145.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 969], Speed: 144.837 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 979], Speed: 152.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 989], Speed: 148.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 999], Speed: 142.550 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 1009], Speed: 140.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 1019], Speed: 152.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.449 [Epoch 133][Batch 1029], Speed: 152.920 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1039], Speed: 152.154 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1049], Speed: 150.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1059], Speed: 136.592 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1069], Speed: 156.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1079], Speed: 155.969 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1089], Speed: 144.503 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1099], Speed: 142.839 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1109], Speed: 157.144 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1119], Speed: 144.074 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1129], Speed: 150.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1139], Speed: 145.394 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1149], Speed: 142.151 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1159], Speed: 139.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1169], Speed: 150.487 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1179], Speed: 151.816 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1189], Speed: 159.694 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1199], Speed: 156.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1209], Speed: 157.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133][Batch 1219], Speed: 135.104 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 133] Training cost: 806.915, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 9], Speed: 148.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.212, HeatmapFocal=1.448 [Epoch 134][Batch 19], Speed: 150.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.173, CenterRegL1=0.213, HeatmapFocal=1.448 [Epoch 134][Batch 29], Speed: 148.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.175, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 39], Speed: 150.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 49], Speed: 144.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 59], Speed: 147.066 samples/sec, LR=3.750000000000001e-06, WHL1=0.174, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 69], Speed: 146.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 79], Speed: 149.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 89], Speed: 156.435 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.213, HeatmapFocal=1.448 [Epoch 134][Batch 99], Speed: 135.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.175, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 109], Speed: 144.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 119], Speed: 155.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 129], Speed: 143.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 139], Speed: 152.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 149], Speed: 152.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 159], Speed: 145.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.213, HeatmapFocal=1.448 [Epoch 134][Batch 169], Speed: 140.856 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.213, HeatmapFocal=1.448 [Epoch 134][Batch 179], Speed: 139.728 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.448 [Epoch 134][Batch 189], Speed: 144.866 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 199], Speed: 146.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 209], Speed: 157.290 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 219], Speed: 148.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 229], Speed: 140.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 239], Speed: 152.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 249], Speed: 131.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 259], Speed: 148.840 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 269], Speed: 151.856 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 279], Speed: 154.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 289], Speed: 140.244 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 299], Speed: 146.271 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 309], Speed: 139.692 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 319], Speed: 150.469 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 329], Speed: 162.645 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 339], Speed: 155.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 349], Speed: 158.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 359], Speed: 143.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 369], Speed: 142.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 379], Speed: 150.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 389], Speed: 152.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 399], Speed: 155.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 409], Speed: 144.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 419], Speed: 144.935 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 429], Speed: 137.195 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 439], Speed: 146.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 449], Speed: 145.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 459], Speed: 152.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 469], Speed: 147.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 479], Speed: 148.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 489], Speed: 142.646 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 499], Speed: 144.587 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 509], Speed: 142.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 519], Speed: 145.103 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 529], Speed: 152.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 539], Speed: 154.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 549], Speed: 139.968 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.447 [Epoch 134][Batch 559], Speed: 142.931 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 569], Speed: 153.067 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 579], Speed: 148.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 589], Speed: 149.520 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 599], Speed: 148.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 609], Speed: 141.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 619], Speed: 138.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 629], Speed: 158.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 639], Speed: 144.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 649], Speed: 142.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 659], Speed: 152.638 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 669], Speed: 136.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 679], Speed: 139.622 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 689], Speed: 145.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 699], Speed: 147.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 709], Speed: 154.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 719], Speed: 151.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 729], Speed: 141.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 739], Speed: 140.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 749], Speed: 153.587 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 759], Speed: 155.535 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 769], Speed: 147.134 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 779], Speed: 145.989 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 789], Speed: 140.122 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 799], Speed: 156.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 809], Speed: 137.397 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 819], Speed: 152.