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='resnet50_v1b', num_samples=117266, num_workers=60, resume='', save_interval=10, save_prefix='center_net_resnet50_v1b_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: 202.261 samples/sec, LR=0.000375, WHL1=2.270, CenterRegL1=0.464, HeatmapFocal=304.758 [Epoch 0][Batch 19], Speed: 201.222 samples/sec, LR=0.000375, WHL1=2.279, CenterRegL1=0.386, HeatmapFocal=245.312 [Epoch 0][Batch 29], Speed: 230.326 samples/sec, LR=0.000375, WHL1=2.268, CenterRegL1=0.346, HeatmapFocal=216.408 [Epoch 0][Batch 39], Speed: 198.427 samples/sec, LR=0.000375, WHL1=2.234, CenterRegL1=0.323, HeatmapFocal=193.404 [Epoch 0][Batch 49], Speed: 220.156 samples/sec, LR=0.000375, WHL1=2.194, CenterRegL1=0.308, HeatmapFocal=173.135 [Epoch 0][Batch 59], Speed: 226.034 samples/sec, LR=0.000375, WHL1=2.152, CenterRegL1=0.298, HeatmapFocal=154.128 [Epoch 0][Batch 69], Speed: 208.695 samples/sec, LR=0.000375, WHL1=2.112, CenterRegL1=0.291, HeatmapFocal=136.670 [Epoch 0][Batch 79], Speed: 220.770 samples/sec, LR=0.000375, WHL1=2.075, CenterRegL1=0.286, HeatmapFocal=121.684 [Epoch 0][Batch 89], Speed: 241.713 samples/sec, LR=0.000375, WHL1=2.046, CenterRegL1=0.281, HeatmapFocal=109.276 [Epoch 0][Batch 99], Speed: 233.365 samples/sec, LR=0.000375, WHL1=2.013, CenterRegL1=0.278, HeatmapFocal=99.060 [Epoch 0][Batch 109], Speed: 244.568 samples/sec, LR=0.000375, WHL1=1.984, CenterRegL1=0.275, HeatmapFocal=90.620 [Epoch 0][Batch 119], Speed: 236.796 samples/sec, LR=0.000375, WHL1=1.967, CenterRegL1=0.273, HeatmapFocal=83.553 [Epoch 0][Batch 129], Speed: 230.005 samples/sec, LR=0.000375, WHL1=1.953, CenterRegL1=0.271, HeatmapFocal=77.545 [Epoch 0][Batch 139], Speed: 232.713 samples/sec, LR=0.000375, WHL1=1.943, CenterRegL1=0.270, HeatmapFocal=72.384 [Epoch 0][Batch 149], Speed: 215.494 samples/sec, LR=0.000375, WHL1=1.932, CenterRegL1=0.268, HeatmapFocal=67.899 [Epoch 0][Batch 159], Speed: 218.038 samples/sec, LR=0.000375, WHL1=1.923, CenterRegL1=0.267, HeatmapFocal=63.964 [Epoch 0][Batch 169], Speed: 229.787 samples/sec, LR=0.000375, WHL1=1.913, CenterRegL1=0.266, HeatmapFocal=60.491 [Epoch 0][Batch 179], Speed: 196.405 samples/sec, LR=0.000375, WHL1=1.904, CenterRegL1=0.265, HeatmapFocal=57.395 [Epoch 0][Batch 189], Speed: 230.166 samples/sec, LR=0.000375, WHL1=1.893, CenterRegL1=0.265, HeatmapFocal=54.621 [Epoch 0][Batch 199], Speed: 226.908 samples/sec, LR=0.000375, WHL1=1.885, CenterRegL1=0.264, HeatmapFocal=52.121 [Epoch 0][Batch 209], Speed: 203.901 samples/sec, LR=0.000375, WHL1=1.878, CenterRegL1=0.264, HeatmapFocal=49.857 [Epoch 0][Batch 219], Speed: 234.537 samples/sec, LR=0.000375, WHL1=1.869, CenterRegL1=0.263, HeatmapFocal=47.795 [Epoch 0][Batch 229], Speed: 220.438 samples/sec, LR=0.000375, WHL1=1.858, CenterRegL1=0.263, HeatmapFocal=45.908 [Epoch 0][Batch 239], Speed: 216.143 samples/sec, LR=0.000375, WHL1=1.848, CenterRegL1=0.263, HeatmapFocal=44.177 [Epoch 0][Batch 249], Speed: 231.726 samples/sec, LR=0.000375, WHL1=1.840, CenterRegL1=0.263, HeatmapFocal=42.586 [Epoch 0][Batch 259], Speed: 200.378 samples/sec, LR=0.000375, WHL1=1.830, CenterRegL1=0.263, HeatmapFocal=41.111 [Epoch 0][Batch 269], Speed: 206.999 samples/sec, LR=0.000375, WHL1=1.822, CenterRegL1=0.262, HeatmapFocal=39.747 [Epoch 0][Batch 279], Speed: 225.123 samples/sec, LR=0.000375, WHL1=1.813, CenterRegL1=0.262, HeatmapFocal=38.479 [Epoch 0][Batch 289], Speed: 223.169 samples/sec, LR=0.000375, WHL1=1.806, CenterRegL1=0.262, HeatmapFocal=37.298 [Epoch 0][Batch 299], Speed: 223.221 samples/sec, LR=0.000375, WHL1=1.797, CenterRegL1=0.262, HeatmapFocal=36.193 [Epoch 0][Batch 309], Speed: 237.337 samples/sec, LR=0.000375, WHL1=1.791, CenterRegL1=0.262, HeatmapFocal=35.161 [Epoch 0][Batch 319], Speed: 195.727 samples/sec, LR=0.000375, WHL1=1.785, CenterRegL1=0.262, HeatmapFocal=34.191 [Epoch 0][Batch 329], Speed: 226.054 samples/sec, LR=0.000375, WHL1=1.777, CenterRegL1=0.261, HeatmapFocal=33.279 [Epoch 0][Batch 339], Speed: 224.170 samples/sec, LR=0.000375, WHL1=1.767, CenterRegL1=0.261, HeatmapFocal=32.419 [Epoch 0][Batch 349], Speed: 208.950 samples/sec, LR=0.000375, WHL1=1.760, CenterRegL1=0.261, HeatmapFocal=31.610 [Epoch 0][Batch 359], Speed: 219.554 samples/sec, LR=0.000375, WHL1=1.754, CenterRegL1=0.261, HeatmapFocal=30.844 [Epoch 0][Batch 369], Speed: 239.716 samples/sec, LR=0.000375, WHL1=1.745, CenterRegL1=0.260, HeatmapFocal=30.119 [Epoch 0][Batch 379], Speed: 225.454 samples/sec, LR=0.000375, WHL1=1.738, CenterRegL1=0.260, HeatmapFocal=29.432 [Epoch 0][Batch 389], Speed: 217.506 samples/sec, LR=0.000375, WHL1=1.730, CenterRegL1=0.260, HeatmapFocal=28.780 [Epoch 0][Batch 399], Speed: 221.282 samples/sec, LR=0.000375, WHL1=1.722, CenterRegL1=0.259, HeatmapFocal=28.160 [Epoch 0][Batch 409], Speed: 198.554 samples/sec, LR=0.000375, WHL1=1.714, CenterRegL1=0.259, HeatmapFocal=27.571 [Epoch 0][Batch 419], Speed: 218.379 samples/sec, LR=0.000375, WHL1=1.706, CenterRegL1=0.259, HeatmapFocal=27.010 [Epoch 0][Batch 429], Speed: 234.336 samples/sec, LR=0.000375, WHL1=1.700, CenterRegL1=0.259, HeatmapFocal=26.475 [Epoch 0][Batch 439], Speed: 214.353 samples/sec, LR=0.000375, WHL1=1.694, CenterRegL1=0.258, HeatmapFocal=25.965 [Epoch 0][Batch 449], Speed: 207.134 samples/sec, LR=0.000375, WHL1=1.687, CenterRegL1=0.258, HeatmapFocal=25.477 [Epoch 0][Batch 459], Speed: 229.252 samples/sec, LR=0.000375, WHL1=1.682, CenterRegL1=0.258, HeatmapFocal=25.010 [Epoch 0][Batch 469], Speed: 182.116 samples/sec, LR=0.000375, WHL1=1.675, CenterRegL1=0.258, HeatmapFocal=24.563 [Epoch 0][Batch 479], Speed: 229.931 samples/sec, LR=0.000375, WHL1=1.667, CenterRegL1=0.258, HeatmapFocal=24.134 [Epoch 0][Batch 489], Speed: 229.463 samples/sec, LR=0.000375, WHL1=1.659, CenterRegL1=0.257, HeatmapFocal=23.722 [Epoch 0][Batch 499], Speed: 193.328 samples/sec, LR=0.000375, WHL1=1.651, CenterRegL1=0.257, HeatmapFocal=23.325 [Epoch 0][Batch 509], Speed: 216.687 samples/sec, LR=0.000375, WHL1=1.643, CenterRegL1=0.257, HeatmapFocal=22.945 [Epoch 0][Batch 519], Speed: 204.020 samples/sec, LR=0.000375, WHL1=1.635, CenterRegL1=0.257, HeatmapFocal=22.580 [Epoch 0][Batch 529], Speed: 227.208 samples/sec, LR=0.000375, WHL1=1.628, CenterRegL1=0.257, HeatmapFocal=22.228 [Epoch 0][Batch 539], Speed: 222.743 samples/sec, LR=0.000375, WHL1=1.621, CenterRegL1=0.257, HeatmapFocal=21.888 [Epoch 0][Batch 549], Speed: 226.052 samples/sec, LR=0.000375, WHL1=1.613, CenterRegL1=0.256, HeatmapFocal=21.560 [Epoch 0][Batch 559], Speed: 197.739 samples/sec, LR=0.000375, WHL1=1.606, CenterRegL1=0.256, HeatmapFocal=21.245 [Epoch 0][Batch 569], Speed: 223.131 samples/sec, LR=0.000375, WHL1=1.599, CenterRegL1=0.256, HeatmapFocal=20.940 [Epoch 0][Batch 579], Speed: 203.556 samples/sec, LR=0.000375, WHL1=1.591, CenterRegL1=0.256, HeatmapFocal=20.644 [Epoch 0][Batch 589], Speed: 213.406 samples/sec, LR=0.000375, WHL1=1.585, CenterRegL1=0.256, HeatmapFocal=20.361 [Epoch 0][Batch 599], Speed: 214.220 samples/sec, LR=0.000375, WHL1=1.578, CenterRegL1=0.256, HeatmapFocal=20.086 [Epoch 0][Batch 609], Speed: 235.161 samples/sec, LR=0.000375, WHL1=1.572, CenterRegL1=0.256, HeatmapFocal=19.821 [Epoch 0][Batch 619], Speed: 207.245 samples/sec, LR=0.000375, WHL1=1.566, CenterRegL1=0.256, HeatmapFocal=19.563 [Epoch 0][Batch 629], Speed: 227.257 samples/sec, LR=0.000375, WHL1=1.560, CenterRegL1=0.256, HeatmapFocal=19.314 [Epoch 0][Batch 639], Speed: 198.598 samples/sec, LR=0.000375, WHL1=1.554, CenterRegL1=0.255, HeatmapFocal=19.073 [Epoch 0][Batch 649], Speed: 209.104 samples/sec, LR=0.000375, WHL1=1.548, CenterRegL1=0.255, HeatmapFocal=18.838 [Epoch 0][Batch 659], Speed: 228.886 samples/sec, LR=0.000375, WHL1=1.542, CenterRegL1=0.255, HeatmapFocal=18.609 [Epoch 0][Batch 669], Speed: 211.237 samples/sec, LR=0.000375, WHL1=1.536, CenterRegL1=0.255, HeatmapFocal=18.388 [Epoch 0][Batch 679], Speed: 231.894 samples/sec, LR=0.000375, WHL1=1.530, CenterRegL1=0.255, HeatmapFocal=18.173 [Epoch 0][Batch 689], Speed: 221.972 samples/sec, LR=0.000375, WHL1=1.525, CenterRegL1=0.255, HeatmapFocal=17.965 [Epoch 0][Batch 699], Speed: 205.288 samples/sec, LR=0.000375, WHL1=1.520, CenterRegL1=0.255, HeatmapFocal=17.762 [Epoch 0][Batch 709], Speed: 224.659 samples/sec, LR=0.000375, WHL1=1.514, CenterRegL1=0.255, HeatmapFocal=17.566 [Epoch 0][Batch 719], Speed: 200.461 samples/sec, LR=0.000375, WHL1=1.510, CenterRegL1=0.255, HeatmapFocal=17.375 [Epoch 0][Batch 729], Speed: 225.245 samples/sec, LR=0.000375, WHL1=1.504, CenterRegL1=0.255, HeatmapFocal=17.188 [Epoch 0][Batch 739], Speed: 229.726 samples/sec, LR=0.000375, WHL1=1.499, CenterRegL1=0.255, HeatmapFocal=17.006 [Epoch 0][Batch 749], Speed: 221.678 samples/sec, LR=0.000375, WHL1=1.494, CenterRegL1=0.255, HeatmapFocal=16.829 [Epoch 0][Batch 759], Speed: 224.752 samples/sec, LR=0.000375, WHL1=1.489, CenterRegL1=0.255, HeatmapFocal=16.656 [Epoch 0][Batch 769], Speed: 228.306 samples/sec, LR=0.000375, WHL1=1.484, CenterRegL1=0.254, HeatmapFocal=16.488 [Epoch 0][Batch 779], Speed: 228.674 samples/sec, LR=0.000375, WHL1=1.479, CenterRegL1=0.254, HeatmapFocal=16.323 [Epoch 0][Batch 789], Speed: 199.470 samples/sec, LR=0.000375, WHL1=1.474, CenterRegL1=0.254, HeatmapFocal=16.162 [Epoch 0][Batch 799], Speed: 209.544 samples/sec, LR=0.000375, WHL1=1.469, CenterRegL1=0.254, HeatmapFocal=16.006 [Epoch 0][Batch 809], Speed: 215.068 samples/sec, LR=0.000375, WHL1=1.464, CenterRegL1=0.254, HeatmapFocal=15.853 [Epoch 0][Batch 819], Speed: 231.172 samples/sec, LR=0.000375, WHL1=1.460, CenterRegL1=0.254, HeatmapFocal=15.705 [Epoch 0][Batch 829], Speed: 206.833 samples/sec, LR=0.000375, WHL1=1.456, CenterRegL1=0.254, HeatmapFocal=15.559 [Epoch 0][Batch 839], Speed: 211.416 samples/sec, LR=0.000375, WHL1=1.451, CenterRegL1=0.254, HeatmapFocal=15.417 [Epoch 0][Batch 849], Speed: 224.898 samples/sec, LR=0.000375, WHL1=1.446, CenterRegL1=0.254, HeatmapFocal=15.278 [Epoch 0][Batch 859], Speed: 208.300 samples/sec, LR=0.000375, WHL1=1.442, CenterRegL1=0.254, HeatmapFocal=15.141 [Epoch 0][Batch 869], Speed: 229.007 samples/sec, LR=0.000375, WHL1=1.437, CenterRegL1=0.254, HeatmapFocal=15.009 [Epoch 0][Batch 879], Speed: 229.217 samples/sec, LR=0.000375, WHL1=1.433, CenterRegL1=0.254, HeatmapFocal=14.880 [Epoch 0][Batch 889], Speed: 221.425 samples/sec, LR=0.000375, WHL1=1.429, CenterRegL1=0.254, HeatmapFocal=14.752 [Epoch 0][Batch 899], Speed: 218.995 samples/sec, LR=0.000375, WHL1=1.424, CenterRegL1=0.254, HeatmapFocal=14.628 [Epoch 0][Batch 909], Speed: 234.301 samples/sec, LR=0.000375, WHL1=1.420, CenterRegL1=0.254, HeatmapFocal=14.506 [Epoch 0][Batch 919], Speed: 197.531 samples/sec, LR=0.000375, WHL1=1.416, CenterRegL1=0.254, HeatmapFocal=14.387 [Epoch 0][Batch 929], Speed: 229.141 samples/sec, LR=0.000375, WHL1=1.412, CenterRegL1=0.254, HeatmapFocal=14.270 [Epoch 0][Batch 939], Speed: 218.948 samples/sec, LR=0.000375, WHL1=1.408, CenterRegL1=0.254, HeatmapFocal=14.156 [Epoch 0][Batch 949], Speed: 207.110 samples/sec, LR=0.000375, WHL1=1.404, CenterRegL1=0.254, HeatmapFocal=14.044 [Epoch 0][Batch 959], Speed: 216.231 samples/sec, LR=0.000375, WHL1=1.401, CenterRegL1=0.253, HeatmapFocal=13.935 [Epoch 0][Batch 969], Speed: 219.976 samples/sec, LR=0.000375, WHL1=1.397, CenterRegL1=0.253, HeatmapFocal=13.828 [Epoch 0][Batch 979], Speed: 226.890 samples/sec, LR=0.000375, WHL1=1.394, CenterRegL1=0.253, HeatmapFocal=13.723 [Epoch 0][Batch 989], Speed: 232.548 samples/sec, LR=0.000375, WHL1=1.391, CenterRegL1=0.253, HeatmapFocal=13.620 [Epoch 0][Batch 999], Speed: 233.090 samples/sec, LR=0.000375, WHL1=1.387, CenterRegL1=0.253, HeatmapFocal=13.520 [Epoch 0][Batch 1009], Speed: 227.855 samples/sec, LR=0.000375, WHL1=1.384, CenterRegL1=0.253, HeatmapFocal=13.420 [Epoch 0][Batch 1019], Speed: 207.789 samples/sec, LR=0.000375, WHL1=1.380, CenterRegL1=0.253, HeatmapFocal=13.323 [Epoch 0][Batch 1029], Speed: 219.424 samples/sec, LR=0.000375, WHL1=1.376, CenterRegL1=0.253, HeatmapFocal=13.227 [Epoch 0][Batch 1039], Speed: 226.115 samples/sec, LR=0.000375, WHL1=1.373, CenterRegL1=0.253, HeatmapFocal=13.134 [Epoch 0][Batch 1049], Speed: 227.198 samples/sec, LR=0.000375, WHL1=1.370, CenterRegL1=0.253, HeatmapFocal=13.042 [Epoch 0][Batch 1059], Speed: 223.656 samples/sec, LR=0.000375, WHL1=1.366, CenterRegL1=0.253, HeatmapFocal=12.951 [Epoch 0][Batch 1069], Speed: 218.532 samples/sec, LR=0.000375, WHL1=1.363, CenterRegL1=0.253, HeatmapFocal=12.862 [Epoch 0][Batch 1079], Speed: 218.276 samples/sec, LR=0.000375, WHL1=1.360, CenterRegL1=0.253, HeatmapFocal=12.775 [Epoch 0][Batch 1089], Speed: 220.315 samples/sec, LR=0.000375, WHL1=1.357, CenterRegL1=0.253, HeatmapFocal=12.690 [Epoch 0][Batch 1099], Speed: 224.030 samples/sec, LR=0.000375, WHL1=1.354, CenterRegL1=0.253, HeatmapFocal=12.606 [Epoch 0][Batch 1109], Speed: 234.940 samples/sec, LR=0.000375, WHL1=1.350, CenterRegL1=0.253, HeatmapFocal=12.523 [Epoch 0][Batch 1119], Speed: 248.347 samples/sec, LR=0.000375, WHL1=1.347, CenterRegL1=0.253, HeatmapFocal=12.442 [Epoch 0][Batch 1129], Speed: 221.350 samples/sec, LR=0.000375, WHL1=1.344, CenterRegL1=0.253, HeatmapFocal=12.363 [Epoch 0][Batch 1139], Speed: 201.494 samples/sec, LR=0.000375, WHL1=1.340, CenterRegL1=0.253, HeatmapFocal=12.285 [Epoch 0][Batch 1149], Speed: 211.642 samples/sec, LR=0.000375, WHL1=1.337, CenterRegL1=0.253, HeatmapFocal=12.208 [Epoch 0][Batch 1159], Speed: 215.692 samples/sec, LR=0.000375, WHL1=1.334, CenterRegL1=0.253, HeatmapFocal=12.132 [Epoch 0][Batch 1169], Speed: 245.394 samples/sec, LR=0.000375, WHL1=1.331, CenterRegL1=0.253, HeatmapFocal=12.057 [Epoch 0][Batch 1179], Speed: 217.192 samples/sec, LR=0.000375, WHL1=1.328, CenterRegL1=0.253, HeatmapFocal=11.983 [Epoch 0][Batch 1189], Speed: 225.485 samples/sec, LR=0.000375, WHL1=1.324, CenterRegL1=0.253, HeatmapFocal=11.911 [Epoch 0][Batch 1199], Speed: 221.372 samples/sec, LR=0.000375, WHL1=1.321, CenterRegL1=0.253, HeatmapFocal=11.840 [Epoch 0][Batch 1209], Speed: 238.635 samples/sec, LR=0.000375, WHL1=1.319, CenterRegL1=0.253, HeatmapFocal=11.770 [Epoch 0][Batch 1219], Speed: 201.627 samples/sec, LR=0.000375, WHL1=1.316, CenterRegL1=0.253, HeatmapFocal=11.701 [Epoch 0] Training cost: 562.906, WHL1=1.315, CenterRegL1=0.253, HeatmapFocal=11.694 [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 ] = 0.002 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 ] = 0.001 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.001 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.002 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.003 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.004 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.001 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.006 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.006 person=4.1 bicycle=0.0 car=0.0 motorcycle=0.0 airplane=0.0 bus=0.0 train=0.0 truck=0.0 boat=0.0 traffic light=0.0 fire hydrant=0.0 stop sign=0.0 parking meter=0.0 bench=0.0 bird=0.0 cat=0.0 dog=0.0 horse=0.0 sheep=0.0 cow=0.0 elephant=0.0 bear=0.0 zebra=0.0 giraffe=0.0 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=0.1 banana=0.0 apple=0.0 sandwich=0.0 orange=0.0 broccoli=0.0 carrot=0.0 hot dog=0.0 pizza=0.0 donut=0.0 cake=0.0 chair=0.0 couch=0.0 potted plant=0.0 bed=0.0 dining table=0.0 toilet=0.0 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=0.0 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: 183.310 samples/sec, LR=0.000375, WHL1=0.948, CenterRegL1=0.250, HeatmapFocal=11.626 [Epoch 1][Batch 19], Speed: 200.315 samples/sec, LR=0.000375, WHL1=0.933, CenterRegL1=0.249, HeatmapFocal=11.559 [Epoch 1][Batch 29], Speed: 230.000 samples/sec, LR=0.000375, WHL1=0.929, CenterRegL1=0.250, HeatmapFocal=11.493 [Epoch 1][Batch 39], Speed: 215.333 samples/sec, LR=0.000375, WHL1=0.923, CenterRegL1=0.250, HeatmapFocal=11.428 [Epoch 1][Batch 49], Speed: 209.404 samples/sec, LR=0.000375, WHL1=0.923, CenterRegL1=0.249, HeatmapFocal=11.364 [Epoch 1][Batch 59], Speed: 226.512 samples/sec, LR=0.000375, WHL1=0.918, CenterRegL1=0.249, HeatmapFocal=11.301 [Epoch 1][Batch 69], Speed: 230.930 samples/sec, LR=0.000375, WHL1=0.917, CenterRegL1=0.249, HeatmapFocal=11.239 [Epoch 1][Batch 79], Speed: 228.907 samples/sec, LR=0.000375, WHL1=0.916, CenterRegL1=0.249, HeatmapFocal=11.179 [Epoch 1][Batch 89], Speed: 224.229 samples/sec, LR=0.000375, WHL1=0.913, CenterRegL1=0.250, HeatmapFocal=11.119 [Epoch 1][Batch 99], Speed: 231.990 samples/sec, LR=0.000375, WHL1=0.908, CenterRegL1=0.250, HeatmapFocal=11.059 [Epoch 1][Batch 109], Speed: 218.073 samples/sec, LR=0.000375, WHL1=0.906, CenterRegL1=0.250, HeatmapFocal=11.001 [Epoch 1][Batch 119], Speed: 214.900 samples/sec, LR=0.000375, WHL1=0.904, CenterRegL1=0.249, HeatmapFocal=10.943 [Epoch 1][Batch 129], Speed: 234.675 samples/sec, LR=0.000375, WHL1=0.902, CenterRegL1=0.249, HeatmapFocal=10.886 [Epoch 1][Batch 139], Speed: 213.831 samples/sec, LR=0.000375, WHL1=0.899, CenterRegL1=0.249, HeatmapFocal=10.831 [Epoch 1][Batch 149], Speed: 229.373 samples/sec, LR=0.000375, WHL1=0.899, CenterRegL1=0.249, HeatmapFocal=10.776 [Epoch 1][Batch 159], Speed: 229.851 samples/sec, LR=0.000375, WHL1=0.899, CenterRegL1=0.249, HeatmapFocal=10.722 [Epoch 1][Batch 169], Speed: 215.348 samples/sec, LR=0.000375, WHL1=0.898, CenterRegL1=0.249, HeatmapFocal=10.669 [Epoch 1][Batch 179], Speed: 218.664 samples/sec, LR=0.000375, WHL1=0.897, CenterRegL1=0.249, HeatmapFocal=10.616 [Epoch 1][Batch 189], Speed: 222.807 samples/sec, LR=0.000375, WHL1=0.896, CenterRegL1=0.249, HeatmapFocal=10.564 [Epoch 1][Batch 199], Speed: 220.509 samples/sec, LR=0.000375, WHL1=0.895, CenterRegL1=0.249, HeatmapFocal=10.512 [Epoch 1][Batch 209], Speed: 225.447 samples/sec, LR=0.000375, WHL1=0.893, CenterRegL1=0.249, HeatmapFocal=10.461 [Epoch 1][Batch 219], Speed: 223.179 samples/sec, LR=0.000375, WHL1=0.893, CenterRegL1=0.249, HeatmapFocal=10.411 [Epoch 1][Batch 229], Speed: 228.089 samples/sec, LR=0.000375, WHL1=0.893, CenterRegL1=0.249, HeatmapFocal=10.362 [Epoch 1][Batch 239], Speed: 212.852 samples/sec, LR=0.000375, WHL1=0.889, CenterRegL1=0.249, HeatmapFocal=10.314 [Epoch 1][Batch 249], Speed: 178.051 samples/sec, LR=0.000375, WHL1=0.886, CenterRegL1=0.249, HeatmapFocal=10.266 [Epoch 1][Batch 259], Speed: 211.577 samples/sec, LR=0.000375, WHL1=0.885, CenterRegL1=0.249, HeatmapFocal=10.218 [Epoch 1][Batch 269], Speed: 213.486 samples/sec, LR=0.000375, WHL1=0.882, CenterRegL1=0.249, HeatmapFocal=10.172 [Epoch 1][Batch 279], Speed: 220.545 samples/sec, LR=0.000375, WHL1=0.881, CenterRegL1=0.249, HeatmapFocal=10.125 [Epoch 1][Batch 289], Speed: 209.632 samples/sec, LR=0.000375, WHL1=0.880, CenterRegL1=0.249, HeatmapFocal=10.080 [Epoch 1][Batch 299], Speed: 190.254 samples/sec, LR=0.000375, WHL1=0.878, CenterRegL1=0.249, HeatmapFocal=10.035 [Epoch 1][Batch 309], Speed: 219.395 samples/sec, LR=0.000375, WHL1=0.876, CenterRegL1=0.249, HeatmapFocal=9.991 [Epoch 1][Batch 319], Speed: 216.112 samples/sec, LR=0.000375, WHL1=0.875, CenterRegL1=0.249, HeatmapFocal=9.947 [Epoch 1][Batch 329], Speed: 236.224 samples/sec, LR=0.000375, WHL1=0.872, CenterRegL1=0.249, HeatmapFocal=9.903 [Epoch 1][Batch 339], Speed: 214.532 samples/sec, LR=0.000375, WHL1=0.870, CenterRegL1=0.249, HeatmapFocal=9.860 [Epoch 1][Batch 349], Speed: 220.280 samples/sec, LR=0.000375, WHL1=0.868, CenterRegL1=0.249, HeatmapFocal=9.817 [Epoch 1][Batch 359], Speed: 220.076 samples/sec, LR=0.000375, WHL1=0.867, CenterRegL1=0.249, HeatmapFocal=9.776 [Epoch 1][Batch 369], Speed: 221.256 samples/sec, LR=0.000375, WHL1=0.865, CenterRegL1=0.249, HeatmapFocal=9.735 [Epoch 1][Batch 379], Speed: 211.324 samples/sec, LR=0.000375, WHL1=0.866, CenterRegL1=0.249, HeatmapFocal=9.695 [Epoch 1][Batch 389], Speed: 230.414 samples/sec, LR=0.000375, WHL1=0.865, CenterRegL1=0.249, HeatmapFocal=9.655 [Epoch 1][Batch 399], Speed: 211.226 samples/sec, LR=0.000375, WHL1=0.862, CenterRegL1=0.249, HeatmapFocal=9.615 [Epoch 