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 829], Speed: 154.163 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 839], Speed: 157.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 849], Speed: 136.064 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 859], Speed: 140.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 869], Speed: 128.297 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 879], Speed: 158.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 889], Speed: 146.975 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 899], Speed: 155.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 909], Speed: 147.538 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 919], Speed: 156.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 929], Speed: 152.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.446 [Epoch 134][Batch 939], Speed: 153.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 949], Speed: 135.707 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 959], Speed: 153.854 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 969], Speed: 137.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 979], Speed: 136.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 989], Speed: 141.856 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 999], Speed: 150.930 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1009], Speed: 136.601 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1019], Speed: 159.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1029], Speed: 148.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1039], Speed: 149.535 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1049], Speed: 139.916 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1059], Speed: 152.032 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1069], Speed: 146.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1079], Speed: 153.593 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1089], Speed: 133.842 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1099], Speed: 157.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1109], Speed: 153.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1119], Speed: 159.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1129], Speed: 149.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1139], Speed: 150.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1149], Speed: 152.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1159], Speed: 156.630 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1169], Speed: 148.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1179], Speed: 160.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1189], Speed: 142.663 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1199], Speed: 138.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1209], Speed: 159.796 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134][Batch 1219], Speed: 153.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 134] Training cost: 807.099, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 135][Batch 9], Speed: 143.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.445 [Epoch 135][Batch 19], Speed: 145.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 135][Batch 29], Speed: 161.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.445 [Epoch 135][Batch 39], Speed: 158.662 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.445 [Epoch 135][Batch 49], Speed: 146.054 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 135][Batch 59], Speed: 146.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 135][Batch 69], Speed: 140.435 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 135][Batch 79], Speed: 146.743 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 135][Batch 89], Speed: 156.234 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.445 [Epoch 135][Batch 99], Speed: 150.594 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 109], Speed: 139.975 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 119], Speed: 149.464 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 129], Speed: 148.796 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 139], Speed: 150.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 149], Speed: 147.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 159], Speed: 143.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 169], Speed: 126.213 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 179], Speed: 149.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 189], Speed: 143.888 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 199], Speed: 141.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 209], Speed: 161.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 219], Speed: 149.782 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 229], Speed: 145.804 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 239], Speed: 156.241 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 249], Speed: 140.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 259], Speed: 139.391 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 269], Speed: 145.971 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 279], Speed: 154.667 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 289], Speed: 140.440 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 299], Speed: 161.695 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 309], Speed: 145.600 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 319], Speed: 143.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 329], Speed: 155.653 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 339], Speed: 150.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 349], Speed: 152.465 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 359], Speed: 148.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 369], Speed: 139.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 379], Speed: 139.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 389], Speed: 149.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 399], Speed: 155.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 409], Speed: 139.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 419], Speed: 152.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 429], Speed: 148.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 439], Speed: 147.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 449], Speed: 152.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 459], Speed: 157.283 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 469], Speed: 152.641 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.444 [Epoch 135][Batch 479], Speed: 153.222 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 489], Speed: 137.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 499], Speed: 134.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 509], Speed: 157.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 519], Speed: 153.809 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 529], Speed: 128.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 539], Speed: 157.955 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 549], Speed: 137.261 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 559], Speed: 135.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 569], Speed: 147.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 579], Speed: 155.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 589], Speed: 152.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 599], Speed: 163.744 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 609], Speed: 155.016 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 619], Speed: 126.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 629], Speed: 142.231 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 639], Speed: 154.499 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 649], Speed: 141.774 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 659], Speed: 151.914 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 669], Speed: 141.288 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 679], Speed: 144.734 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 689], Speed: 149.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 699], Speed: 151.630 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 709], Speed: 151.043 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 719], Speed: 153.539 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 729], Speed: 150.