1][Batch 409], Speed: 222.184 samples/sec, LR=0.000375, WHL1=0.861, CenterRegL1=0.249, HeatmapFocal=9.576 [Epoch 1][Batch 419], Speed: 218.648 samples/sec, LR=0.000375, WHL1=0.860, CenterRegL1=0.249, HeatmapFocal=9.538 [Epoch 1][Batch 429], Speed: 231.178 samples/sec, LR=0.000375, WHL1=0.858, CenterRegL1=0.249, HeatmapFocal=9.500 [Epoch 1][Batch 439], Speed: 223.654 samples/sec, LR=0.000375, WHL1=0.857, CenterRegL1=0.249, HeatmapFocal=9.462 [Epoch 1][Batch 449], Speed: 225.373 samples/sec, LR=0.000375, WHL1=0.855, CenterRegL1=0.249, HeatmapFocal=9.425 [Epoch 1][Batch 459], Speed: 216.793 samples/sec, LR=0.000375, WHL1=0.855, CenterRegL1=0.249, HeatmapFocal=9.388 [Epoch 1][Batch 469], Speed: 204.824 samples/sec, LR=0.000375, WHL1=0.853, CenterRegL1=0.249, HeatmapFocal=9.352 [Epoch 1][Batch 479], Speed: 227.357 samples/sec, LR=0.000375, WHL1=0.852, CenterRegL1=0.249, HeatmapFocal=9.316 [Epoch 1][Batch 489], Speed: 230.305 samples/sec, LR=0.000375, WHL1=0.850, CenterRegL1=0.249, HeatmapFocal=9.280 [Epoch 1][Batch 499], Speed: 214.995 samples/sec, LR=0.000375, WHL1=0.848, CenterRegL1=0.249, HeatmapFocal=9.245 [Epoch 1][Batch 509], Speed: 219.842 samples/sec, LR=0.000375, WHL1=0.846, CenterRegL1=0.249, HeatmapFocal=9.209 [Epoch 1][Batch 519], Speed: 234.727 samples/sec, LR=0.000375, WHL1=0.845, CenterRegL1=0.249, HeatmapFocal=9.175 [Epoch 1][Batch 529], Speed: 227.910 samples/sec, LR=0.000375, WHL1=0.843, CenterRegL1=0.249, HeatmapFocal=9.141 [Epoch 1][Batch 539], Speed: 216.527 samples/sec, LR=0.000375, WHL1=0.842, CenterRegL1=0.249, HeatmapFocal=9.108 [Epoch 1][Batch 549], Speed: 236.144 samples/sec, LR=0.000375, WHL1=0.840, CenterRegL1=0.249, HeatmapFocal=9.074 [Epoch 1][Batch 559], Speed: 210.541 samples/sec, LR=0.000375, WHL1=0.838, CenterRegL1=0.249, HeatmapFocal=9.041 [Epoch 1][Batch 569], Speed: 230.044 samples/sec, LR=0.000375, WHL1=0.836, CenterRegL1=0.249, HeatmapFocal=9.009 [Epoch 1][Batch 579], Speed: 224.710 samples/sec, LR=0.000375, WHL1=0.833, CenterRegL1=0.249, HeatmapFocal=8.976 [Epoch 1][Batch 589], Speed: 230.368 samples/sec, LR=0.000375, WHL1=0.831, CenterRegL1=0.249, HeatmapFocal=8.944 [Epoch 1][Batch 599], Speed: 223.664 samples/sec, LR=0.000375, WHL1=0.829, CenterRegL1=0.249, HeatmapFocal=8.912 [Epoch 1][Batch 609], Speed: 205.431 samples/sec, LR=0.000375, WHL1=0.828, CenterRegL1=0.249, HeatmapFocal=8.881 [Epoch 1][Batch 619], Speed: 213.948 samples/sec, LR=0.000375, WHL1=0.826, CenterRegL1=0.249, HeatmapFocal=8.850 [Epoch 1][Batch 629], Speed: 233.279 samples/sec, LR=0.000375, WHL1=0.825, CenterRegL1=0.249, HeatmapFocal=8.819 [Epoch 1][Batch 639], Speed: 223.027 samples/sec, LR=0.000375, WHL1=0.823, CenterRegL1=0.249, HeatmapFocal=8.789 [Epoch 1][Batch 649], Speed: 235.470 samples/sec, LR=0.000375, WHL1=0.822, CenterRegL1=0.249, HeatmapFocal=8.759 [Epoch 1][Batch 659], Speed: 219.295 samples/sec, LR=0.000375, WHL1=0.820, CenterRegL1=0.249, HeatmapFocal=8.729 [Epoch 1][Batch 669], Speed: 205.960 samples/sec, LR=0.000375, WHL1=0.820, CenterRegL1=0.249, HeatmapFocal=8.700 [Epoch 1][Batch 679], Speed: 222.963 samples/sec, LR=0.000375, WHL1=0.818, CenterRegL1=0.249, HeatmapFocal=8.671 [Epoch 1][Batch 689], Speed: 203.285 samples/sec, LR=0.000375, WHL1=0.817, CenterRegL1=0.249, HeatmapFocal=8.642 [Epoch 1][Batch 699], Speed: 217.245 samples/sec, LR=0.000375, WHL1=0.816, CenterRegL1=0.249, HeatmapFocal=8.614 [Epoch 1][Batch 709], Speed: 234.076 samples/sec, LR=0.000375, WHL1=0.814, CenterRegL1=0.249, HeatmapFocal=8.586 [Epoch 1][Batch 719], Speed: 208.079 samples/sec, LR=0.000375, WHL1=0.813, CenterRegL1=0.249, HeatmapFocal=8.558 [Epoch 1][Batch 729], Speed: 210.929 samples/sec, LR=0.000375, WHL1=0.812, CenterRegL1=0.249, HeatmapFocal=8.530 [Epoch 1][Batch 739], Speed: 226.638 samples/sec, LR=0.000375, WHL1=0.811, CenterRegL1=0.249, HeatmapFocal=8.503 [Epoch 1][Batch 749], Speed: 205.978 samples/sec, LR=0.000375, WHL1=0.809, CenterRegL1=0.249, HeatmapFocal=8.476 [Epoch 1][Batch 759], Speed: 234.294 samples/sec, LR=0.000375, WHL1=0.808, CenterRegL1=0.249, HeatmapFocal=8.449 [Epoch 1][Batch 769], Speed: 231.887 samples/sec, LR=0.000375, WHL1=0.807, CenterRegL1=0.249, HeatmapFocal=8.423 [Epoch 1][Batch 779], Speed: 226.076 samples/sec, LR=0.000375, WHL1=0.806, CenterRegL1=0.249, HeatmapFocal=8.397 [Epoch 1][Batch 789], Speed: 223.216 samples/sec, LR=0.000375, WHL1=0.804, CenterRegL1=0.249, HeatmapFocal=8.371 [Epoch 1][Batch 799], Speed: 227.044 samples/sec, LR=0.000375, WHL1=0.804, CenterRegL1=0.249, HeatmapFocal=8.345 [Epoch 1][Batch 809], Speed: 222.696 samples/sec, LR=0.000375, WHL1=0.803, CenterRegL1=0.249, HeatmapFocal=8.319 [Epoch 1][Batch 819], Speed: 228.918 samples/sec, LR=0.000375, WHL1=0.801, CenterRegL1=0.249, HeatmapFocal=8.294 [Epoch 1][Batch 829], Speed: 207.675 samples/sec, LR=0.000375, WHL1=0.800, CenterRegL1=0.249, HeatmapFocal=8.269 [Epoch 1][Batch 839], Speed: 206.586 samples/sec, LR=0.000375, WHL1=0.799, CenterRegL1=0.249, HeatmapFocal=8.244 [Epoch 1][Batch 849], Speed: 225.931 samples/sec, LR=0.000375, WHL1=0.798, CenterRegL1=0.249, HeatmapFocal=8.220 [Epoch 1][Batch 859], Speed: 208.068 samples/sec, LR=0.000375, WHL1=0.796, CenterRegL1=0.249, HeatmapFocal=8.195 [Epoch 1][Batch 869], Speed: 222.750 samples/sec, LR=0.000375, WHL1=0.795, CenterRegL1=0.249, HeatmapFocal=8.171 [Epoch 1][Batch 879], Speed: 211.020 samples/sec, LR=0.000375, WHL1=0.793, CenterRegL1=0.249, HeatmapFocal=8.147 [Epoch 1][Batch 889], Speed: 212.995 samples/sec, LR=0.000375, WHL1=0.792, CenterRegL1=0.249, HeatmapFocal=8.123 [Epoch 1][Batch 899], Speed: 206.625 samples/sec, LR=0.000375, WHL1=0.791, CenterRegL1=0.249, HeatmapFocal=8.100 [Epoch 1][Batch 909], Speed: 233.500 samples/sec, LR=0.000375, WHL1=0.789, CenterRegL1=0.249, HeatmapFocal=8.076 [Epoch 1][Batch 919], Speed: 203.077 samples/sec, LR=0.000375, WHL1=0.788, CenterRegL1=0.249, HeatmapFocal=8.053 [Epoch 1][Batch 929], Speed: 227.770 samples/sec, LR=0.000375, WHL1=0.787, CenterRegL1=0.249, HeatmapFocal=8.030 [Epoch 1][Batch 939], Speed: 225.626 samples/sec, LR=0.000375, WHL1=0.786, CenterRegL1=0.249, HeatmapFocal=8.007 [Epoch 1][Batch 949], Speed: 239.402 samples/sec, LR=0.000375, WHL1=0.784, CenterRegL1=0.249, HeatmapFocal=7.985 [Epoch 1][Batch 959], Speed: 231.108 samples/sec, LR=0.000375, WHL1=0.783, CenterRegL1=0.249, HeatmapFocal=7.962 [Epoch 1][Batch 969], Speed: 223.669 samples/sec, LR=0.000375, WHL1=0.782, CenterRegL1=0.249, HeatmapFocal=7.940 [Epoch 1][Batch 979], Speed: 228.235 samples/sec, LR=0.000375, WHL1=0.781, CenterRegL1=0.249, HeatmapFocal=7.918 [Epoch 1][Batch 989], Speed: 219.515 samples/sec, LR=0.000375, WHL1=0.780, CenterRegL1=0.249, HeatmapFocal=7.897 [Epoch 1][Batch 999], Speed: 223.725 samples/sec, LR=0.000375, WHL1=0.778, CenterRegL1=0.248, HeatmapFocal=7.875 [Epoch 1][Batch 1009], Speed: 211.455 samples/sec, LR=0.000375, WHL1=0.777, CenterRegL1=0.248, HeatmapFocal=7.854 [Epoch 1][Batch 1019], Speed: 206.949 samples/sec, LR=0.000375, WHL1=0.776, CenterRegL1=0.248, HeatmapFocal=7.833 [Epoch 1][Batch 1029], Speed: 225.917 samples/sec, LR=0.000375, WHL1=0.775, CenterRegL1=0.248, HeatmapFocal=7.812 [Epoch 1][Batch 1039], Speed: 229.743 samples/sec, LR=0.000375, WHL1=0.774, CenterRegL1=0.248, HeatmapFocal=7.791 [Epoch 1][Batch 1049], Speed: 222.616 samples/sec, LR=0.000375, WHL1=0.773, CenterRegL1=0.248, HeatmapFocal=7.770 [Epoch 1][Batch 1059], Speed: 194.835 samples/sec, LR=0.000375, WHL1=0.771, CenterRegL1=0.248, HeatmapFocal=7.749 [Epoch 1][Batch 1069], Speed: 220.425 samples/sec, LR=0.000375, WHL1=0.770, CenterRegL1=0.248, HeatmapFocal=7.729 [Epoch 1][Batch 1079], Speed: 227.758 samples/sec, LR=0.000375, WHL1=0.769, CenterRegL1=0.248, HeatmapFocal=7.709 [Epoch 1][Batch 1089], Speed: 223.347 samples/sec, LR=0.000375, WHL1=0.768, CenterRegL1=0.248, HeatmapFocal=7.689 [Epoch 1][Batch 1099], Speed: 224.433 samples/sec, LR=0.000375, WHL1=0.766, CenterRegL1=0.248, HeatmapFocal=7.669 [Epoch 1][Batch 1109], Speed: 227.837 samples/sec, LR=0.000375, WHL1=0.765, CenterRegL1=0.248, HeatmapFocal=7.649 [Epoch 1][Batch 1119], Speed: 212.325 samples/sec, LR=0.000375, WHL1=0.765, CenterRegL1=0.248, HeatmapFocal=7.630 [Epoch 1][Batch 1129], Speed: 216.390 samples/sec, LR=0.000375, WHL1=0.764, CenterRegL1=0.248, HeatmapFocal=7.611 [Epoch 1][Batch 1139], Speed: 243.121 samples/sec, LR=0.000375, WHL1=0.763, CenterRegL1=0.248, HeatmapFocal=7.591 [Epoch 1][Batch 1149], Speed: 220.373 samples/sec, LR=0.000375, WHL1=0.761, CenterRegL1=0.248, HeatmapFocal=7.572 [Epoch 1][Batch 1159], Speed: 221.505 samples/sec, LR=0.000375, WHL1=0.760, CenterRegL1=0.248, HeatmapFocal=7.553 [Epoch 1][Batch 1169], Speed: 238.880 samples/sec, LR=0.000375, WHL1=0.759, CenterRegL1=0.248, HeatmapFocal=7.535 [Epoch 1][Batch 1179], Speed: 210.378 samples/sec, LR=0.000375, WHL1=0.758, CenterRegL1=0.248, HeatmapFocal=7.516 [Epoch 1][Batch 1189], Speed: 231.441 samples/sec, LR=0.000375, WHL1=0.757, CenterRegL1=0.248, HeatmapFocal=7.497 [Epoch 1][Batch 1199], Speed: 224.313 samples/sec, LR=0.000375, WHL1=0.756, CenterRegL1=0.248, HeatmapFocal=7.479 [Epoch 1][Batch 1209], Speed: 242.254 samples/sec, LR=0.000375, WHL1=0.755, CenterRegL1=0.248, HeatmapFocal=7.461 [Epoch 1][Batch 1219], Speed: 227.924 samples/sec, LR=0.000375, WHL1=0.754, CenterRegL1=0.248, HeatmapFocal=7.443 [Epoch 1] Training cost: 549.355, WHL1=0.753, CenterRegL1=0.248, HeatmapFocal=7.439 [Epoch 2][Batch 9], Speed: 207.663 samples/sec, LR=0.000375, WHL1=0.618, CenterRegL1=0.245, HeatmapFocal=7.421 [Epoch 2][Batch 19], Speed: 217.468 samples/sec, LR=0.000375, WHL1=0.610, CenterRegL1=0.247, HeatmapFocal=7.403 [Epoch 2][Batch 29], Speed: 235.554 samples/sec, LR=0.000375, WHL1=0.609, CenterRegL1=0.247, HeatmapFocal=7.385 [Epoch 2][Batch 39], Speed: 210.788 samples/sec, LR=0.000375, WHL1=0.606, CenterRegL1=0.246, HeatmapFocal=7.368 [Epoch 2][Batch 49], Speed: 223.639 samples/sec, LR=0.000375, WHL1=0.607, CenterRegL1=0.246, HeatmapFocal=7.350 [Epoch 2][Batch 59], Speed: 207.635 samples/sec, LR=0.000375, WHL1=0.610, CenterRegL1=0.247, HeatmapFocal=7.333 [Epoch 2][Batch 69], Speed: 228.376 samples/sec, LR=0.000375, WHL1=0.609, CenterRegL1=0.247, HeatmapFocal=7.316 [Epoch 2][Batch 79], Speed: 230.578 samples/sec, LR=0.000375, WHL1=0.609, CenterRegL1=0.247, HeatmapFocal=7.299 [Epoch 2][Batch 89], Speed: 201.257 samples/sec, LR=0.000375, WHL1=0.608, CenterRegL1=0.246, HeatmapFocal=7.282 [Epoch 2][Batch 99], Speed: 198.573 samples/sec, LR=0.000375, WHL1=0.607, CenterRegL1=0.246, HeatmapFocal=7.265 [Epoch 2][Batch 109], Speed: 227.890 samples/sec, LR=0.000375, WHL1=0.608, CenterRegL1=0.246, HeatmapFocal=7.249 [Epoch 2][Batch 119], Speed: 233.357 samples/sec, LR=0.000375, WHL1=0.606, CenterRegL1=0.246, HeatmapFocal=7.232 [Epoch 2][Batch 129], Speed: 229.012 samples/sec, LR=0.000375, WHL1=0.606, CenterRegL1=0.246, HeatmapFocal=7.216 [Epoch 2][Batch 139], Speed: 214.543 samples/sec, LR=0.000375, WHL1=0.608, CenterRegL1=0.246, HeatmapFocal=7.200 [Epoch 2][Batch 149], Speed: 223.755 samples/sec, LR=0.000375, WHL1=0.607, CenterRegL1=0.246, HeatmapFocal=7.184 [Epoch 2][Batch 159], Speed: 215.791 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=7.167 [Epoch 2][Batch 169], Speed: 207.543 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=7.152 [Epoch 2][Batch 179], Speed: 228.419 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=7.136 [Epoch 2][Batch 189], Speed: 219.346 samples/sec, LR=0.000375, WHL1=0.606, CenterRegL1=0.246, HeatmapFocal=7.121 [Epoch 2][Batch 199], Speed: 226.167 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=7.105 [Epoch 2][Batch 209], Speed: 175.312 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=7.089 [Epoch 2][Batch 219], Speed: 222.266 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=7.074 [Epoch 2][Batch 229], Speed: 233.009 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=7.059 [Epoch 2][Batch 239], Speed: 224.294 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=7.044 [Epoch 2][Batch 249], Speed: 210.609 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=7.029 [Epoch 2][Batch 259], Speed: 216.450 samples/sec, LR=0.000375, WHL1=0.604, CenterRegL1=0.246, HeatmapFocal=7.014 [Epoch 2][Batch 269], Speed: 203.991 samples/sec, LR=0.000375, WHL1=0.604, CenterRegL1=0.246, HeatmapFocal=6.999 [Epoch 2][Batch 279], Speed: 211.616 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=6.984 [Epoch 2][Batch 289], Speed: 213.796 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=6.970 [Epoch 2][Batch 299], Speed: 231.241 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=6.955 [Epoch 2][Batch 309], Speed: 232.077 samples/sec, LR=0.000375, WHL1=0.606, CenterRegL1=0.246, HeatmapFocal=6.941 [Epoch 2][Batch 319], Speed: 189.266 samples/sec, LR=0.000375, WHL1=0.607, CenterRegL1=0.246, HeatmapFocal=6.927 [Epoch 2][Batch 329], Speed: 194.176 samples/sec, LR=0.000375, WHL1=0.607, CenterRegL1=0.246, HeatmapFocal=6.913 [Epoch 2][Batch 339], Speed: 215.028 samples/sec, LR=0.000375, WHL1=0.608, CenterRegL1=0.246, HeatmapFocal=6.899 [Epoch 2][Batch 349], Speed: 211.448 samples/sec, LR=0.000375, WHL1=0.607, CenterRegL1=0.246, HeatmapFocal=6.885 [Epoch 2][Batch 359], Speed: 236.277 samples/sec, LR=0.000375, WHL1=0.607, CenterRegL1=0.246, HeatmapFocal=6.871 [Epoch 2][Batch 369], Speed: 216.859 samples/sec, LR=0.000375, WHL1=0.606, CenterRegL1=0.246, HeatmapFocal=6.857 [Epoch 2][Batch 379], Speed: 201.519 samples/sec, LR=0.000375, WHL1=0.607, CenterRegL1=0.246, HeatmapFocal=6.843 [Epoch 2][Batch 389], Speed: 214.837 samples/sec, LR=0.000375, WHL1=0.606, CenterRegL1=0.246, HeatmapFocal=6.830 [Epoch 2][Batch 399], Speed: 211.599 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=6.816 [Epoch 2][Batch 409], Speed: 203.464 samples/sec, LR=0.000375, WHL1=0.604, CenterRegL1=0.246, HeatmapFocal=6.803 [Epoch 2][Batch 419], Speed: 212.640 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=6.790 [Epoch 2][Batch 429], Speed: 230.723 samples/sec, LR=0.000375, WHL1=0.605, CenterRegL1=0.246, HeatmapFocal=6.776 [Epoch 2][Batch 439], Speed: 184.501 samples/sec, LR=0.000375, WHL1=0.604, CenterRegL1=0.246, HeatmapFocal=6.763 [Epoch 2][Batch 449], Speed: 211.583 samples/sec, LR=0.000375, WHL1=0.604, CenterRegL1=0.246, HeatmapFocal=6.750 [Epoch 2][Batch 459], Speed: 228.360 samples/sec, LR=0.000375, WHL1=0.604, CenterRegL1=0.246, HeatmapFocal=6.737 [Epoch 2][Batch 469], Speed: 223.131 samples/sec, LR=0.000375, WHL1=0.603, CenterRegL1=0.246, HeatmapFocal=6.724 [Epoch 2][Batch 479], Speed: 226.274 samples/sec, LR=0.000375, WHL1=0.603, CenterRegL1=0.246, HeatmapFocal=6.712 [Epoch 2][Batch 489], Speed: 225.020 samples/sec, LR=0.000375, WHL1=0.604, CenterRegL1=0.246, HeatmapFocal=6.699 [Epoch 2][Batch 499], Speed: 214.081 samples/sec, LR=0.000375, WHL1=0.603, CenterRegL1=0.246, HeatmapFocal=6.686 [Epoch 2][Batch 509], Speed: 217.920 samples/sec, LR=0.000375, WHL1=0.603, CenterRegL1=0.246, HeatmapFocal=6.674 [Epoch 2][Batch 519], Speed: 206.163 samples/sec, LR=0.000375, WHL1=0.603, CenterRegL1=0.246, HeatmapFocal=6.661 [Epoch 2][Batch 529], Speed: 205.053 samples/sec, LR=0.000375, WHL1=0.602, CenterRegL1=0.246, HeatmapFocal=6.649 [Epoch 2][Batch 539], Speed: 214.982 samples/sec, LR=0.000375, WHL1=0.602, CenterRegL1=0.246, HeatmapFocal=6.636 [Epoch 2][Batch 549], Speed: 229.260 samples/sec, LR=0.000375, WHL1=0.603, CenterRegL1=0.246, HeatmapFocal=6.624 [Epoch 2][Batch 559], Speed: 208.660 samples/sec, LR=0.000375, WHL1=0.603, CenterRegL1=0.246, HeatmapFocal=6.612 [Epoch 2][Batch 569], Speed: 209.154 samples/sec, LR=0.000375, WHL1=0.603, CenterRegL1=0.246, HeatmapFocal=6.600 [Epoch 2][Batch 579], Speed: 225.880 samples/sec, LR=0.000375, WHL1=0.603, CenterRegL1=0.246, HeatmapFocal=6.588 [Epoch 2][Batch 589], Speed: 212.002 samples/sec, LR=0.000375, WHL1=0.602, CenterRegL1=0.246, HeatmapFocal=6.576 [Epoch 2][Batch 599], Speed: 225.701 samples/sec, LR=0.000375, WHL1=0.602, CenterRegL1=0.246, HeatmapFocal=6.564 [Epoch 2][Batch 609], Speed: 218.862 samples/sec, LR=0.000375, WHL1=0.602, CenterRegL1=0.246, HeatmapFocal=6.552 [Epoch 2][Batch 619], Speed: 210.158 samples/sec, LR=0.000375, WHL1=0.601, CenterRegL1=0.246, HeatmapFocal=6.540 [Epoch 2][Batch 629], Speed: 224.374 samples/sec, LR=0.000375, WHL1=0.601, CenterRegL1=0.246, HeatmapFocal=6.528 [Epoch 2][Batch 639], Speed: 232.856 samples/sec, LR=0.000375, WHL1=0.601, CenterRegL1=0.246, HeatmapFocal=6.517 [Epoch 2][Batch 649], Speed: 229.017 samples/sec, LR=0.000375, WHL1=0.601, CenterRegL1=0.246, HeatmapFocal=6.505 [Epoch 2][Batch 659], Speed: 228.126 samples/sec, LR=0.000375, WHL1=0.601, CenterRegL1=0.246, HeatmapFocal=6.494 [Epoch 2][Batch 669], Speed: 202.587 samples/sec, LR=0.000375, WHL1=0.600, CenterRegL1=0.246, HeatmapFocal=6.482 [Epoch 2][Batch 679], Speed: 222.327 samples/sec, LR=0.000375, WHL1=0.600, CenterRegL1=0.246, HeatmapFocal=6.471 [Epoch 2][Batch 689], Speed: 209.246 samples/sec, LR=0.000375, WHL1=0.600, CenterRegL1=0.246, HeatmapFocal=6.460 [Epoch 2][Batch 699], Speed: 218.126 samples/sec, LR=0.000375, WHL1=0.600, CenterRegL1=0.245, HeatmapFocal=6.448 [Epoch 2][Batch 709], Speed: 224.437 samples/sec, LR=0.000375, WHL1=0.599, CenterRegL1=0.245, HeatmapFocal=6.437 [Epoch 2][Batch 719], Speed: 203.844 samples/sec, LR=0.000375, WHL1=0.599, CenterRegL1=0.245, HeatmapFocal=6.426 [Epoch 2][Batch 729], Speed: 209.765 samples/sec, LR=0.000375, WHL1=0.599, CenterRegL1=0.245, HeatmapFocal=6.415 [Epoch 2][Batch 739], Speed: 220.675 samples/sec, LR=0.000375, WHL1=0.600, CenterRegL1=0.245, HeatmapFocal=6.404 [Epoch 2][Batch 749], Speed: 236.370 samples/sec, LR=0.000375, WHL1=0.599, CenterRegL1=0.245, HeatmapFocal=6.393 [Epoch 2][Batch 759], Speed: 213.625 samples/sec, LR=0.000375, WHL1=0.599, CenterRegL1=0.245, HeatmapFocal=6.382 [Epoch 2][Batch 769], Speed: 221.477 samples/sec, LR=0.000375, WHL1=0.599, CenterRegL1=0.245, HeatmapFocal=6.371 [Epoch 2][Batch 779], Speed: 212.315 samples/sec, LR=0.000375, WHL1=0.599, CenterRegL1=0.245, HeatmapFocal=6.361 [Epoch 2][Batch 789], Speed: 204.855 samples/sec, LR=0.000375, WHL1=0.598, CenterRegL1=0.245, HeatmapFocal=6.350 [Epoch 2][Batch 799], Speed: 211.662 samples/sec, LR=0.000375, WHL1=0.598, CenterRegL1=0.245, HeatmapFocal=6.339 [Epoch 2][Batch 809], Speed: 228.328 samples/sec, LR=0.000375, WHL1=0.598, CenterRegL1=0.245, HeatmapFocal=6.329 [Epoch 2][Batch 819], Speed: 221.535 samples/sec, LR=0.000375, WHL1=0.597, CenterRegL1=0.245, HeatmapFocal=6.318 [Epoch 2][Batch 829], Speed: 231.628 samples/sec, LR=0.000375, WHL1=0.597, CenterRegL1=0.245, HeatmapFocal=6.307 [Epoch 2][Batch 839], Speed: 220.516 samples/sec, LR=0.000375, WHL1=0.597, CenterRegL1=0.245, HeatmapFocal=6.297 [Epoch 2][Batch 849], Speed: 220.402 samples/sec, LR=0.000375, WHL1=0.596, CenterRegL1=0.245, HeatmapFocal=6.287 [Epoch 2][Batch 859], Speed: 213.120 samples/sec, LR=0.000375, WHL1=0.596, CenterRegL1=0.245, HeatmapFocal=6.276 [Epoch 2][Batch 869], Speed: 215.516 samples/sec, LR=0.000375, WHL1=0.596, CenterRegL1=0.245, HeatmapFocal=6.266 [Epoch 2][Batch 879], Speed: 217.906 samples/sec, LR=0.000375, WHL1=0.595, CenterRegL1=0.245, HeatmapFocal=6.256 [Epoch 2][Batch 889], Speed: 221.552 samples/sec, LR=0.000375, WHL1=0.595, CenterRegL1=0.245, HeatmapFocal=6.246 [Epoch 2][Batch 899], Speed: 216.680 samples/sec, LR=0.000375, WHL1=0.594, CenterRegL1=0.245, HeatmapFocal=6.235 [Epoch 2][Batch 909], Speed: 229.966 samples/sec, LR=0.000375, WHL1=0.594, CenterRegL1=0.245, HeatmapFocal=6.225 [Epoch 2][Batch 919], Speed: 183.465 samples/sec, LR=0.000375, WHL1=0.594, CenterRegL1=0.245, HeatmapFocal=6.215 [Epoch 2][Batch 929], Speed: 225.319 samples/sec, LR=0.000375, WHL1=0.593, CenterRegL1=0.245, HeatmapFocal=6.206 [Epoch 2][Batch 939], Speed: 210.630 samples/sec, LR=0.000375, WHL1=0.593, CenterRegL1=0.245, HeatmapFocal=6.196 [Epoch 2][Batch 949], Speed: 208.940 samples/sec, LR=0.000375, WHL1=0.593, CenterRegL1=0.245, HeatmapFocal=6.186 [Epoch 2][Batch 959], Speed: 202.996 