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 739], Speed: 140.464 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 749], Speed: 147.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 759], Speed: 156.420 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 769], Speed: 146.498 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 779], Speed: 148.063 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 789], Speed: 146.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 799], Speed: 134.965 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 809], Speed: 157.797 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 819], Speed: 161.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 829], Speed: 152.016 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 839], Speed: 151.414 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 849], Speed: 145.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.443 [Epoch 135][Batch 859], Speed: 139.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 869], Speed: 148.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 879], Speed: 144.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 889], Speed: 138.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 899], Speed: 151.953 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 909], Speed: 144.555 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 919], Speed: 158.543 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 929], Speed: 155.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 939], Speed: 155.498 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 949], Speed: 143.073 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 959], Speed: 158.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 969], Speed: 148.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 979], Speed: 153.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 989], Speed: 152.260 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 999], Speed: 146.391 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1009], Speed: 145.124 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1019], Speed: 156.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1029], Speed: 147.064 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1039], Speed: 154.905 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1049], Speed: 158.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1059], Speed: 150.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1069], Speed: 156.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1079], Speed: 153.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1089], Speed: 136.708 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1099], Speed: 141.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1109], Speed: 147.968 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1119], Speed: 137.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1129], Speed: 152.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1139], Speed: 143.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1149], Speed: 141.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1159], Speed: 160.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1169], Speed: 156.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1179], Speed: 163.992 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1189], Speed: 158.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1199], Speed: 158.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1209], Speed: 159.084 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135][Batch 1219], Speed: 162.461 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 135] Training cost: 817.145, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.442 [Epoch 136][Batch 9], Speed: 148.766 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.212, HeatmapFocal=1.442 [Epoch 136][Batch 19], Speed: 151.170 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 29], Speed: 151.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.441 [Epoch 136][Batch 39], Speed: 152.804 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 49], Speed: 148.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.441 [Epoch 136][Batch 59], Speed: 160.687 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.441 [Epoch 136][Batch 69], Speed: 154.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.441 [Epoch 136][Batch 79], Speed: 151.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 89], Speed: 140.104 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 99], Speed: 156.133 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.441 [Epoch 136][Batch 109], Speed: 148.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 119], Speed: 146.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.441 [Epoch 136][Batch 129], Speed: 153.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.441 [Epoch 136][Batch 139], Speed: 150.599 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.441 [Epoch 136][Batch 149], Speed: 146.957 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.441 [Epoch 136][Batch 159], Speed: 145.714 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.441 [Epoch 136][Batch 169], Speed: 150.679 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 179], Speed: 156.812 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 189], Speed: 153.222 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 199], Speed: 151.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 209], Speed: 148.051 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 219], Speed: 161.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 229], Speed: 153.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 239], Speed: 147.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 249], Speed: 151.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 259], Speed: 155.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 269], Speed: 138.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 279], Speed: 155.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 289], Speed: 147.728 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 299], Speed: 157.006 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 309], Speed: 143.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 319], Speed: 149.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 329], Speed: 142.753 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 339], Speed: 158.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 349], Speed: 154.322 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 359], Speed: 152.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 369], Speed: 148.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 379], Speed: 147.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 389], Speed: 144.849 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 399], Speed: 156.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.441 [Epoch 136][Batch 409], Speed: 158.120 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 419], Speed: 157.789 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 429], Speed: 144.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 439], Speed: 154.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 449], Speed: 142.459 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 459], Speed: 140.656 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 469], Speed: 154.225 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 479], Speed: 157.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 489], Speed: 136.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 499], Speed: 144.908 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 509], Speed: 141.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 519], Speed: 155.093 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 529], Speed: 147.747 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 539], Speed: 160.260 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 549], Speed: 140.066 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 559], Speed: 144.630 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 569], Speed: 152.537 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 579], Speed: 153.963 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 589], Speed: 152.971 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 599], Speed: 150.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 609], Speed: 146.