samples/sec, LR=0.000375, WHL1=0.593, CenterRegL1=0.245, HeatmapFocal=6.176 [Epoch 2][Batch 969], Speed: 219.143 samples/sec, LR=0.000375, WHL1=0.593, CenterRegL1=0.245, HeatmapFocal=6.167 [Epoch 2][Batch 979], Speed: 231.581 samples/sec, LR=0.000375, WHL1=0.593, CenterRegL1=0.245, HeatmapFocal=6.157 [Epoch 2][Batch 989], Speed: 224.339 samples/sec, LR=0.000375, WHL1=0.593, CenterRegL1=0.245, HeatmapFocal=6.147 [Epoch 2][Batch 999], Speed: 196.137 samples/sec, LR=0.000375, WHL1=0.592, CenterRegL1=0.245, HeatmapFocal=6.138 [Epoch 2][Batch 1009], Speed: 217.745 samples/sec, LR=0.000375, WHL1=0.592, CenterRegL1=0.245, HeatmapFocal=6.128 [Epoch 2][Batch 1019], Speed: 228.649 samples/sec, LR=0.000375, WHL1=0.592, CenterRegL1=0.245, HeatmapFocal=6.119 [Epoch 2][Batch 1029], Speed: 223.837 samples/sec, LR=0.000375, WHL1=0.592, CenterRegL1=0.245, HeatmapFocal=6.109 [Epoch 2][Batch 1039], Speed: 223.859 samples/sec, LR=0.000375, WHL1=0.591, CenterRegL1=0.245, HeatmapFocal=6.100 [Epoch 2][Batch 1049], Speed: 224.587 samples/sec, LR=0.000375, WHL1=0.591, CenterRegL1=0.245, HeatmapFocal=6.091 [Epoch 2][Batch 1059], Speed: 217.336 samples/sec, LR=0.000375, WHL1=0.591, CenterRegL1=0.245, HeatmapFocal=6.081 [Epoch 2][Batch 1069], Speed: 200.264 samples/sec, LR=0.000375, WHL1=0.591, CenterRegL1=0.245, HeatmapFocal=6.072 [Epoch 2][Batch 1079], Speed: 222.671 samples/sec, LR=0.000375, WHL1=0.591, CenterRegL1=0.245, HeatmapFocal=6.063 [Epoch 2][Batch 1089], Speed: 222.664 samples/sec, LR=0.000375, WHL1=0.591, CenterRegL1=0.245, HeatmapFocal=6.053 [Epoch 2][Batch 1099], Speed: 222.409 samples/sec, LR=0.000375, WHL1=0.591, CenterRegL1=0.245, HeatmapFocal=6.044 [Epoch 2][Batch 1109], Speed: 214.282 samples/sec, LR=0.000375, WHL1=0.590, CenterRegL1=0.245, HeatmapFocal=6.035 [Epoch 2][Batch 1119], Speed: 211.332 samples/sec, LR=0.000375, WHL1=0.590, CenterRegL1=0.245, HeatmapFocal=6.026 [Epoch 2][Batch 1129], Speed: 218.950 samples/sec, LR=0.000375, WHL1=0.590, CenterRegL1=0.245, HeatmapFocal=6.017 [Epoch 2][Batch 1139], Speed: 228.723 samples/sec, LR=0.000375, WHL1=0.590, CenterRegL1=0.245, HeatmapFocal=6.008 [Epoch 2][Batch 1149], Speed: 219.596 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.245, HeatmapFocal=5.999 [Epoch 2][Batch 1159], Speed: 218.947 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.245, HeatmapFocal=5.991 [Epoch 2][Batch 1169], Speed: 231.722 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.245, HeatmapFocal=5.982 [Epoch 2][Batch 1179], Speed: 223.469 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.245, HeatmapFocal=5.973 [Epoch 2][Batch 1189], Speed: 223.584 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.245, HeatmapFocal=5.965 [Epoch 2][Batch 1199], Speed: 201.970 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.245, HeatmapFocal=5.956 [Epoch 2][Batch 1209], Speed: 214.123 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.245, HeatmapFocal=5.948 [Epoch 2][Batch 1219], Speed: 211.703 samples/sec, LR=0.000375, WHL1=0.588, CenterRegL1=0.245, HeatmapFocal=5.939 [Epoch 2] Training cost: 554.718, WHL1=0.588, CenterRegL1=0.245, HeatmapFocal=5.938 [Epoch 3][Batch 9], Speed: 194.228 samples/sec, LR=0.000375, WHL1=0.539, CenterRegL1=0.246, HeatmapFocal=5.929 [Epoch 3][Batch 19], Speed: 206.522 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.244, HeatmapFocal=5.921 [Epoch 3][Batch 29], Speed: 219.366 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.244, HeatmapFocal=5.912 [Epoch 3][Batch 39], Speed: 223.665 samples/sec, LR=0.000375, WHL1=0.562, CenterRegL1=0.244, HeatmapFocal=5.904 [Epoch 3][Batch 49], Speed: 213.986 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.244, HeatmapFocal=5.896 [Epoch 3][Batch 59], Speed: 224.474 samples/sec, LR=0.000375, WHL1=0.562, CenterRegL1=0.244, HeatmapFocal=5.887 [Epoch 3][Batch 69], Speed: 197.533 samples/sec, LR=0.000375, WHL1=0.562, CenterRegL1=0.244, HeatmapFocal=5.879 [Epoch 3][Batch 79], Speed: 211.950 samples/sec, LR=0.000375, WHL1=0.562, CenterRegL1=0.244, HeatmapFocal=5.871 [Epoch 3][Batch 89], Speed: 229.736 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.244, HeatmapFocal=5.862 [Epoch 3][Batch 99], Speed: 213.958 samples/sec, LR=0.000375, WHL1=0.560, CenterRegL1=0.244, HeatmapFocal=5.854 [Epoch 3][Batch 109], Speed: 222.988 samples/sec, LR=0.000375, WHL1=0.559, CenterRegL1=0.244, HeatmapFocal=5.846 [Epoch 3][Batch 119], Speed: 220.588 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.244, HeatmapFocal=5.838 [Epoch 3][Batch 129], Speed: 226.064 samples/sec, LR=0.000375, WHL1=0.557, CenterRegL1=0.244, HeatmapFocal=5.830 [Epoch 3][Batch 139], Speed: 222.111 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.244, HeatmapFocal=5.822 [Epoch 3][Batch 149], Speed: 216.174 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.244, HeatmapFocal=5.814 [Epoch 3][Batch 159], Speed: 195.910 samples/sec, LR=0.000375, WHL1=0.558, CenterRegL1=0.244, HeatmapFocal=5.806 [Epoch 3][Batch 169], Speed: 227.463 samples/sec, LR=0.000375, WHL1=0.557, CenterRegL1=0.244, HeatmapFocal=5.798 [Epoch 3][Batch 179], Speed: 240.927 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.790 [Epoch 3][Batch 189], Speed: 219.213 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.782 [Epoch 3][Batch 199], Speed: 218.084 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.774 [Epoch 3][Batch 209], Speed: 233.127 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.766 [Epoch 3][Batch 219], Speed: 200.509 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.759 [Epoch 3][Batch 229], Speed: 205.593 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.751 [Epoch 3][Batch 239], Speed: 202.762 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.743 [Epoch 3][Batch 249], Speed: 216.381 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.736 [Epoch 3][Batch 259], Speed: 236.096 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.728 [Epoch 3][Batch 269], Speed: 199.593 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.720 [Epoch 3][Batch 279], Speed: 215.293 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.713 [Epoch 3][Batch 289], Speed: 225.783 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.705 [Epoch 3][Batch 299], Speed: 203.678 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.698 [Epoch 3][Batch 309], Speed: 206.744 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.690 [Epoch 3][Batch 319], Speed: 209.105 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.683 [Epoch 3][Batch 329], Speed: 219.252 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.676 [Epoch 3][Batch 339], Speed: 222.051 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.668 [Epoch 3][Batch 349], Speed: 203.996 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.661 [Epoch 3][Batch 359], Speed: 229.298 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.654 [Epoch 3][Batch 369], Speed: 224.387 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.646 [Epoch 3][Batch 379], Speed: 204.750 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.639 [Epoch 3][Batch 389], Speed: 212.622 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.632 [Epoch 3][Batch 399], Speed: 208.347 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.625 [Epoch 3][Batch 409], Speed: 222.768 samples/sec, LR=0.000375, WHL1=0.556, CenterRegL1=0.244, HeatmapFocal=5.618 [Epoch 3][Batch 419], Speed: 212.631 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.611 [Epoch 3][Batch 429], Speed: 221.334 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.604 [Epoch 3][Batch 439], Speed: 230.406 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.597 [Epoch 3][Batch 449], Speed: 210.991 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.589 [Epoch 3][Batch 459], Speed: 234.001 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.582 [Epoch 3][Batch 469], Speed: 197.899 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.575 [Epoch 3][Batch 479], Speed: 223.716 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.569 [Epoch 3][Batch 489], Speed: 222.285 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.562 [Epoch 3][Batch 499], Speed: 213.703 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.555 [Epoch 3][Batch 509], Speed: 218.806 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.548 [Epoch 3][Batch 519], Speed: 221.982 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.541 [Epoch 3][Batch 529], Speed: 215.954 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.534 [Epoch 3][Batch 539], Speed: 229.099 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.528 [Epoch 3][Batch 549], Speed: 234.059 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.521 [Epoch 3][Batch 559], Speed: 214.869 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.514 [Epoch 3][Batch 569], Speed: 220.904 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.508 [Epoch 3][Batch 579], Speed: 227.685 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.501 [Epoch 3][Batch 589], Speed: 213.923 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.494 [Epoch 3][Batch 599], Speed: 221.117 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.488 [Epoch 3][Batch 609], Speed: 213.726 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.481 [Epoch 3][Batch 619], Speed: 220.602 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.474 [Epoch 3][Batch 629], Speed: 212.557 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.468 [Epoch 3][Batch 639], Speed: 221.725 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.461 [Epoch 3][Batch 649], Speed: 219.144 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.455 [Epoch 3][Batch 659], Speed: 220.147 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.449 [Epoch 3][Batch 669], Speed: 227.907 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.442 [Epoch 3][Batch 679], Speed: 225.581 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.436 [Epoch 3][Batch 689], Speed: 219.036 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.429 [Epoch 3][Batch 699], Speed: 228.273 samples/sec, LR=0.000375, WHL1=0.555, CenterRegL1=0.244, HeatmapFocal=5.423 [Epoch 3][Batch 709], Speed: 208.904 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.417 [Epoch 3][Batch 719], Speed: 222.385 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.410 [Epoch 3][Batch 729], Speed: 236.143 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.404 [Epoch 3][Batch 739], Speed: 215.340 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.398 [Epoch 3][Batch 749], Speed: 205.257 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.391 [Epoch 3][Batch 759], Speed: 198.301 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.385 [Epoch 3][Batch 769], Speed: 196.221 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.379 [Epoch 3][Batch 779], Speed: 205.441 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.373 [Epoch 3][Batch 789], Speed: 198.143 samples/sec, LR=0.000375, WHL1=0.554, CenterRegL1=0.244, HeatmapFocal=5.367 [Epoch 3][Batch 799], Speed: 215.037 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.361 [Epoch 3][Batch 809], Speed: 192.218 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.355 [Epoch 3][Batch 819], Speed: 196.530 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.349 [Epoch 3][Batch 829], Speed: 225.513 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.342 [Epoch 3][Batch 839], Speed: 230.383 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.337 [Epoch 3][Batch 849], Speed: 219.142 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.331 [Epoch 3][Batch 859], Speed: 219.109 samples/sec, LR=0.000375, WHL1=0.553, CenterRegL1=0.244, HeatmapFocal=5.324 [Epoch 3][Batch 869], Speed: 201.459 samples/sec, LR=0.000375, WHL1=0.552, CenterRegL1=0.244, HeatmapFocal=5.318 [Epoch 3][Batch 879], Speed: 222.791 samples/sec, LR=0.000375, WHL1=0.552, CenterRegL1=0.244, HeatmapFocal=5.312 [Epoch 3][Batch 889], Speed: 216.215 samples/sec, LR=0.000375, WHL1=0.552, CenterRegL1=0.244, HeatmapFocal=5.307 [Epoch 3][Batch 899], Speed: 202.052 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.301 [Epoch 3][Batch 909], Speed: 205.872 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.295 [Epoch 3][Batch 919], Speed: 236.122 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.289 [Epoch 3][Batch 929], Speed: 184.915 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.283 [Epoch 3][Batch 939], Speed: 191.744 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.277 [Epoch 3][Batch 949], Speed: 220.514 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.272 [Epoch 3][Batch 959], Speed: 238.644 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.266 [Epoch 3][Batch 969], Speed: 216.288 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.260 [Epoch 3][Batch 979], Speed: 215.595 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.255 [Epoch 3][Batch 989], Speed: 211.663 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.249 [Epoch 3][Batch 999], Speed: 225.848 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.243 [Epoch 3][Batch 1009], Speed: 228.221 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.238 [Epoch 3][Batch 1019], Speed: 236.470 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.232 [Epoch 3][Batch 1029], Speed: 225.702 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.226 [Epoch 3][Batch 1039], Speed: 222.956 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.221 [Epoch 3][Batch 1049], Speed: 221.741 samples/sec, LR=0.000375, WHL1=0.551, CenterRegL1=0.244, HeatmapFocal=5.215 [Epoch 3][Batch 1059], Speed: 222.034 samples/sec, LR=0.000375, WHL1=0.550, CenterRegL1=0.244, HeatmapFocal=5.209 [Epoch 3][Batch 1069], Speed: 228.458 samples/sec, LR=0.000375, WHL1=0.550, CenterRegL1=0.244, HeatmapFocal=5.204 [Epoch 3][Batch 1079], Speed: 237.281 samples/sec, LR=0.000375, WHL1=0.550, CenterRegL1=0.244, HeatmapFocal=5.198 [Epoch 3][Batch 1089], Speed: 224.682 samples/sec, LR=0.000375, WHL1=0.550, CenterRegL1=0.244, HeatmapFocal=5.193 [Epoch 3][Batch 1099], Speed: 217.372 samples/sec, LR=0.000375, WHL1=0.550, CenterRegL1=0.244, HeatmapFocal=5.187 [Epoch 3][Batch 1109], Speed: 221.657 samples/sec, LR=0.000375, WHL1=0.550, CenterRegL1=0.244, HeatmapFocal=5.182 [Epoch 3][Batch 1119], Speed: 240.912 samples/sec, LR=0.000375, WHL1=0.550, CenterRegL1=0.244, HeatmapFocal=5.176 [Epoch 3][Batch 1129], Speed: 246.187 samples/sec, LR=0.000375, WHL1=0.550, CenterRegL1=0.244, HeatmapFocal=5.171 [Epoch 3][Batch 1139], Speed: 246.358 samples/sec, LR=0.000375, WHL1=0.550, CenterRegL1=0.244, HeatmapFocal=5.165 [Epoch 3][Batch 1149], Speed: 228.096 samples/sec, LR=0.000375, WHL1=0.549, CenterRegL1=0.244, HeatmapFocal=5.160 [Epoch 3][Batch 1159], Speed: 206.294 samples/sec, LR=0.000375, WHL1=0.549, CenterRegL1=0.244, HeatmapFocal=5.155 [Epoch 3][Batch 1169], Speed: 217.326 samples/sec, LR=0.000375, WHL1=0.549, CenterRegL1=0.244, HeatmapFocal=5.149 [Epoch 3][Batch 1179], Speed: 224.338 samples/sec, LR=0.000375, WHL1=0.548, CenterRegL1=0.244, HeatmapFocal=5.144 [Epoch 3][Batch 1189], Speed: 229.135 samples/sec, LR=0.000375, WHL1=0.548, CenterRegL1=0.244, HeatmapFocal=5.138 [Epoch 3][Batch 1199], Speed: 211.401 samples/sec, LR=0.000375, WHL1=0.548, CenterRegL1=0.244, HeatmapFocal=5.133 [Epoch 3][Batch 1209], Speed: 219.291 samples/sec, LR=0.000375, WHL1=0.548, CenterRegL1=0.244, HeatmapFocal=5.128 [Epoch 3][Batch 1219], Speed: 215.955 samples/sec, LR=0.000375, WHL1=0.548, CenterRegL1=0.244, HeatmapFocal=5.123 [Epoch 3] Training cost: 555.577, WHL1=0.548, CenterRegL1=0.244, HeatmapFocal=5.121 [Epoch 4][Batch 9], Speed: 146.532 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.242, HeatmapFocal=5.116 [Epoch 4][Batch 19], Speed: 224.987 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.244, HeatmapFocal=5.111 [Epoch 4][Batch 29], Speed: 227.114 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.106 [Epoch 4][Batch 39], Speed: 212.808 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.101 [Epoch 4][Batch 49], Speed: 223.331 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.095 [Epoch 4][Batch 59], Speed: 217.080 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.090 [Epoch 4][Batch 69], Speed: 208.231 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.085 [Epoch 4][Batch 79], Speed: 214.779 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=5.080 [Epoch 4][Batch 89], Speed: 231.578 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.075 [Epoch 4][Batch 99], Speed: 231.414 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.070 [Epoch 4][Batch 109], Speed: 218.278 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=5.065 [Epoch 4][Batch 119], Speed: 193.867 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.060 [Epoch 4][Batch 129], Speed: 222.732 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.055 [Epoch 4][Batch 139], Speed: 222.310 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.050 [Epoch 4][Batch 149], Speed: 223.647 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.244, HeatmapFocal=5.045 [Epoch 4][Batch 159], Speed: 210.731 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.244, HeatmapFocal=5.040 [Epoch 4][Batch 169], Speed: 230.914 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.244, HeatmapFocal=5.035 [Epoch 4][Batch 179], Speed: 226.502 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.244, HeatmapFocal=5.030 [Epoch 4][Batch 189], Speed: 205.580 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.025 [Epoch 4][Batch 199], Speed: 228.648 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.020 [Epoch 4][Batch 209], Speed: 209.270 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=5.015 [Epoch 4][Batch 219], Speed: 196.021 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.010 [Epoch 4][Batch 229], Speed: 223.532 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.005 [Epoch 4][Batch 239], Speed: 201.018 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.244, HeatmapFocal=5.000 [Epoch 4][Batch 249], Speed: 230.148 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=4.995 [Epoch 4][Batch 259], Speed: 199.485 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.990 [Epoch 4][Batch 269], Speed: 232.824 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.985 [Epoch 4][Batch 279], Speed: 219.638 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.981 [Epoch 4][Batch 289], Speed: 232.516 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.976 [Epoch 4][Batch 299], Speed: 216.424 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.971 [Epoch 4][Batch 309], Speed: 222.600 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.966 [Epoch 4][Batch 319], Speed: 217.579 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.961 [Epoch 4][Batch 329], Speed: 227.915 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.957 [Epoch 4][Batch 339], Speed: 223.791 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.952 [Epoch 4][Batch 349], Speed: 232.943 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.947 [Epoch 4][Batch 359], Speed: 215.269 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.943 [Epoch 4][Batch 369], Speed: 224.644 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.938 [Epoch 4][Batch 379], Speed: 215.008 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.933 [Epoch 4][Batch 389], Speed: 228.558 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.243, HeatmapFocal=4.929 [Epoch 4][Batch 399], Speed: 231.843 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.243, HeatmapFocal=4.924 [Epoch 4][Batch 409], Speed: 218.287 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.243, HeatmapFocal=4.919 [Epoch 4][Batch 419], Speed: 210.529 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.243, HeatmapFocal=4.915 [Epoch 4][Batch 429], Speed: 224.532 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.243, HeatmapFocal=4.910 [Epoch 4][Batch 439], Speed: 233.826 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.243, HeatmapFocal=4.906 [Epoch 4][Batch 449], Speed: 218.660 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.243, HeatmapFocal=4.901 [Epoch 4][Batch 459], Speed: 239.888 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.243, HeatmapFocal=4.897 [Epoch 4][Batch 469], Speed: 214.013 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.892 [Epoch 4][Batch 479], Speed: 204.854 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.888 [Epoch 4][Batch 489], Speed: 229.836 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.883 [Epoch 4][Batch 499], Speed: 203.836 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.879 [Epoch 4][Batch 509], Speed: 233.125 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.874 [Epoch 4][Batch 519], Speed: 237.463 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.243, HeatmapFocal=4.870 [Epoch 4][Batch 529], Speed: 227.315 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.866 [Epoch 4][Batch 539], Speed: 207.767 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.861 [Epoch 4][Batch 549], Speed: 226.221 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.857 [Epoch 4][Batch 559], Speed: 209.035 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.852 [Epoch 4][Batch 569], Speed: 234.709 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.848 [Epoch 4][Batch 579], Speed: 202.332 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.844 [Epoch 4][Batch 589], Speed: 227.664 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.839 [Epoch 4][Batch 599], Speed: 213.239 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.835 [Epoch 4][Batch 609], Speed: 217.872 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.831 [Epoch 4][Batch 619], Speed: 223.389 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.826 [Epoch 4][Batch 629], Speed: 196.726 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.822 [Epoch 4][Batch 639], Speed: 207.507 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.818 [Epoch 4][Batch 649], Speed: 214.001 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.813 [Epoch 4][Batch 659], Speed: 191.159 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.809 [Epoch 4][Batch 669], Speed: 223.162 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.805 [Epoch 4][Batch 679], Speed: 224.598 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=4.801 [Epoch 4][Batch 689], Speed: 223.507 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.797 [Epoch 4][Batch 699], Speed: 210.752 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.792 [Epoch 4][Batch 709], Speed: 222.406 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.788 [Epoch 4][Batch 719], Speed: 210.567 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.784 [Epoch 4][Batch 729], Speed: 206.115 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.780 [Epoch 4][Batch 739], Speed: 223.378 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.776 [Epoch 4][Batch 749], Speed: 217.285 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.772 [Epoch 4][Batch 759], Speed: 215.602 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.242, HeatmapFocal=4.768 [Epoch 4][Batch 769], Speed: 225.298 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.242, HeatmapFocal=4.763 [Epoch 4][Batch 779], Speed: 215.469 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.242, HeatmapFocal=4.759 [Epoch 4][Batch 789], Speed: 200.659 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.242, HeatmapFocal=4.755 [Epoch 4][Batch 799], Speed: 238.801 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.751 [Epoch 4][Batch 809], Speed: 210.819 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=4.747 [Epoch 4][Batch 819], Speed: 224.421 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.242, HeatmapFocal=4.743 [Epoch 4][Batch 829], Speed: 210.400 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.242, HeatmapFocal=4.739 [Epoch 4][Batch 839], Speed: 210.648 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.242, HeatmapFocal=4.735 [Epoch 4][Batch 849], Speed: 213.309 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.242, HeatmapFocal=4.731 [Epoch 4][Batch 859], Speed: 217.350 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.727 [Epoch 4][Batch 869], Speed: 236.642 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.723 [Epoch 4][Batch 879], Speed: 226.339 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.719 [Epoch 4][Batch 889], Speed: 203.557 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.715 [Epoch 4][Batch 899], Speed: 238.814 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.711 [Epoch 4][Batch 909], Speed: 214.170 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.707 [Epoch 4][Batch 919], Speed: 213.053 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.703 [Epoch 4][Batch 929], Speed: 225.050 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.699 [Epoch 4][Batch 939], Speed: 233.826 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.695 [Epoch 4][Batch 949], Speed: 234.000 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.692 [Epoch 4][Batch 959], Speed: 220.742 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.688 [Epoch 4][Batch 969], Speed: 220.892 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.684 [Epoch 4][Batch 979], Speed: 211.695 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.680 [Epoch 4][Batch 989], Speed: 231.955 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.676 [Epoch 4][Batch 999], Speed: 221.122 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.673 [Epoch 4][Batch 1009], Speed: 201.324 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.669 [Epoch 4][Batch 1019], Speed: 223.472 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.665 [Epoch 4][Batch 1029], Speed: 205.879 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.661 [Epoch 4][Batch 1039], Speed: 223.014 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.657 [Epoch 4][Batch 1049], Speed: 231.422 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.654 [Epoch 4][Batch 1059], Speed: 214.720 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.650 [Epoch 4][Batch 1069], Speed: 221.919 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.646 [Epoch 4][Batch 1079], Speed: 215.406 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.642 [Epoch 4][Batch 1089], Speed: 227.773 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.639 [Epoch 4][Batch 1099], Speed: 223.272 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.242, HeatmapFocal=4.635 [Epoch 4][Batch 1109], Speed: 225.615 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.631 [Epoch 4][Batch 1119], Speed: 228.953 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.627 [Epoch 4][Batch 1129], Speed: 238.275 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.624 [Epoch 4][Batch 1139], Speed: 237.450 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.620 [Epoch 4][Batch 1149], Speed: 221.527 samples/sec, LR=0.000375, WHL1=0.521, CenterRegL1=0.242, HeatmapFocal=4.616 [Epoch 4][Batch 1159], Speed: 202.008 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.612 [Epoch 4][Batch 1169], Speed: 238.498 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.609 [Epoch 4][Batch 1179], Speed: 208.498 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.605 [Epoch 4][Batch 1189], Speed: 207.380 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.601 [Epoch 4][Batch 1199], Speed: 214.985 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.598 [Epoch 4][Batch 1209], Speed: 223.165 samples/sec, LR=0.000375, WHL1=0.522, CenterRegL1=0.242, HeatmapFocal=4.594 [Epoch 4][Batch 1219], Speed: 235.372 samples/sec, LR=0.000375, WHL1=0.521, CenterRegL1=0.242, HeatmapFocal=4.591 [Epoch 4] Training cost: 553.997, WHL1=0.521, CenterRegL1=0.242, HeatmapFocal=4.590 [Epoch 5][Batch 9], Speed: 178.622 samples/sec, LR=0.000375, WHL1=0.483, CenterRegL1=0.242, HeatmapFocal=4.587 [Epoch 5][Batch 19], Speed: 224.471 samples/sec, LR=0.000375, WHL1=0.487, CenterRegL1=0.241, HeatmapFocal=4.583 [Epoch 5][Batch 29], Speed: 215.372 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.242, HeatmapFocal=4.579 [Epoch 5][Batch 39], Speed: 215.161 samples/sec, LR=0.000375, WHL1=0.489, CenterRegL1=0.241, HeatmapFocal=4.576 [Epoch 5][Batch 49], Speed: 204.506 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.572 [Epoch 5][Batch 59], Speed: 222.611 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.568 [Epoch 5][Batch 69], Speed: 214.076 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.565 [Epoch 5][Batch 79], Speed: 222.768 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.561 [Epoch 5][Batch 89], Speed: 230.908 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.558 [Epoch 5][Batch 99], Speed: 228.502 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.241, HeatmapFocal=4.554 [Epoch 5][Batch 109], Speed: 204.160 samples/sec, LR=0.000375, WHL1=0.493, CenterRegL1=0.241, HeatmapFocal=4.550 [Epoch 5][Batch 119], Speed: 235.329 samples/sec, LR=0.000375, WHL1=0.493, CenterRegL1=0.241, HeatmapFocal=4.547 [Epoch 5][Batch 129], Speed: 232.495 samples/sec, LR=0.000375, WHL1=0.491, CenterRegL1=0.241, HeatmapFocal=4.543 [Epoch 5][Batch 139], Speed: 197.525 samples/sec, LR=0.000375, WHL1=0.493, CenterRegL1=0.241, HeatmapFocal=4.540 [Epoch 5][Batch 149], Speed: 215.728 samples/sec, LR=0.000375, WHL1=0.493, CenterRegL1=0.241, HeatmapFocal=4.536 [Epoch 5][Batch 159], Speed: 222.116 samples/sec, LR=0.000375, WHL1=0.494, CenterRegL1=0.241, HeatmapFocal=4.533 [Epoch 5][Batch 169], Speed: 204.992 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.529 [Epoch 5][Batch 179], Speed: 219.045 samples/sec, LR=0.000375, WHL1=0.498, CenterRegL1=0.241, HeatmapFocal=4.526 [Epoch 5][Batch 189], Speed: 243.098 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.523 [Epoch 5][Batch 199], Speed: 193.545 samples/sec, LR=0.000375, WHL1=0.498, CenterRegL1=0.241, HeatmapFocal=4.519 [Epoch 5][Batch 209], Speed: 233.043 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.516 [Epoch 5][Batch 219], Speed: 225.781 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.512 [Epoch 5][Batch 229], Speed: 226.929 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.509 [Epoch 5][Batch 239], Speed: 231.944 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.505 [Epoch 5][Batch 249], Speed: 222.983 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.502 [Epoch 5][Batch 259], Speed: 205.695 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.499 [Epoch 5][Batch 269], Speed: 216.654 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.495 [Epoch 5][Batch 279], Speed: 230.182 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.492 [Epoch 5][Batch 289], Speed: 224.498 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.489 [Epoch 5][Batch 299], Speed: 219.936 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.485 [Epoch 5][Batch 309], Speed: 221.658 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.482 [Epoch 5][Batch 319], Speed: 212.549 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.478 [Epoch 5][Batch 329], Speed: 222.864 samples/sec, LR=0.000375, WHL1=0.498, CenterRegL1=0.241, HeatmapFocal=4.475 [Epoch 5][Batch 339], Speed: 225.774 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.472 [Epoch 5][Batch 349], Speed: 231.354 samples/sec, LR=0.000375, WHL1=0.498, CenterRegL1=0.241, HeatmapFocal=4.469 [Epoch 5][Batch 359], Speed: 224.463 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.465 [Epoch 5][Batch 369], Speed: 221.238 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.462 [Epoch 5][Batch 379], Speed: 208.718 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.459 [Epoch 5][Batch 389], Speed: 206.592 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.455 [Epoch 5][Batch 399], Speed: 231.171 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.452 [Epoch 5][Batch 409], Speed: 213.999 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.449 [Epoch 5][Batch 419], Speed: 212.005 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.446 [Epoch 5][Batch 429], Speed: 228.999 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.442 [Epoch 5][Batch 439], Speed: 228.376 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.439 [Epoch 5][Batch 449], Speed: 217.891 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.436 [Epoch 5][Batch 459], Speed: 212.969 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.433 [Epoch 5][Batch 469], Speed: 228.363 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.429 [Epoch 5][Batch 479], Speed: 226.200 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.426 [Epoch 5][Batch 489], Speed: 210.678 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.423 [Epoch 5][Batch 499], Speed: 216.227 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.420 [Epoch 5][Batch 509], Speed: 214.500 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.417 [Epoch 5][Batch 519], Speed: 235.748 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.413 [Epoch 5][Batch 529], Speed: 225.695 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.410 [Epoch 5][Batch 539], Speed: 208.079 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.407 [Epoch 5][Batch 549], Speed: 209.681 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.404 [Epoch 5][Batch 559], Speed: 219.386 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.401 [Epoch 5][Batch 569], Speed: 219.039 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.398 [Epoch 5][Batch 579], Speed: 230.309 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.395 [Epoch 5][Batch 589], Speed: 195.171 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.391 [Epoch 5][Batch 599], Speed: 241.206 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.388 [Epoch 5][Batch 609], Speed: 194.610 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.385 [Epoch 5][Batch 619], Speed: 220.826 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.382 [Epoch 5][Batch 629], Speed: 227.959 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.379 [Epoch 5][Batch 639], Speed: 229.704 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.376 [Epoch 5][Batch 649], Speed: 224.736 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.373 [Epoch 5][Batch 659], Speed: 239.591 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.370 [Epoch 5][Batch 669], Speed: 215.210 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.367 [Epoch 5][Batch 679], Speed: 214.916 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.364 [Epoch 5][Batch 689], Speed: 221.446 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.361 [Epoch 5][Batch 699], Speed: 226.937 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.358 [Epoch 5][Batch 709], Speed: 223.090 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.355 [Epoch 5][Batch 719], Speed: 231.096 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.352 [Epoch 5][Batch 729], Speed: 223.498 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.349 [Epoch 5][Batch 739], Speed: 216.692 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.346 [Epoch 5][Batch 749], Speed: 217.567 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.343 [Epoch 5][Batch 759], Speed: 232.500 samples/sec, LR=0.000375, WHL1=0.497, CenterRegL1=0.241, HeatmapFocal=4.340 [Epoch 5][Batch 769], Speed: 194.982 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.337 [Epoch 5][Batch 779], Speed: 237.797 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.334 [Epoch 5][Batch 789], Speed: 218.842 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.331 [Epoch 5][Batch 799], Speed: 212.188 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.328 [Epoch 5][Batch 809], Speed: 227.045 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.325 [Epoch 5][Batch 819], Speed: 214.547 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.322 [Epoch 5][Batch 829], Speed: 235.093 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.319 [Epoch 5][Batch 839], Speed: 206.053 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.317 [Epoch 5][Batch 849], Speed: 217.155 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.314 [Epoch 5][Batch 859], Speed: 202.811 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.311 [Epoch 5][Batch 869], Speed: 209.116 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.308 [Epoch 5][Batch 879], Speed: 231.044 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.305 [Epoch 5][Batch 889], Speed: 213.811 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.302 [Epoch 5][Batch 899], Speed: 227.428 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.299 [Epoch 5][Batch 909], Speed: 223.178 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.296 [Epoch 5][Batch 919], Speed: 211.717 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.294 [Epoch 5][Batch 929], Speed: 217.223 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.291 [Epoch 5][Batch 939], Speed: 220.864 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.288 [Epoch 5][Batch 949], Speed: 219.642 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.285 [Epoch 5][Batch 959], Speed: 195.558 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.282 [Epoch 5][Batch 969], Speed: 215.601 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.280 [Epoch 5][Batch 979], Speed: 203.566 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.277 [Epoch 5][Batch 989], Speed: 224.497 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.274 [Epoch 5][Batch 999], Speed: 222.481 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.271 [Epoch 5][Batch 1009], Speed: 211.229 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.268 [Epoch 5][Batch 1019], Speed: 207.751 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.266 [Epoch 5][Batch 1029], Speed: 197.401 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.263 [Epoch 5][Batch 1039], Speed: 209.450 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.260 [Epoch 5][Batch 1049], Speed: 201.437 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.257 [Epoch 5][Batch 1059], Speed: 225.572 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.255 [Epoch 5][Batch 1069], Speed: 215.622 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.252 [Epoch 5][Batch 1079], Speed: 214.241 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.249 [Epoch 5][Batch 1089], Speed: 213.950 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.246 [Epoch 5][Batch 1099], Speed: 210.831 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.244 [Epoch 5][Batch 1109], Speed: 190.949 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.241 [Epoch 5][Batch 1119], Speed: 239.368 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.238 [Epoch 5][Batch 1129], Speed: 242.702 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.236 [Epoch 5][Batch 1139], Speed: 234.847 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.233 [Epoch 5][Batch 1149], Speed: 223.644 samples/sec, LR=0.000375, WHL1=0.496, CenterRegL1=0.241, HeatmapFocal=4.230 [Epoch 5][Batch 1159], Speed: 220.557 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.228 [Epoch 5][Batch 1169], Speed: 215.631 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.225 [Epoch 5][Batch 1179], Speed: 244.154 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.222 [Epoch 5][Batch 1189], Speed: 209.431 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.220 [Epoch 5][Batch 1199], Speed: 218.412 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.217 [Epoch 5][Batch 1209], Speed: 235.004 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.214 [Epoch 5][Batch 1219], Speed: 213.405 samples/sec, LR=0.000375, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.211 [Epoch 