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 619], Speed: 131.196 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 629], Speed: 135.454 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 639], Speed: 153.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 649], Speed: 155.971 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 659], Speed: 157.589 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 669], Speed: 151.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 679], Speed: 146.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 689], Speed: 138.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 699], Speed: 150.353 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 709], Speed: 161.974 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 719], Speed: 159.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 729], Speed: 150.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 739], Speed: 138.435 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 749], Speed: 151.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 759], Speed: 151.021 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 769], Speed: 150.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 779], Speed: 158.177 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 789], Speed: 141.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.440 [Epoch 136][Batch 799], Speed: 147.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 809], Speed: 156.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 819], Speed: 146.238 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 829], Speed: 146.388 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 839], Speed: 156.909 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 849], Speed: 144.571 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 859], Speed: 143.296 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 869], Speed: 135.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 879], Speed: 151.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 889], Speed: 154.039 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 899], Speed: 160.880 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 909], Speed: 151.272 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 919], Speed: 141.919 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 929], Speed: 154.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 939], Speed: 156.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 949], Speed: 148.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 959], Speed: 146.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 969], Speed: 136.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 979], Speed: 149.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 989], Speed: 138.292 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 999], Speed: 156.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1009], Speed: 142.366 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1019], Speed: 161.868 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1029], Speed: 147.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1039], Speed: 155.035 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1049], Speed: 150.038 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1059], Speed: 148.985 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1069], Speed: 155.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1079], Speed: 158.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1089], Speed: 132.694 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1099], Speed: 147.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1109], Speed: 146.599 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1119], Speed: 147.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1129], Speed: 136.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1139], Speed: 151.822 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1149], Speed: 156.416 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1159], Speed: 140.045 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1169], Speed: 157.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1179], Speed: 150.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.439 [Epoch 136][Batch 1189], Speed: 148.056 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 136][Batch 1199], Speed: 162.572 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 136][Batch 1209], Speed: 139.982 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 136][Batch 1219], Speed: 145.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 136] Training cost: 806.494, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 9], Speed: 146.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.217, HeatmapFocal=1.438 [Epoch 137][Batch 19], Speed: 140.777 samples/sec, LR=3.750000000000001e-06, WHL1=0.175, CenterRegL1=0.218, HeatmapFocal=1.438 [Epoch 137][Batch 29], Speed: 156.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.174, CenterRegL1=0.216, HeatmapFocal=1.438 [Epoch 137][Batch 39], Speed: 156.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.215, HeatmapFocal=1.438 [Epoch 137][Batch 49], Speed: 147.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.438 [Epoch 137][Batch 59], Speed: 146.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.438 [Epoch 137][Batch 69], Speed: 147.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.438 [Epoch 137][Batch 79], Speed: 151.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.438 [Epoch 137][Batch 89], Speed: 160.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.438 [Epoch 137][Batch 99], Speed: 147.376 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.438 [Epoch 137][Batch 109], Speed: 144.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 119], Speed: 149.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 129], Speed: 142.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 139], Speed: 141.550 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.438 [Epoch 137][Batch 149], Speed: 141.879 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 159], Speed: 155.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 169], Speed: 145.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 179], Speed: 155.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 189], Speed: 137.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 199], Speed: 137.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 209], Speed: 147.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 219], Speed: 156.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 229], Speed: 152.949 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 239], Speed: 151.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 249], Speed: 153.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 259], Speed: 147.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 269], Speed: 143.335 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 279], Speed: 157.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 289], Speed: 152.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 299], Speed: 153.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 309], Speed: 150.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 319], Speed: 145.867 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 329], Speed: 153.617 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 339], Speed: 155.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.438 [Epoch 137][Batch 349], Speed: 155.393 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 359], Speed: 161.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 369], Speed: 143.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 379], Speed: 133.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 389], Speed: 152.560 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 399], Speed: 155.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 409], Speed: 157.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 419], Speed: 140.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 429], Speed: 149.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 439], Speed: 142.264 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 449], Speed: 152.068 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 459], Speed: 153.393 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 469], Speed: 151.002 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 479], Speed: 160.