5] Training cost: 552.176, WHL1=0.495, CenterRegL1=0.241, HeatmapFocal=4.211 [Epoch 6][Batch 9], Speed: 182.941 samples/sec, LR=0.000375, WHL1=0.487, CenterRegL1=0.242, HeatmapFocal=4.208 [Epoch 6][Batch 19], Speed: 215.831 samples/sec, LR=0.000375, WHL1=0.482, CenterRegL1=0.241, HeatmapFocal=4.205 [Epoch 6][Batch 29], Speed: 220.353 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.241, HeatmapFocal=4.203 [Epoch 6][Batch 39], Speed: 206.504 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.241, HeatmapFocal=4.200 [Epoch 6][Batch 49], Speed: 203.094 samples/sec, LR=0.000375, WHL1=0.467, CenterRegL1=0.241, HeatmapFocal=4.197 [Epoch 6][Batch 59], Speed: 204.033 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=4.195 [Epoch 6][Batch 69], Speed: 215.871 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.240, HeatmapFocal=4.192 [Epoch 6][Batch 79], Speed: 212.130 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.190 [Epoch 6][Batch 89], Speed: 229.542 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.187 [Epoch 6][Batch 99], Speed: 238.962 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.184 [Epoch 6][Batch 109], Speed: 223.751 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.182 [Epoch 6][Batch 119], Speed: 232.397 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.179 [Epoch 6][Batch 129], Speed: 237.095 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.239, HeatmapFocal=4.177 [Epoch 6][Batch 139], Speed: 206.063 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.239, HeatmapFocal=4.174 [Epoch 6][Batch 149], Speed: 226.019 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.239, HeatmapFocal=4.171 [Epoch 6][Batch 159], Speed: 206.963 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.239, HeatmapFocal=4.169 [Epoch 6][Batch 169], Speed: 215.858 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.239, HeatmapFocal=4.166 [Epoch 6][Batch 179], Speed: 228.546 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.164 [Epoch 6][Batch 189], Speed: 221.329 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.161 [Epoch 6][Batch 199], Speed: 211.231 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.159 [Epoch 6][Batch 209], Speed: 204.452 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.240, HeatmapFocal=4.156 [Epoch 6][Batch 219], Speed: 223.914 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.240, HeatmapFocal=4.154 [Epoch 6][Batch 229], Speed: 214.152 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.240, HeatmapFocal=4.151 [Epoch 6][Batch 239], Speed: 228.366 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.240, HeatmapFocal=4.149 [Epoch 6][Batch 249], Speed: 215.228 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.240, HeatmapFocal=4.146 [Epoch 6][Batch 259], Speed: 208.527 samples/sec, LR=0.000375, WHL1=0.480, CenterRegL1=0.240, HeatmapFocal=4.144 [Epoch 6][Batch 269], Speed: 215.665 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.240, HeatmapFocal=4.141 [Epoch 6][Batch 279], Speed: 224.217 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.240, HeatmapFocal=4.139 [Epoch 6][Batch 289], Speed: 223.540 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.136 [Epoch 6][Batch 299], Speed: 233.909 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.134 [Epoch 6][Batch 309], Speed: 210.948 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.131 [Epoch 6][Batch 319], Speed: 225.315 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.129 [Epoch 6][Batch 329], Speed: 224.560 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.126 [Epoch 6][Batch 339], Speed: 222.888 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.124 [Epoch 6][Batch 349], Speed: 236.345 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.121 [Epoch 6][Batch 359], Speed: 236.520 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.240, HeatmapFocal=4.119 [Epoch 6][Batch 369], Speed: 199.469 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.116 [Epoch 6][Batch 379], Speed: 219.423 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.114 [Epoch 6][Batch 389], Speed: 220.646 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.112 [Epoch 6][Batch 399], Speed: 218.229 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.109 [Epoch 6][Batch 409], Speed: 217.489 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.107 [Epoch 6][Batch 419], Speed: 217.917 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.104 [Epoch 6][Batch 429], Speed: 202.733 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.102 [Epoch 6][Batch 439], Speed: 226.910 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.099 [Epoch 6][Batch 449], Speed: 200.291 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.097 [Epoch 6][Batch 459], Speed: 216.101 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.095 [Epoch 6][Batch 469], Speed: 207.477 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.092 [Epoch 6][Batch 479], Speed: 216.428 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.240, HeatmapFocal=4.090 [Epoch 6][Batch 489], Speed: 214.388 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.088 [Epoch 6][Batch 499], Speed: 235.508 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.085 [Epoch 6][Batch 509], Speed: 230.621 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.083 [Epoch 6][Batch 519], Speed: 217.275 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.080 [Epoch 6][Batch 529], Speed: 221.664 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.078 [Epoch 6][Batch 539], Speed: 221.124 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.076 [Epoch 6][Batch 549], Speed: 229.889 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.073 [Epoch 6][Batch 559], Speed: 218.461 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.071 [Epoch 6][Batch 569], Speed: 223.913 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.069 [Epoch 6][Batch 579], Speed: 217.908 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.066 [Epoch 6][Batch 589], Speed: 199.409 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.064 [Epoch 6][Batch 599], Speed: 231.997 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.062 [Epoch 6][Batch 609], Speed: 206.894 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.059 [Epoch 6][Batch 619], Speed: 185.102 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.057 [Epoch 6][Batch 629], Speed: 216.043 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.055 [Epoch 6][Batch 639], Speed: 207.713 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.053 [Epoch 6][Batch 649], Speed: 216.109 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.050 [Epoch 6][Batch 659], Speed: 220.540 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.048 [Epoch 6][Batch 669], Speed: 232.167 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.046 [Epoch 6][Batch 679], Speed: 233.262 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.043 [Epoch 6][Batch 689], Speed: 212.257 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.041 [Epoch 6][Batch 699], Speed: 227.079 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.039 [Epoch 6][Batch 709], Speed: 211.605 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.037 [Epoch 6][Batch 719], Speed: 233.449 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.034 [Epoch 6][Batch 729], Speed: 221.875 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.032 [Epoch 6][Batch 739], Speed: 226.285 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.030 [Epoch 6][Batch 749], Speed: 215.468 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.028 [Epoch 6][Batch 759], Speed: 220.331 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.025 [Epoch 6][Batch 769], Speed: 213.889 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.023 [Epoch 6][Batch 779], Speed: 208.381 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.021 [Epoch 6][Batch 789], Speed: 232.567 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.019 [Epoch 6][Batch 799], Speed: 226.852 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.016 [Epoch 6][Batch 809], Speed: 182.206 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.014 [Epoch 6][Batch 819], Speed: 226.388 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.012 [Epoch 6][Batch 829], Speed: 224.180 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.010 [Epoch 6][Batch 839], Speed: 229.867 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.008 [Epoch 6][Batch 849], Speed: 216.111 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.240, HeatmapFocal=4.005 [Epoch 6][Batch 859], Speed: 229.163 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.240, HeatmapFocal=4.003 [Epoch 6][Batch 869], Speed: 196.583 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.240, HeatmapFocal=4.001 [Epoch 6][Batch 879], Speed: 221.968 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.240, HeatmapFocal=3.999 [Epoch 6][Batch 889], Speed: 221.650 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.240, HeatmapFocal=3.997 [Epoch 6][Batch 899], Speed: 227.808 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.240, HeatmapFocal=3.995 [Epoch 6][Batch 909], Speed: 211.485 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.992 [Epoch 6][Batch 919], Speed: 229.248 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.990 [Epoch 6][Batch 929], Speed: 213.653 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.988 [Epoch 6][Batch 939], Speed: 234.374 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.986 [Epoch 6][Batch 949], Speed: 223.424 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.984 [Epoch 6][Batch 959], Speed: 230.979 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.982 [Epoch 6][Batch 969], Speed: 226.096 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.979 [Epoch 6][Batch 979], Speed: 221.862 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.977 [Epoch 6][Batch 989], Speed: 211.746 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.975 [Epoch 6][Batch 999], Speed: 222.030 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.973 [Epoch 6][Batch 1009], Speed: 212.413 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.971 [Epoch 6][Batch 1019], Speed: 217.561 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.969 [Epoch 6][Batch 1029], Speed: 192.344 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=3.966 [Epoch 6][Batch 1039], Speed: 206.620 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.964 [Epoch 6][Batch 1049], Speed: 194.690 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.962 [Epoch 6][Batch 1059], Speed: 234.661 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.960 [Epoch 6][Batch 1069], Speed: 208.098 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.958 [Epoch 6][Batch 1079], Speed: 220.251 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.956 [Epoch 6][Batch 1089], Speed: 219.664 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.954 [Epoch 6][Batch 1099], Speed: 216.082 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.952 [Epoch 6][Batch 1109], Speed: 214.157 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.950 [Epoch 6][Batch 1119], Speed: 215.050 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.948 [Epoch 6][Batch 1129], Speed: 240.840 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.945 [Epoch 6][Batch 1139], Speed: 216.095 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.943 [Epoch 6][Batch 1149], Speed: 212.592 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.941 [Epoch 6][Batch 1159], Speed: 246.976 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=3.939 [Epoch 6][Batch 1169], Speed: 205.095 samples/sec, LR=0.000375, WHL1=0.472, CenterRegL1=0.240, HeatmapFocal=3.937 [Epoch 6][Batch 1179], Speed: 217.917 samples/sec, LR=0.000375, WHL1=0.472, CenterRegL1=0.240, HeatmapFocal=3.935 [Epoch 6][Batch 1189], Speed: 212.296 samples/sec, LR=0.000375, WHL1=0.472, CenterRegL1=0.240, HeatmapFocal=3.933 [Epoch 6][Batch 1199], Speed: 220.146 samples/sec, LR=0.000375, WHL1=0.472, CenterRegL1=0.240, HeatmapFocal=3.931 [Epoch 6][Batch 1209], Speed: 200.855 samples/sec, LR=0.000375, WHL1=0.472, CenterRegL1=0.240, HeatmapFocal=3.929 [Epoch 6][Batch 1219], Speed: 220.789 samples/sec, LR=0.000375, WHL1=0.472, CenterRegL1=0.240, HeatmapFocal=3.927 [Epoch 6] Training cost: 554.745, WHL1=0.472, CenterRegL1=0.240, HeatmapFocal=3.927 [Epoch 7][Batch 9], Speed: 174.960 samples/sec, LR=0.000375, WHL1=0.451, CenterRegL1=0.238, HeatmapFocal=3.925 [Epoch 7][Batch 19], Speed: 200.027 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.237, HeatmapFocal=3.923 [Epoch 7][Batch 29], Speed: 216.479 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.238, HeatmapFocal=3.920 [Epoch 7][Batch 39], Speed: 206.712 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.238, HeatmapFocal=3.918 [Epoch 7][Batch 49], Speed: 194.025 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.238, HeatmapFocal=3.916 [Epoch 7][Batch 59], Speed: 216.322 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.238, HeatmapFocal=3.914 [Epoch 7][Batch 69], Speed: 216.611 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.238, HeatmapFocal=3.912 [Epoch 7][Batch 79], Speed: 219.251 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.238, HeatmapFocal=3.910 [Epoch 7][Batch 89], Speed: 227.583 samples/sec, LR=0.000375, WHL1=0.461, CenterRegL1=0.238, HeatmapFocal=3.908 [Epoch 7][Batch 99], Speed: 234.858 samples/sec, LR=0.000375, WHL1=0.460, CenterRegL1=0.239, HeatmapFocal=3.906 [Epoch 7][Batch 109], Speed: 220.197 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.904 [Epoch 7][Batch 119], Speed: 204.011 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.902 [Epoch 7][Batch 129], Speed: 209.806 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.900 [Epoch 7][Batch 139], Speed: 214.377 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.898 [Epoch 7][Batch 149], Speed: 225.455 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.896 [Epoch 7][Batch 159], Speed: 213.678 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.894 [Epoch 7][Batch 169], Speed: 208.935 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.892 [Epoch 7][Batch 179], Speed: 215.364 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.890 [Epoch 7][Batch 189], Speed: 221.476 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.888 [Epoch 7][Batch 199], Speed: 227.404 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.886 [Epoch 7][Batch 209], Speed: 226.734 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.884 [Epoch 7][Batch 219], Speed: 213.817 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.882 [Epoch 7][Batch 229], Speed: 184.311 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.880 [Epoch 7][Batch 239], Speed: 205.251 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.879 [Epoch 7][Batch 249], Speed: 228.431 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.877 [Epoch 7][Batch 259], Speed: 207.613 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.875 [Epoch 7][Batch 269], Speed: 227.002 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.873 [Epoch 7][Batch 279], Speed: 229.012 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.871 [Epoch 7][Batch 289], Speed: 195.625 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=3.869 [Epoch 7][Batch 299], Speed: 216.766 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.867 [Epoch 7][Batch 309], Speed: 224.040 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.865 [Epoch 7][Batch 319], Speed: 215.393 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.863 [Epoch 7][Batch 329], Speed: 214.841 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.861 [Epoch 7][Batch 339], Speed: 196.102 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=3.859 [Epoch 7][Batch 349], Speed: 224.341 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.857 [Epoch 7][Batch 359], Speed: 200.629 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=3.855 [Epoch 7][Batch 369], Speed: 224.878 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=3.853 [Epoch 7][Batch 379], Speed: 209.345 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=3.851 [Epoch 7][Batch 389], Speed: 210.859 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=3.850 [Epoch 7][Batch 399], Speed: 212.993 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=3.848 [Epoch 7][Batch 409], Speed: 207.190 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.846 [Epoch 7][Batch 419], Speed: 218.690 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.844 [Epoch 7][Batch 429], Speed: 233.559 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.842 [Epoch 7][Batch 439], Speed: 213.457 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.840 [Epoch 7][Batch 449], Speed: 237.721 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.838 [Epoch 7][Batch 459], Speed: 217.484 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.836 [Epoch 7][Batch 469], Speed: 223.476 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.834 [Epoch 7][Batch 479], Speed: 229.864 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.832 [Epoch 7][Batch 489], Speed: 221.865 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.831 [Epoch 7][Batch 499], Speed: 197.178 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.829 [Epoch 7][Batch 509], Speed: 240.280 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.827 [Epoch 7][Batch 519], Speed: 217.771 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.825 [Epoch 7][Batch 529], Speed: 206.511 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.823 [Epoch 7][Batch 539], Speed: 220.539 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.821 [Epoch 7][Batch 549], Speed: 225.812 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.819 [Epoch 7][Batch 559], Speed: 197.521 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.818 [Epoch 7][Batch 569], Speed: 204.501 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.816 [Epoch 7][Batch 579], Speed: 215.632 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.814 [Epoch 7][Batch 589], Speed: 225.095 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.812 [Epoch 7][Batch 599], Speed: 216.270 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.810 [Epoch 7][Batch 609], Speed: 209.998 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.809 [Epoch 7][Batch 619], Speed: 233.009 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.807 [Epoch 7][Batch 629], Speed: 206.117 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.805 [Epoch 7][Batch 639], Speed: 219.324 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.803 [Epoch 7][Batch 649], Speed: 224.722 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.801 [Epoch 7][Batch 659], Speed: 215.548 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.799 [Epoch 7][Batch 669], Speed: 216.996 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.798 [Epoch 7][Batch 679], Speed: 223.842 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.796 [Epoch 7][Batch 689], Speed: 221.024 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.794 [Epoch 7][Batch 699], Speed: 188.537 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.792 [Epoch 7][Batch 709], Speed: 225.951 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.791 [Epoch 7][Batch 719], Speed: 216.754 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.789 [Epoch 7][Batch 729], Speed: 214.226 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.787 [Epoch 7][Batch 739], Speed: 211.325 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.785 [Epoch 7][Batch 749], Speed: 233.963 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.783 [Epoch 7][Batch 759], Speed: 200.025 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.782 [Epoch 7][Batch 769], Speed: 212.766 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.780 [Epoch 7][Batch 779], Speed: 210.059 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.778 [Epoch 7][Batch 789], Speed: 221.723 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.776 [Epoch 7][Batch 799], Speed: 204.519 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.775 [Epoch 7][Batch 809], Speed: 229.111 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.773 [Epoch 7][Batch 819], Speed: 219.364 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.771 [Epoch 7][Batch 829], Speed: 217.164 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.769 [Epoch 7][Batch 839], Speed: 204.322 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.768 [Epoch 7][Batch 849], Speed: 215.018 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.766 [Epoch 7][Batch 859], Speed: 189.593 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.764 [Epoch 7][Batch 869], Speed: 239.972 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.763 [Epoch 7][Batch 879], Speed: 209.050 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.761 [Epoch 7][Batch 889], Speed: 204.499 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.759 [Epoch 7][Batch 899], Speed: 188.120 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.757 [Epoch 7][Batch 909], Speed: 211.318 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.756 [Epoch 7][Batch 919], Speed: 204.958 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.754 [Epoch 7][Batch 929], Speed: 226.589 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.752 [Epoch 7][Batch 939], Speed: 199.330 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.751 [Epoch 7][Batch 949], Speed: 217.185 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.749 [Epoch 7][Batch 959], Speed: 216.170 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.747 [Epoch 7][Batch 969], Speed: 196.134 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.746 [Epoch 7][Batch 979], Speed: 179.064 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.744 [Epoch 7][Batch 989], Speed: 225.595 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.742 [Epoch 7][Batch 999], Speed: 222.337 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.740 [Epoch 7][Batch 1009], Speed: 214.242 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.739 [Epoch 7][Batch 1019], Speed: 216.962 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.737 [Epoch 7][Batch 1029], Speed: 212.558 samples/sec, LR=0.000375, WHL1=0.453, CenterRegL1=0.239, HeatmapFocal=3.735 [Epoch 7][Batch 1039], Speed: 214.854 samples/sec, LR=0.000375, WHL1=0.453, CenterRegL1=0.239, HeatmapFocal=3.734 [Epoch 7][Batch 1049], Speed: 222.712 samples/sec, LR=0.000375, WHL1=0.453, CenterRegL1=0.239, HeatmapFocal=3.732 [Epoch 7][Batch 1059], Speed: 205.810 samples/sec, LR=0.000375, WHL1=0.453, CenterRegL1=0.239, HeatmapFocal=3.730 [Epoch 7][Batch 1069], Speed: 207.009 samples/sec, LR=0.000375, WHL1=0.453, CenterRegL1=0.239, HeatmapFocal=3.729 [Epoch 7][Batch 1079], Speed: 199.235 samples/sec, LR=0.000375, WHL1=0.453, CenterRegL1=0.239, HeatmapFocal=3.727 [Epoch 7][Batch 1089], Speed: 217.686 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.725 [Epoch 7][Batch 1099], Speed: 219.206 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.724 [Epoch 7][Batch 1109], Speed: 221.094 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.722 [Epoch 7][Batch 1119], Speed: 201.434 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.721 [Epoch 7][Batch 1129], Speed: 215.771 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.719 [Epoch 7][Batch 1139], Speed: 231.852 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.717 [Epoch 7][Batch 1149], Speed: 238.229 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.716 [Epoch 7][Batch 1159], Speed: 194.791 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.714 [Epoch 7][Batch 1169], Speed: 214.048 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.712 [Epoch 7][Batch 1179], Speed: 232.088 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.711 [Epoch 7][Batch 1189], Speed: 218.485 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.709 [Epoch 7][Batch 1199], Speed: 219.000 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.707 [Epoch 7][Batch 1209], Speed: 208.457 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.706 [Epoch 7][Batch 1219], Speed: 203.030 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.704 [Epoch 7] Training cost: 556.099, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=3.704 [Epoch 8][Batch 9], Speed: 160.015 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.240, HeatmapFocal=3.702 [Epoch 8][Batch 19], Speed: 223.218 samples/sec, LR=0.000375, WHL1=0.445, CenterRegL1=0.239, HeatmapFocal=3.701 [Epoch 8][Batch 29], Speed: 221.630 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.240, HeatmapFocal=3.699 [Epoch 8][Batch 39], Speed: 197.172 samples/sec, LR=0.000375, WHL1=0.436, CenterRegL1=0.239, HeatmapFocal=3.697 [Epoch 8][Batch 49], Speed: 214.852 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.239, HeatmapFocal=3.696 [Epoch 8][Batch 59], Speed: 219.375 samples/sec, LR=0.000375, WHL1=0.436, CenterRegL1=0.239, HeatmapFocal=3.694 [Epoch 8][Batch 69], Speed: 235.240 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.693 [Epoch 8][Batch 79], Speed: 208.358 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.239, HeatmapFocal=3.691 [Epoch 8][Batch 89], Speed: 228.460 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.689 [Epoch 8][Batch 99], Speed: 228.399 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.688 [Epoch 8][Batch 109], Speed: 226.598 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.686 [Epoch 8][Batch 119], Speed: 218.998 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.239, HeatmapFocal=3.684 [Epoch 8][Batch 129], Speed: 229.460 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.683 [Epoch 8][Batch 139], Speed: 214.956 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.239, HeatmapFocal=3.681 [Epoch 8][Batch 149], Speed: 226.033 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.680 [Epoch 8][Batch 159], Speed: 222.073 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.678 [Epoch 8][Batch 169], Speed: 235.912 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.239, HeatmapFocal=3.676 [Epoch 8][Batch 179], Speed: 212.487 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.239, HeatmapFocal=3.675 [Epoch 8][Batch 189], Speed: 212.695 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.673 [Epoch 8][Batch 199], Speed: 221.639 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.672 [Epoch 8][Batch 209], Speed: 227.585 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.670 [Epoch 8][Batch 219], Speed: 237.525 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.239, HeatmapFocal=3.668 [Epoch 8][Batch 229], Speed: 228.313 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.667 [Epoch 8][Batch 239], Speed: 216.221 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.665 [Epoch 8][Batch 249], Speed: 201.465 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.664 [Epoch 8][Batch 259], Speed: 222.220 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.662 [Epoch 8][Batch 269], Speed: 229.237 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.661 [Epoch 8][Batch 279], Speed: 225.715 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.659 [Epoch 8][Batch 289], Speed: 234.475 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.658 [Epoch 8][Batch 299], Speed: 219.344 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.656 [Epoch 8][Batch 309], Speed: 223.474 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.654 [Epoch 8][Batch 319], Speed: 226.888 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.239, HeatmapFocal=3.653 [Epoch 8][Batch 329], Speed: 216.982 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.651 [Epoch 8][Batch 339], Speed: 219.463 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.239, HeatmapFocal=3.650 [Epoch 8][Batch 349], Speed: 233.472 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.239, HeatmapFocal=3.648 [Epoch 8][Batch 359], Speed: 192.687 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.239, HeatmapFocal=3.647 [Epoch 8][Batch 369], Speed: 207.905 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.645 [Epoch 8][Batch 379], Speed: 226.939 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.644 [Epoch 8][Batch 389], Speed: 216.247 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.642 [Epoch 8][Batch 399], Speed: 232.702 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.641 [Epoch 8][Batch 409], Speed: 230.956 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.639 [Epoch 8][Batch 419], Speed: 221.222 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.638 [Epoch 8][Batch 429], Speed: 219.439 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.239, HeatmapFocal=3.636 [Epoch 8][Batch 439], Speed: 229.628 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.239, HeatmapFocal=3.635 [Epoch 8][Batch 449], Speed: 218.160 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.239, HeatmapFocal=3.633 [Epoch 8][Batch 459], Speed: 214.541 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.632 [Epoch 8][Batch 469], Speed: 209.782 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.630 [Epoch 8][Batch 479], Speed: 205.348 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.629 [Epoch 8][Batch 489], Speed: 224.574 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.627 [Epoch 8][Batch 499], Speed: 177.666 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.626 [Epoch 8][Batch 509], Speed: 174.504 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.624 [Epoch 8][Batch 519], Speed: 215.675 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.623 [Epoch 8][Batch 529], Speed: 222.720 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.621 [Epoch 8][Batch 539], Speed: 194.603 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.620 [Epoch 8][Batch 549], Speed: 220.482 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.618 [Epoch 8][Batch 559], Speed: 208.667 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.617 [Epoch 8][Batch 569], Speed: 220.789 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.615 [Epoch 8][Batch 579], Speed: 205.455 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.614 [Epoch 8][Batch 589], Speed: 228.394 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.612 [Epoch 8][Batch 599], Speed: 205.714 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.611 [Epoch 8][Batch 609], Speed: 219.491 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.609 [Epoch 8][Batch 619], Speed: 208.701 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.608 [Epoch 8][Batch 629], Speed: 205.792 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.607 [Epoch 8][Batch 639], Speed: 231.722 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.605 [Epoch 8][Batch 649], Speed: 228.586 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.604 [Epoch 8][Batch 659], Speed: 225.041 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.602 [Epoch 8][Batch 669], Speed: 201.527 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.601 [Epoch 8][Batch 679], Speed: 203.348 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.238, HeatmapFocal=3.599 [Epoch 8][Batch 689], Speed: 216.367 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.598 [Epoch 8][Batch 699], Speed: 220.040 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.596 [Epoch 8][Batch 709], Speed: 190.800 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.595 [Epoch 8][Batch 719], Speed: 202.212 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.593 [Epoch 8][Batch 729], Speed: 201.687 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.592 [Epoch 8][Batch 739], Speed: 227.433 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.591 [Epoch 8][Batch 749], Speed: 211.464 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.589 [Epoch 8][Batch 759], Speed: 183.083 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.588 [Epoch 8][Batch 769], Speed: 212.308 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.586 [Epoch 8][Batch 779], Speed: 233.895 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.585 [Epoch 8][Batch 789], Speed: 221.873 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.583 [Epoch 8][Batch 799], Speed: 218.634 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.582 [Epoch 8][Batch 809], Speed: 212.118 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.581 [Epoch 8][Batch 819], Speed: 224.166 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.579 [Epoch 8][Batch 829], Speed: 219.509 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.578 [Epoch 8][Batch 839], Speed: 193.594 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.576 [Epoch 8][Batch 849], Speed: 206.066 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.575 [Epoch 8][Batch 859], Speed: 206.067 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.574 [Epoch 8][Batch 869], Speed: 228.864 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.572 [Epoch 8][Batch 879], Speed: 220.489 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.571 [Epoch 8][Batch 889], Speed: 224.940 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.569 [Epoch 8][Batch 899], Speed: 230.788 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.568 [Epoch 8][Batch 909], Speed: 221.479 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.567 [Epoch 8][Batch 919], Speed: 220.321 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.565 [Epoch 8][Batch 929], Speed: 216.376 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.564 [Epoch 8][Batch 939], Speed: 228.804 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.562 [Epoch 8][Batch 949], Speed: 198.079 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.561 [Epoch 8][Batch 959], Speed: 235.516 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.560 [Epoch 8][Batch 969], Speed: 234.462 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.558 [Epoch 8][Batch 979], Speed: 228.578 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.557 [Epoch 8][Batch 989], Speed: 224.658 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.556 [Epoch 8][Batch 999], Speed: 234.259 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.554 [Epoch 8][Batch 1009], Speed: 220.666 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.553 [Epoch 8][Batch 1019], Speed: 216.219 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.552 [Epoch 8][Batch 1029], Speed: 227.456 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.550 [Epoch 8][Batch 1039], Speed: 225.557 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.549 [Epoch 8][Batch 1049], Speed: 227.689 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.547 [Epoch 8][Batch 1059], Speed: 225.203 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.546 [Epoch 8][Batch 1069], Speed: 220.868 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.545 [Epoch 8][Batch 1079], Speed: 212.032 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.543 [Epoch 8][Batch 1089], Speed: 222.684 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.542 [Epoch 8][Batch 1099], Speed: 222.932 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.541 [Epoch 8][Batch 1109], Speed: 236.791 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.539 [Epoch 8][Batch 1119], Speed: 211.466 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.538 [Epoch 8][Batch 1129], Speed: 240.730 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.537 [Epoch 8][Batch 1139], Speed: 243.744 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.535 [Epoch 8][Batch 1149], Speed: 220.088 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.534 [Epoch 8][Batch 1159], Speed: 216.260 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.533 [Epoch 8][Batch 1169], Speed: 211.118 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.531 [Epoch 8][Batch 1179], Speed: 186.192 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.530 [Epoch 8][Batch 1189], Speed: 223.832 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.529 [Epoch 8][Batch 1199], Speed: 213.843 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.527 [Epoch 8][Batch 1209], Speed: 208.125 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.526 [Epoch 8][Batch 1219], Speed: 218.493 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.525 [Epoch 8] Training cost: 554.268, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.525 [Epoch 9][Batch 9], Speed: 187.298 samples/sec, LR=0.000375, WHL1=0.431, CenterRegL1=0.237, HeatmapFocal=3.523 [Epoch 9][Batch 19], Speed: 207.818 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.237, HeatmapFocal=3.522 [Epoch 9][Batch 29], Speed: 227.975 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.521 [Epoch 9][Batch 39], Speed: 216.016 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.237, HeatmapFocal=3.519 [Epoch 9][Batch 49], Speed: 223.235 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.237, HeatmapFocal=3.518 [Epoch 9][Batch 59], Speed: 211.176 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.517 [Epoch 9][Batch 69], Speed: 225.637 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.515 [Epoch 9][Batch 79], Speed: 212.622 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.514 [Epoch 9][Batch 89], Speed: 202.836 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.513 [Epoch 9][Batch 99], Speed: 210.469 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.511 [Epoch 9][Batch 109], Speed: 211.643 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.510 [Epoch 9][Batch 119], Speed: 233.094 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.238, HeatmapFocal=3.509 [Epoch 9][Batch 129], Speed: 230.381 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.238, HeatmapFocal=3.507 [Epoch 9][Batch 139], Speed: 245.687 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.238, HeatmapFocal=3.506 [Epoch 9][Batch 149], Speed: 224.467 samples/sec, LR=0.000375, WHL1=0.421, CenterRegL1=0.238, HeatmapFocal=3.505 [Epoch 9][Batch 159], Speed: 225.911 samples/sec, LR=0.000375, WHL1=0.421, CenterRegL1=0.238, HeatmapFocal=3.503 [Epoch 9][Batch 169], Speed: 206.829 samples/sec, LR=0.000375, WHL1=0.421, CenterRegL1=0.238, HeatmapFocal=3.502 [Epoch 9][Batch 179], Speed: 212.862 samples/sec, LR=0.000375, WHL1=0.421, CenterRegL1=0.238, HeatmapFocal=3.501 [Epoch 9][Batch 189], Speed: 211.572 samples/sec, LR=0.000375, WHL1=0.421, CenterRegL1=0.238, HeatmapFocal=3.499 [Epoch 9][Batch 199], Speed: 192.978 samples/sec, LR=0.000375, WHL1=0.421, CenterRegL1=0.238, HeatmapFocal=3.498 [Epoch 9][Batch 209], Speed: 218.556 samples/sec, LR=0.000375, WHL1=0.421, CenterRegL1=0.238, HeatmapFocal=3.497 [Epoch 9][Batch 219], Speed: 225.184 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.238, HeatmapFocal=3.495 [Epoch 9][Batch 229], Speed: 230.619 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.238, HeatmapFocal=3.494 [Epoch 9][Batch 239], Speed: 208.622 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.238, HeatmapFocal=3.493 [Epoch 9][Batch 249], Speed: 231.207 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.238, HeatmapFocal=3.491 [Epoch 9][Batch 259], Speed: 222.337 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.238, HeatmapFocal=3.490 [Epoch 9][Batch 269], Speed: 212.489 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.238, HeatmapFocal=3.489 [Epoch 9][Batch 279], Speed: 220.205 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.238, HeatmapFocal=3.488 [Epoch 9][Batch 289], Speed: 219.468 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.238, HeatmapFocal=3.486 [Epoch 9][Batch 299], Speed: 234.600 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.485 [Epoch 9][Batch 309], Speed: 