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 489], Speed: 149.058 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 499], Speed: 143.916 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 509], Speed: 149.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 519], Speed: 157.420 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 529], Speed: 144.939 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 539], Speed: 149.104 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 549], Speed: 150.269 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 559], Speed: 144.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 569], Speed: 144.996 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 579], Speed: 158.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 589], Speed: 152.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 599], Speed: 161.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 609], Speed: 151.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 619], Speed: 150.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 629], Speed: 149.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 639], Speed: 154.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 649], Speed: 152.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 659], Speed: 145.730 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 669], Speed: 144.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 679], Speed: 144.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 689], Speed: 136.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 699], Speed: 152.614 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 709], Speed: 152.066 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 719], Speed: 156.794 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 729], Speed: 149.038 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.437 [Epoch 137][Batch 739], Speed: 134.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 749], Speed: 147.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 759], Speed: 158.415 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 769], Speed: 147.368 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 779], Speed: 161.806 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 789], Speed: 141.287 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 799], Speed: 147.466 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 809], Speed: 151.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 819], Speed: 156.365 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 829], Speed: 140.844 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 839], Speed: 162.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 849], Speed: 151.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 859], Speed: 146.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 869], Speed: 141.944 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 879], Speed: 150.339 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 889], Speed: 134.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 899], Speed: 154.366 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 909], Speed: 147.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 919], Speed: 138.668 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 929], Speed: 141.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 939], Speed: 159.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 949], Speed: 151.923 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 959], Speed: 156.528 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 969], Speed: 141.146 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 979], Speed: 148.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 989], Speed: 150.876 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 999], Speed: 153.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1009], Speed: 153.645 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1019], Speed: 156.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1029], Speed: 147.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1039], Speed: 145.234 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1049], Speed: 143.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1059], Speed: 154.417 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1069], Speed: 153.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1079], Speed: 156.413 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1089], Speed: 154.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1099], Speed: 141.024 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1109], Speed: 150.935 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1119], Speed: 155.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1129], Speed: 158.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.436 [Epoch 137][Batch 1139], Speed: 157.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 137][Batch 1149], Speed: 163.688 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 137][Batch 1159], Speed: 158.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 137][Batch 1169], Speed: 142.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 137][Batch 1179], Speed: 159.862 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 137][Batch 1189], Speed: 156.868 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 137][Batch 1199], Speed: 146.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 137][Batch 1209], Speed: 141.177 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 137][Batch 1219], Speed: 152.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 137] Training cost: 805.584, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 138][Batch 9], Speed: 132.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.216, HeatmapFocal=1.435 [Epoch 138][Batch 19], Speed: 147.438 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 29], Speed: 155.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 138][Batch 39], Speed: 136.902 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 49], Speed: 146.917 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 59], Speed: 155.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 69], Speed: 146.653 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 79], Speed: 148.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 89], Speed: 158.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 99], Speed: 156.379 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 109], Speed: 152.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 119], Speed: 160.133 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 129], Speed: 145.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 139], Speed: 143.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 149], Speed: 151.982 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 159], Speed: 149.720 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 138][Batch 169], Speed: 143.336 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 138][Batch 179], Speed: 155.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 138][Batch 189], Speed: 147.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.435 [Epoch 138][Batch 199], Speed: 151.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 209], Speed: 147.413 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 219], Speed: 154.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 229], Speed: 138.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 239], Speed: 155.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 249], Speed: 142.047 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 259], Speed: 147.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 269], Speed: 142.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 279], Speed: 143.362 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 289], Speed: 138.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 299], Speed: 162.663 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.435 [Epoch 138][Batch 309], Speed: 150.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 319], Speed: 152.952 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 329], Speed: 157.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 339], Speed: 154.241 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 349], Speed: 154.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 359], Speed: 162.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 369], Speed: 133.332 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 379], Speed: 128.989 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 389], Speed: 147.650 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 399], Speed: 145.213 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 409], Speed: 145.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 419], Speed: 161.777 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 429], Speed: 148.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 439], Speed: 144.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 449], Speed: 155.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.434 [Epoch 138][Batch 459], Speed: 141.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 469], Speed: 146.022 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 479], Speed: 151.764 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 489], Speed: 153.425 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 499], Speed: 150.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 509], Speed: 147.763 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 519], Speed: 144.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 529], Speed: 149.345 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 539], Speed: 158.614 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 549], Speed: 138.903 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 559], Speed: 139.503 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 569], Speed: 140.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 579], Speed: 145.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 589], Speed: 146.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 599], Speed: 160.795 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 609], Speed: 142.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 619], Speed: 147.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 629], Speed: 130.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 639], Speed: 139.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 649], Speed: 149.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 659], Speed: 160.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 669], Speed: 145.287 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 679], Speed: 146.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 689], Speed: 154.509 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 699], Speed: 149.821 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.434 [Epoch 138][Batch 709], Speed: 153.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 719], Speed: 165.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 729], Speed: 134.484 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 739], Speed: 120.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 749], Speed: 153.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 759], Speed: 142.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 769], Speed: 147.353 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 779], Speed: 153.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 789], Speed: 146.930 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 799], Speed: 144.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 809], Speed: 137.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 819], Speed: 142.419 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 829], Speed: 146.269 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 839], Speed: 148.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 849], Speed: 141.188 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 859], Speed: 157.054 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 869], Speed: 146.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 879], Speed: 154.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 889], Speed: 149.863 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 899], Speed: 141.888 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 909], Speed: 138.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 919], Speed: 143.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 929], Speed: 156.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 939], Speed: 146.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 949], Speed: 157.177 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 959], Speed: 158.325 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 969], Speed: 130.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 979], Speed: 145.255 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 989], Speed: 152.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 999], Speed: 144.509 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1009], Speed: 153.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1019], Speed: 158.533 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1029], Speed: 148.995 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1039], Speed: 151.296 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1049], Speed: 152.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1059], Speed: 151.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1069], Speed: 138.429 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1079], Speed: 161.368 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1089], Speed: 143.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1099], Speed: 147.783 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.433 [Epoch 138][Batch 1109], Speed: 132.797 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1119], Speed: 150.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1129], Speed: 147.063 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1139], Speed: 149.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1149], Speed: 147.329 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1159], Speed: 136.714 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1169], Speed: 149.806 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1179], Speed: 142.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1189], Speed: 158.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1199], Speed: 151.650 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1209], Speed: 146.468 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138][Batch 1219], Speed: 152.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 138] Training cost: 808.205, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 9], Speed: 133.841 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.432 [Epoch 139][Batch 19], Speed: 141.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 29], Speed: 146.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 39], Speed: 152.174 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 49], Speed: 158.660 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 59], Speed: 149.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 69], Speed: 147.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 79], Speed: 154.336 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.215, HeatmapFocal=1.432 [Epoch 139][Batch 89], Speed: 145.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 99], Speed: 157.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 109], Speed: 156.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 119], Speed: 159.011 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 129], Speed: 135.682 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 139], Speed: 143.029 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 149], Speed: 146.893 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 159], Speed: 145.234 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 169], Speed: 145.335 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 179], Speed: 155.011 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 189], Speed: 139.663 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 199], Speed: 134.856 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 209], Speed: 143.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 219], Speed: 148.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 229], Speed: 151.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 239], Speed: 150.498 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 249], Speed: 144.940 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 259], Speed: 152.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 269], Speed: 151.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 279], Speed: 145.617 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.432 [Epoch 139][Batch 289], Speed: 155.