214.700 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.484 [Epoch 9][Batch 319], Speed: 193.681 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.483 [Epoch 9][Batch 329], Speed: 219.565 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.481 [Epoch 9][Batch 339], Speed: 230.169 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.480 [Epoch 9][Batch 349], Speed: 205.497 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.479 [Epoch 9][Batch 359], Speed: 231.463 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.478 [Epoch 9][Batch 369], Speed: 239.330 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.476 [Epoch 9][Batch 379], Speed: 194.051 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.475 [Epoch 9][Batch 389], Speed: 207.297 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.474 [Epoch 9][Batch 399], Speed: 212.747 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.473 [Epoch 9][Batch 409], Speed: 208.904 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.471 [Epoch 9][Batch 419], Speed: 209.356 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.470 [Epoch 9][Batch 429], Speed: 220.022 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.469 [Epoch 9][Batch 439], Speed: 221.333 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.468 [Epoch 9][Batch 449], Speed: 219.775 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.466 [Epoch 9][Batch 459], Speed: 228.269 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.465 [Epoch 9][Batch 469], Speed: 208.892 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.464 [Epoch 9][Batch 479], Speed: 214.472 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.463 [Epoch 9][Batch 489], Speed: 217.504 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.461 [Epoch 9][Batch 499], Speed: 218.185 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.460 [Epoch 9][Batch 509], Speed: 213.339 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.459 [Epoch 9][Batch 519], Speed: 221.990 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.458 [Epoch 9][Batch 529], Speed: 206.474 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.457 [Epoch 9][Batch 539], Speed: 232.175 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.455 [Epoch 9][Batch 549], Speed: 215.785 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.454 [Epoch 9][Batch 559], Speed: 221.422 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.453 [Epoch 9][Batch 569], Speed: 216.067 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.452 [Epoch 9][Batch 579], Speed: 210.230 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.450 [Epoch 9][Batch 589], Speed: 188.678 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.449 [Epoch 9][Batch 599], Speed: 230.150 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.448 [Epoch 9][Batch 609], Speed: 204.114 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.447 [Epoch 9][Batch 619], Speed: 218.651 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.446 [Epoch 9][Batch 629], Speed: 217.684 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.444 [Epoch 9][Batch 639], Speed: 195.473 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.443 [Epoch 9][Batch 649], Speed: 203.039 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.442 [Epoch 9][Batch 659], Speed: 224.697 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.441 [Epoch 9][Batch 669], Speed: 200.150 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.440 [Epoch 9][Batch 679], Speed: 194.711 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.438 [Epoch 9][Batch 689], Speed: 214.858 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.437 [Epoch 9][Batch 699], Speed: 205.993 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.436 [Epoch 9][Batch 709], Speed: 238.071 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.435 [Epoch 9][Batch 719], Speed: 230.817 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.434 [Epoch 9][Batch 729], Speed: 214.746 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.432 [Epoch 9][Batch 739], Speed: 226.552 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.431 [Epoch 9][Batch 749], Speed: 216.664 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.430 [Epoch 9][Batch 759], Speed: 211.097 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.429 [Epoch 9][Batch 769], Speed: 216.072 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.428 [Epoch 9][Batch 779], Speed: 232.012 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.426 [Epoch 9][Batch 789], Speed: 195.438 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.425 [Epoch 9][Batch 799], Speed: 226.590 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.424 [Epoch 9][Batch 809], Speed: 219.896 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.423 [Epoch 9][Batch 819], Speed: 216.129 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.422 [Epoch 9][Batch 829], Speed: 224.322 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.421 [Epoch 9][Batch 839], Speed: 233.931 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.420 [Epoch 9][Batch 849], Speed: 215.673 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.418 [Epoch 9][Batch 859], Speed: 229.327 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.417 [Epoch 9][Batch 869], Speed: 228.607 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.416 [Epoch 9][Batch 879], Speed: 214.304 samples/sec, LR=0.000375, WHL1=0.427, CenterRegL1=0.238, HeatmapFocal=3.415 [Epoch 9][Batch 889], Speed: 194.457 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.414 [Epoch 9][Batch 899], Speed: 230.458 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.413 [Epoch 9][Batch 909], Speed: 206.458 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.411 [Epoch 9][Batch 919], Speed: 210.993 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.410 [Epoch 9][Batch 929], Speed: 207.476 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.409 [Epoch 9][Batch 939], Speed: 218.331 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.408 [Epoch 9][Batch 949], Speed: 207.432 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.407 [Epoch 9][Batch 959], Speed: 212.165 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.406 [Epoch 9][Batch 969], Speed: 201.590 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.404 [Epoch 9][Batch 979], Speed: 223.522 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.403 [Epoch 9][Batch 989], Speed: 207.558 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.402 [Epoch 9][Batch 999], Speed: 228.132 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.401 [Epoch 9][Batch 1009], Speed: 193.148 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.400 [Epoch 9][Batch 1019], Speed: 212.501 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.399 [Epoch 9][Batch 1029], Speed: 215.253 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.398 [Epoch 9][Batch 1039], Speed: 222.030 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.397 [Epoch 9][Batch 1049], Speed: 228.800 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.395 [Epoch 9][Batch 1059], Speed: 212.539 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.394 [Epoch 9][Batch 1069], Speed: 212.852 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.393 [Epoch 9][Batch 1079], Speed: 213.309 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.392 [Epoch 9][Batch 1089], Speed: 212.615 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.391 [Epoch 9][Batch 1099], Speed: 208.653 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.238, HeatmapFocal=3.390 [Epoch 9][Batch 1109], Speed: 223.784 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.389 [Epoch 9][Batch 1119], Speed: 202.764 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.387 [Epoch 9][Batch 1129], Speed: 230.676 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.386 [Epoch 9][Batch 1139], Speed: 212.999 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.385 [Epoch 9][Batch 1149], Speed: 201.848 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.384 [Epoch 9][Batch 1159], Speed: 218.382 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.383 [Epoch 9][Batch 1169], Speed: 203.217 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.382 [Epoch 9][Batch 1179], Speed: 194.529 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.381 [Epoch 9][Batch 1189], Speed: 201.576 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.380 [Epoch 9][Batch 1199], Speed: 206.184 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.378 [Epoch 9][Batch 1209], Speed: 199.132 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.377 [Epoch 9][Batch 1219], Speed: 200.253 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.376 [Epoch 9] Training cost: 558.149, WHL1=0.425, CenterRegL1=0.238, HeatmapFocal=3.376 [Epoch 10][Batch 9], Speed: 193.997 samples/sec, LR=0.000375, WHL1=0.412, CenterRegL1=0.239, HeatmapFocal=3.375 [Epoch 10][Batch 19], Speed: 222.627 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.374 [Epoch 10][Batch 29], Speed: 228.083 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.373 [Epoch 10][Batch 39], Speed: 224.635 samples/sec, LR=0.000375, WHL1=0.413, CenterRegL1=0.237, HeatmapFocal=3.372 [Epoch 10][Batch 49], Speed: 231.125 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.237, HeatmapFocal=3.370 [Epoch 10][Batch 59], Speed: 222.608 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.369 [Epoch 10][Batch 69], Speed: 232.804 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.368 [Epoch 10][Batch 79], Speed: 213.246 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.367 [Epoch 10][Batch 89], Speed: 216.855 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.366 [Epoch 10][Batch 99], Speed: 218.152 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.365 [Epoch 10][Batch 109], Speed: 223.051 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.364 [Epoch 10][Batch 119], Speed: 213.200 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.363 [Epoch 10][Batch 129], Speed: 222.605 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.237, HeatmapFocal=3.362 [Epoch 10][Batch 139], Speed: 221.648 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.360 [Epoch 10][Batch 149], Speed: 226.071 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.359 [Epoch 10][Batch 159], Speed: 217.573 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.358 [Epoch 10][Batch 169], Speed: 178.614 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.357 [Epoch 10][Batch 179], Speed: 234.224 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.356 [Epoch 10][Batch 189], Speed: 235.219 samples/sec, LR=0.000375, WHL1=0.420, CenterRegL1=0.237, HeatmapFocal=3.355 [Epoch 10][Batch 199], Speed: 233.656 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.354 [Epoch 10][Batch 209], Speed: 231.465 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.353 [Epoch 10][Batch 219], Speed: 228.754 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.352 [Epoch 10][Batch 229], Speed: 202.514 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.351 [Epoch 10][Batch 239], Speed: 224.702 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.350 [Epoch 10][Batch 249], Speed: 235.630 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.348 [Epoch 10][Batch 259], Speed: 222.771 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.347 [Epoch 10][Batch 269], Speed: 228.292 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.346 [Epoch 10][Batch 279], Speed: 212.520 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.345 [Epoch 10][Batch 289], Speed: 230.448 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.344 [Epoch 10][Batch 299], Speed: 227.989 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.343 [Epoch 10][Batch 309], Speed: 216.513 samples/sec, LR=0.000375, WHL1=0.419, CenterRegL1=0.237, HeatmapFocal=3.342 [Epoch 10][Batch 319], Speed: 210.778 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.341 [Epoch 10][Batch 329], Speed: 222.993 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.340 [Epoch 10][Batch 339], Speed: 233.170 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.339 [Epoch 10][Batch 349], Speed: 202.703 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.237, HeatmapFocal=3.338 [Epoch 10][Batch 359], Speed: 228.012 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.237, HeatmapFocal=3.337 [Epoch 10][Batch 369], Speed: 210.080 samples/sec, LR=0.000375, WHL1=0.418, CenterRegL1=0.237, HeatmapFocal=3.335 [Epoch 10][Batch 379], Speed: 215.844 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.237, HeatmapFocal=3.334 [Epoch 10][Batch 389], Speed: 224.692 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.237, HeatmapFocal=3.333 [Epoch 10][Batch 399], Speed: 206.102 samples/sec, LR=0.000375, WHL1=0.417, CenterRegL1=0.237, HeatmapFocal=3.332 [Epoch 10][Batch 409], Speed: 215.914 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.331 [Epoch 10][Batch 419], Speed: 226.825 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.330 [Epoch 10][Batch 429], Speed: 196.830 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.329 [Epoch 10][Batch 439], Speed: 231.458 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.328 [Epoch 10][Batch 449], Speed: 214.852 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.327 [Epoch 10][Batch 459], Speed: 218.739 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.326 [Epoch 10][Batch 469], Speed: 221.108 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.325 [Epoch 10][Batch 479], Speed: 208.479 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.324 [Epoch 10][Batch 489], Speed: 218.703 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.323 [Epoch 10][Batch 499], Speed: 209.271 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.322 [Epoch 10][Batch 509], Speed: 224.923 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.321 [Epoch 10][Batch 519], Speed: 228.296 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.320 [Epoch 10][Batch 529], Speed: 211.927 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.319 [Epoch 10][Batch 539], Speed: 229.723 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.318 [Epoch 10][Batch 549], Speed: 216.372 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.317 [Epoch 10][Batch 559], Speed: 215.765 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.316 [Epoch 10][Batch 569], Speed: 195.860 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.315 [Epoch 10][Batch 579], Speed: 213.975 samples/sec, LR=0.000375, WHL1=0.416, CenterRegL1=0.237, HeatmapFocal=3.314 [Epoch 10][Batch 589], Speed: 224.792 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.312 [Epoch 10][Batch 599], Speed: 235.166 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.311 [Epoch 10][Batch 609], Speed: 221.562 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.310 [Epoch 10][Batch 619], Speed: 218.519 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.309 [Epoch 10][Batch 629], Speed: 210.759 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.308 [Epoch 10][Batch 639], Speed: 216.205 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.307 [Epoch 10][Batch 649], Speed: 218.216 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.306 [Epoch 10][Batch 659], Speed: 233.473 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.305 [Epoch 10][Batch 669], Speed: 197.134 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.304 [Epoch 10][Batch 679], Speed: 195.309 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.303 [Epoch 10][Batch 689], Speed: 233.309 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.302 [Epoch 10][Batch 699], Speed: 219.578 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.301 [Epoch 10][Batch 709], Speed: 216.181 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.300 [Epoch 10][Batch 719], Speed: 224.163 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.299 [Epoch 10][Batch 729], Speed: 205.930 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.298 [Epoch 10][Batch 739], Speed: 216.520 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.297 [Epoch 10][Batch 749], Speed: 222.556 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.296 [Epoch 10][Batch 759], Speed: 196.963 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.295 [Epoch 10][Batch 769], Speed: 226.826 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.294 [Epoch 10][Batch 779], Speed: 212.273 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.293 [Epoch 10][Batch 789], Speed: 212.334 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.292 [Epoch 10][Batch 799], Speed: 203.627 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.291 [Epoch 10][Batch 809], Speed: 231.011 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.290 [Epoch 10][Batch 819], Speed: 193.204 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.289 [Epoch 10][Batch 829], Speed: 220.160 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.288 [Epoch 10][Batch 839], Speed: 217.125 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.287 [Epoch 10][Batch 849], Speed: 202.486 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.286 [Epoch 10][Batch 859], Speed: 214.745 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.285 [Epoch 10][Batch 869], Speed: 232.329 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.284 [Epoch 10][Batch 879], Speed: 204.848 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.283 [Epoch 10][Batch 889], Speed: 211.709 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.282 [Epoch 10][Batch 899], Speed: 223.357 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.281 [Epoch 10][Batch 909], Speed: 213.765 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.280 [Epoch 10][Batch 919], Speed: 233.007 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.279 [Epoch 10][Batch 929], Speed: 228.355 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.278 [Epoch 10][Batch 939], Speed: 228.149 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.277 [Epoch 10][Batch 949], Speed: 224.333 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.276 [Epoch 10][Batch 959], Speed: 231.914 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.275 [Epoch 10][Batch 969], Speed: 215.377 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.275 [Epoch 10][Batch 979], Speed: 217.155 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.274 [Epoch 10][Batch 989], Speed: 225.749 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.273 [Epoch 10][Batch 999], Speed: 227.935 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.272 [Epoch 10][Batch 1009], Speed: 203.285 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.271 [Epoch 10][Batch 1019], Speed: 230.073 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.270 [Epoch 10][Batch 1029], Speed: 212.733 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.269 [Epoch 10][Batch 1039], Speed: 216.958 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.268 [Epoch 10][Batch 1049], Speed: 206.244 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.267 [Epoch 10][Batch 1059], Speed: 210.219 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.266 [Epoch 10][Batch 1069], Speed: 211.746 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.265 [Epoch 10][Batch 1079], Speed: 236.427 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.264 [Epoch 10][Batch 1089], Speed: 211.333 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.263 [Epoch 10][Batch 1099], Speed: 218.647 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.262 [Epoch 10][Batch 1109], Speed: 243.241 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.261 [Epoch 10][Batch 1119], Speed: 212.717 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.260 [Epoch 10][Batch 1129], Speed: 239.916 