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 299], Speed: 148.057 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 309], Speed: 146.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 319], Speed: 137.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 329], Speed: 152.495 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 339], Speed: 155.695 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 349], Speed: 157.205 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 359], Speed: 144.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 369], Speed: 151.156 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 379], Speed: 155.469 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 389], Speed: 151.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 399], Speed: 148.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 409], Speed: 154.720 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 419], Speed: 148.630 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 429], Speed: 148.102 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 439], Speed: 152.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 449], Speed: 159.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 459], Speed: 146.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 469], Speed: 140.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 479], Speed: 154.138 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 489], Speed: 153.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 499], Speed: 150.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 509], Speed: 148.651 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 519], Speed: 144.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 529], Speed: 146.793 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 539], Speed: 155.212 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 549], Speed: 145.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 559], Speed: 142.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 569], Speed: 152.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 579], Speed: 147.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 589], Speed: 157.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 599], Speed: 151.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 609], Speed: 153.534 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 619], Speed: 154.641 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 629], Speed: 141.088 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 639], Speed: 142.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 649], Speed: 157.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 659], Speed: 154.034 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 669], Speed: 152.718 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 679], Speed: 147.622 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.431 [Epoch 139][Batch 689], Speed: 146.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 699], Speed: 148.285 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 709], Speed: 136.866 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 719], Speed: 154.499 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 729], Speed: 146.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 739], Speed: 151.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 749], Speed: 134.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 759], Speed: 140.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 769], Speed: 153.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 779], Speed: 138.953 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 789], Speed: 145.753 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 799], Speed: 142.411 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 809], Speed: 157.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 819], Speed: 143.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 829], Speed: 159.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 839], Speed: 150.180 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 849], Speed: 142.047 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 859], Speed: 151.663 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 869], Speed: 144.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 879], Speed: 145.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 889], Speed: 151.996 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 899], Speed: 154.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 909], Speed: 134.401 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 919], Speed: 150.787 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 929], Speed: 154.473 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 939], Speed: 146.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 949], Speed: 148.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 959], Speed: 154.809 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 969], Speed: 153.056 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 979], Speed: 146.645 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 989], Speed: 151.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 999], Speed: 153.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 1009], Speed: 158.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 1019], Speed: 146.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 1029], Speed: 148.711 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 1039], Speed: 144.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 1049], Speed: 154.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 1059], Speed: 145.208 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 1069], Speed: 150.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 1079], Speed: 143.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 1089], Speed: 153.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.430 [Epoch 139][Batch 1099], Speed: 144.593 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1109], Speed: 144.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1119], Speed: 159.361 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1129], Speed: 145.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1139], Speed: 159.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1149], Speed: 149.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1159], Speed: 160.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1169], Speed: 149.252 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1179], Speed: 136.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1189], Speed: 141.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1199], Speed: 158.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1209], Speed: 152.093 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139][Batch 1219], Speed: 167.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139] Training cost: 805.391, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.429 [Epoch 139] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.358 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.546 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.378 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.302 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.450 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.507 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.704 person=45.4 bicycle=24.9 car=31.1 motorcycle=38.9 airplane=64.5 bus=61.4 train=65.5 truck=30.5 boat=19.8 traffic light=19.2 fire hydrant=62.1 stop sign=57.3 parking meter=37.4 bench=21.8 bird=27.4 cat=66.6 dog=60.5 horse=53.6 sheep=46.8 cow=46.9 elephant=62.7 bear=74.1 zebra=62.6 giraffe=65.6 backpack=10.9 umbrella=34.2 handbag=10.9 tie=24.8 suitcase=33.2 frisbee=50.4 skis=18.2 snowboard=28.3 sports ball=28.5 kite=31.9 baseball bat=21.8 baseball glove=26.4 skateboard=46.9 surfboard=30.1 tennis racket=39.3 bottle=26.7 wine glass=26.2 cup=32.8 fork=27.5 knife=12.8 spoon=13.9 bowl=33.2 banana=21.4 apple=16.9 sandwich=30.2 orange=28.0 broccoli=18.2 carrot=17.5 hot dog=28.3 pizza=44.5 donut=38.2 cake=32.7 chair=23.2 couch=43.3 potted plant=23.0 bed=46.6 dining table=26.3 toilet=60.5 tv=53.9 laptop=53.5 mouse=50.6 remote=19.6 keyboard=45.3 cell phone=26.5 microwave=46.6 oven=33.3 toaster=24.8 sink=32.6 refrigerator=53.5 book=6.0 clock=42.9 vase=30.0 scissors=23.8 teddy bear=44.3 hair drier=0.9 toothbrush=19.6 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =35.8