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.259 [Epoch 10][Batch 1139], Speed: 245.248 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.258 [Epoch 10][Batch 1149], Speed: 210.941 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.258 [Epoch 10][Batch 1159], Speed: 203.423 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.257 [Epoch 10][Batch 1169], Speed: 219.125 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.256 [Epoch 10][Batch 1179], Speed: 205.173 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.255 [Epoch 10][Batch 1189], Speed: 215.935 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.254 [Epoch 10][Batch 1199], Speed: 215.736 samples/sec, LR=0.000375, WHL1=0.414, CenterRegL1=0.237, HeatmapFocal=3.253 [Epoch 10][Batch 1209], Speed: 205.949 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.252 [Epoch 10][Batch 1219], Speed: 230.210 samples/sec, LR=0.000375, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.251 [Epoch 10] Training cost: 553.056, WHL1=0.415, CenterRegL1=0.237, HeatmapFocal=3.251 [Epoch 10] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.146 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.274 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.140 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.045 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.167 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.227 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.179 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.276 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.284 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.086 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.297 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.449 person=29.0 bicycle=8.2 car=15.4 motorcycle=12.2 airplane=27.6 bus=34.7 train=30.2 truck=8.7 boat=4.7 traffic light=7.6 fire hydrant=40.2 stop sign=35.7 parking meter=18.2 bench=6.6 bird=12.2 cat=26.7 dog=21.9 horse=25.7 sheep=19.0 cow=16.5 elephant=25.5 bear=32.1 zebra=40.9 giraffe=42.7 backpack=2.6 umbrella=15.6 handbag=1.2 tie=7.7 suitcase=7.0 frisbee=23.1 skis=6.2 snowboard=5.5 sports ball=12.5 kite=12.1 baseball bat=5.9 baseball glove=10.9 skateboard=19.1 surfboard=9.2 tennis racket=17.4 bottle=11.9 wine glass=10.3 cup=14.5 fork=2.6 knife=1.1 spoon=0.5 bowl=10.3 banana=8.0 apple=5.4 sandwich=8.1 orange=7.7 broccoli=8.3 carrot=2.7 hot dog=5.0 pizza=20.8 donut=17.4 cake=10.5 chair=8.9 couch=17.5 potted plant=8.0 bed=10.5 dining table=6.6 toilet=37.5 tv=30.4 laptop=26.4 mouse=18.6 remote=1.9 keyboard=19.1 cell phone=9.2 microwave=23.8 oven=7.2 toaster=1.0 sink=13.9 refrigerator=19.9 book=1.7 clock=27.1 vase=12.9 scissors=3.0 teddy bear=18.0 hair drier=0.0 toothbrush=0.6 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =14.6 [Epoch 11][Batch 9], Speed: 190.058 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.236, HeatmapFocal=3.250 [Epoch 11][Batch 19], Speed: 209.151 samples/sec, LR=0.000375, WHL1=0.399, CenterRegL1=0.238, HeatmapFocal=3.249 [Epoch 11][Batch 29], Speed: 229.704 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.238, HeatmapFocal=3.248 [Epoch 11][Batch 39], Speed: 222.597 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.247 [Epoch 11][Batch 49], Speed: 220.728 samples/sec, LR=0.000375, WHL1=0.403, CenterRegL1=0.236, HeatmapFocal=3.246 [Epoch 11][Batch 59], Speed: 211.464 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.245 [Epoch 11][Batch 69], Speed: 194.988 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.237, HeatmapFocal=3.244 [Epoch 11][Batch 79], Speed: 240.645 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.243 [Epoch 11][Batch 89], Speed: 219.925 samples/sec, LR=0.000375, WHL1=0.410, CenterRegL1=0.236, HeatmapFocal=3.242 [Epoch 11][Batch 99], Speed: 226.303 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.241 [Epoch 11][Batch 109], Speed: 239.361 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.237, HeatmapFocal=3.240 [Epoch 11][Batch 119], Speed: 194.087 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.237, HeatmapFocal=3.240 [Epoch 11][Batch 129], Speed: 231.091 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.237, HeatmapFocal=3.239 [Epoch 11][Batch 139], Speed: 228.181 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.237, HeatmapFocal=3.238 [Epoch 11][Batch 149], Speed: 226.063 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.237, HeatmapFocal=3.237 [Epoch 11][Batch 159], Speed: 224.131 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.236 [Epoch 11][Batch 169], Speed: 223.801 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.235 [Epoch 11][Batch 179], Speed: 204.031 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.234 [Epoch 11][Batch 189], Speed: 235.444 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.233 [Epoch 11][Batch 199], Speed: 187.836 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.232 [Epoch 11][Batch 209], Speed: 231.348 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.231 [Epoch 11][Batch 219], Speed: 216.494 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.230 [Epoch 11][Batch 229], Speed: 232.145 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.229 [Epoch 11][Batch 239], Speed: 226.922 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.228 [Epoch 11][Batch 249], Speed: 229.250 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.237, HeatmapFocal=3.227 [Epoch 11][Batch 259], Speed: 199.880 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.237, HeatmapFocal=3.227 [Epoch 11][Batch 269], Speed: 222.441 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.237, HeatmapFocal=3.226 [Epoch 11][Batch 279], Speed: 221.747 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.225 [Epoch 11][Batch 289], Speed: 223.681 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.224 [Epoch 11][Batch 299], Speed: 220.827 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.223 [Epoch 11][Batch 309], Speed: 241.555 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.222 [Epoch 11][Batch 319], Speed: 205.136 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.221 [Epoch 11][Batch 329], Speed: 212.262 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.220 [Epoch 11][Batch 339], Speed: 233.725 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.219 [Epoch 11][Batch 349], Speed: 218.500 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.218 [Epoch 11][Batch 359], Speed: 222.486 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.217 [Epoch 11][Batch 369], Speed: 240.850 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.217 [Epoch 11][Batch 379], Speed: 201.242 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.216 [Epoch 11][Batch 389], Speed: 208.738 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.215 [Epoch 11][Batch 399], Speed: 216.726 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.214 [Epoch 11][Batch 409], Speed: 228.990 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.213 [Epoch 11][Batch 419], Speed: 213.086 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.212 [Epoch 11][Batch 429], Speed: 224.548 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.211 [Epoch 11][Batch 439], Speed: 231.369 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.210 [Epoch 11][Batch 449], Speed: 222.159 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.209 [Epoch 11][Batch 459], Speed: 218.089 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.208 [Epoch 11][Batch 469], Speed: 217.399 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.208 [Epoch 11][Batch 479], Speed: 198.878 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.207 [Epoch 11][Batch 489], Speed: 221.240 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.206 [Epoch 11][Batch 499], Speed: 222.469 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.205 [Epoch 11][Batch 509], Speed: 210.722 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.204 [Epoch 11][Batch 519], Speed: 216.973 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.203 [Epoch 11][Batch 529], Speed: 222.697 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.202 [Epoch 11][Batch 539], Speed: 216.840 samples/sec, LR=0.000375, WHL1=0.404, CenterRegL1=0.236, HeatmapFocal=3.201 [Epoch 11][Batch 549], Speed: 218.814 samples/sec, LR=0.000375, WHL1=0.404, CenterRegL1=0.236, HeatmapFocal=3.200 [Epoch 11][Batch 559], Speed: 215.501 samples/sec, LR=0.000375, WHL1=0.404, CenterRegL1=0.236, HeatmapFocal=3.199 [Epoch 11][Batch 569], Speed: 210.215 samples/sec, LR=0.000375, WHL1=0.404, CenterRegL1=0.236, HeatmapFocal=3.199 [Epoch 11][Batch 579], Speed: 227.955 samples/sec, LR=0.000375, WHL1=0.404, CenterRegL1=0.236, HeatmapFocal=3.198 [Epoch 11][Batch 589], Speed: 211.132 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.197 [Epoch 11][Batch 599], Speed: 226.206 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.196 [Epoch 11][Batch 609], Speed: 224.325 samples/sec, LR=0.000375, WHL1=0.404, CenterRegL1=0.236, HeatmapFocal=3.195 [Epoch 11][Batch 619], Speed: 223.888 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.194 [Epoch 11][Batch 629], Speed: 205.476 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.193 [Epoch 11][Batch 639], Speed: 229.098 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.192 [Epoch 11][Batch 649], Speed: 198.965 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.192 [Epoch 11][Batch 659], Speed: 218.689 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.191 [Epoch 11][Batch 669], Speed: 222.416 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.190 [Epoch 11][Batch 679], Speed: 204.358 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.189 [Epoch 11][Batch 689], Speed: 210.482 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.188 [Epoch 11][Batch 699], Speed: 210.005 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.187 [Epoch 11][Batch 709], Speed: 206.292 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.186 [Epoch 11][Batch 719], Speed: 192.643 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.185 [Epoch 11][Batch 729], Speed: 225.397 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.185 [Epoch 11][Batch 739], Speed: 215.490 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.184 [Epoch 11][Batch 749], Speed: 217.750 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.183 [Epoch 11][Batch 759], Speed: 214.973 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.182 [Epoch 11][Batch 769], Speed: 226.192 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.181 [Epoch 11][Batch 779], Speed: 227.802 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.180 [Epoch 11][Batch 789], Speed: 214.344 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.179 [Epoch 11][Batch 799], Speed: 191.293 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.179 [Epoch 11][Batch 809], Speed: 218.802 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.178 [Epoch 11][Batch 819], Speed: 230.370 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.177 [Epoch 11][Batch 829], Speed: 226.499 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.176 [Epoch 11][Batch 839], Speed: 208.002 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.175 [Epoch 11][Batch 849], Speed: 223.415 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.237, HeatmapFocal=3.174 [Epoch 11][Batch 859], Speed: 210.188 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.237, HeatmapFocal=3.174 [Epoch 11][Batch 869], Speed: 210.753 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.173 [Epoch 11][Batch 879], Speed: 212.630 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.172 [Epoch 11][Batch 889], Speed: 213.626 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.237, HeatmapFocal=3.171 [Epoch 11][Batch 899], Speed: 230.526 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.237, HeatmapFocal=3.170 [Epoch 11][Batch 909], Speed: 211.041 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.169 [Epoch 11][Batch 919], Speed: 215.175 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.168 [Epoch 11][Batch 929], Speed: 215.429 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.168 [Epoch 11][Batch 939], Speed: 222.738 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.167 [Epoch 11][Batch 949], Speed: 217.690 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.166 [Epoch 11][Batch 959], Speed: 220.498 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.165 [Epoch 11][Batch 969], Speed: 220.926 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.164 [Epoch 11][Batch 979], Speed: 209.899 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.163 [Epoch 11][Batch 989], Speed: 238.904 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.163 [Epoch 11][Batch 999], Speed: 216.662 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.162 [Epoch 11][Batch 1009], Speed: 203.132 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.161 [Epoch 11][Batch 1019], Speed: 213.132 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.160 [Epoch 11][Batch 1029], Speed: 209.830 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.159 [Epoch 11][Batch 1039], Speed: 218.397 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.158 [Epoch 11][Batch 1049], Speed: 235.654 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.158 [Epoch 11][Batch 1059], Speed: 215.132 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.157 [Epoch 11][Batch 1069], Speed: 223.893 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.156 [Epoch 11][Batch 1079], Speed: 200.648 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.155 [Epoch 11][Batch 1089], Speed: 208.057 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.154 [Epoch 11][Batch 1099], Speed: 217.541 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.154 [Epoch 11][Batch 1109], Speed: 241.346 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.153 [Epoch 11][Batch 1119], Speed: 234.033 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.152 [Epoch 11][Batch 1129], Speed: 253.756 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.151 [Epoch 11][Batch 1139], Speed: 227.840 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.150 [Epoch 11][Batch 1149], Speed: 239.772 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.149 [Epoch 11][Batch 1159], Speed: 203.223 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.149 [Epoch 11][Batch 1169], Speed: 231.028 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.148 [Epoch 11][Batch 1179], Speed: 216.093 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.147 [Epoch 11][Batch 1189], Speed: 217.098 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.146 [Epoch 11][Batch 1199], Speed: 231.633 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.145 [Epoch 11][Batch 1209], Speed: 202.220 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.144 [Epoch 11][Batch 1219], Speed: 208.524 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.144 [Epoch 11] Training cost: 555.699, WHL1=0.405, CenterRegL1=0.237, HeatmapFocal=3.143 [Epoch 12][Batch 9], Speed: 194.925 samples/sec, LR=0.000375, WHL1=0.371, CenterRegL1=0.235, HeatmapFocal=3.143 [Epoch 12][Batch 19], Speed: 226.722 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.142 [Epoch 12][Batch 29], Speed: 218.327 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.235, HeatmapFocal=3.141 [Epoch 12][Batch 39], Speed: 216.880 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.140 [Epoch 12][Batch 49], Speed: 201.401 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.139 [Epoch 12][Batch 59], Speed: 206.813 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.139 [Epoch 12][Batch 69], Speed: 227.854 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.236, HeatmapFocal=3.138 [Epoch 12][Batch 79], Speed: 227.419 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.137 [Epoch 12][Batch 89], Speed: 192.263 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.235, HeatmapFocal=3.136 [Epoch 12][Batch 99], Speed: 212.729 samples/sec, LR=0.000375, WHL1=0.391, CenterRegL1=0.235, HeatmapFocal=3.135 [Epoch 12][Batch 109], Speed: 228.725 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.235, HeatmapFocal=3.134 [Epoch 12][Batch 119], Speed: 211.451 samples/sec, LR=0.000375, WHL1=0.391, CenterRegL1=0.236, HeatmapFocal=3.134 [Epoch 12][Batch 129], Speed: 206.628 samples/sec, LR=0.000375, WHL1=0.391, CenterRegL1=0.236, HeatmapFocal=3.133 [Epoch 12][Batch 139], Speed: 221.603 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=3.132 [Epoch 12][Batch 149], Speed: 213.105 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.235, HeatmapFocal=3.131 [Epoch 12][Batch 159], Speed: 216.641 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.235, HeatmapFocal=3.130 [Epoch 12][Batch 169], Speed: 208.596 samples/sec, LR=0.000375, WHL1=0.391, CenterRegL1=0.235, HeatmapFocal=3.130 [Epoch 12][Batch 179], Speed: 219.020 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.235, HeatmapFocal=3.129 [Epoch 12][Batch 189], Speed: 238.412 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.235, HeatmapFocal=3.128 [Epoch 12][Batch 199], Speed: 219.932 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.127 [Epoch 12][Batch 209], Speed: 203.406 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.126 [Epoch 12][Batch 219], Speed: 203.990 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.126 [Epoch 12][Batch 229], Speed: 225.868 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.125 [Epoch 12][Batch 239], Speed: 205.638 samples/sec, LR=0.000375, WHL1=0.391, CenterRegL1=0.236, HeatmapFocal=3.124 [Epoch 12][Batch 249], Speed: 236.034 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.123 [Epoch 12][Batch 259], Speed: 224.443 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.122 [Epoch 12][Batch 269], Speed: 205.438 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.122 [Epoch 12][Batch 279], Speed: 228.496 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.121 [Epoch 12][Batch 289], Speed: 228.541 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.120 [Epoch 12][Batch 299], Speed: 233.125 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.119 [Epoch 12][Batch 309], Speed: 229.233 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.118 [Epoch 12][Batch 319], Speed: 191.270 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.118 [Epoch 12][Batch 329], Speed: 213.445 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.117 [Epoch 12][Batch 339], Speed: 205.130 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.116 [Epoch 12][Batch 349], Speed: 213.796 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.115 [Epoch 12][Batch 359], Speed: 183.671 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.114 [Epoch 12][Batch 369], Speed: 215.729 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.114 [Epoch 12][Batch 379], Speed: 227.640 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.113 [Epoch 12][Batch 389], Speed: 197.772 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.236, HeatmapFocal=3.112 [Epoch 12][Batch 399], Speed: 209.419 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.111 [Epoch 12][Batch 409], Speed: 227.634 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.110 [Epoch 12][Batch 419], Speed: 207.167 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.110 [Epoch 12][Batch 429], Speed: 228.606 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.109 [Epoch 12][Batch 439], Speed: 217.082 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.108 [Epoch 12][Batch 449], Speed: 214.607 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.107 [Epoch 12][Batch 459], Speed: 212.685 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.107 [Epoch 12][Batch 469], Speed: 208.426 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.106 [Epoch 12][Batch 479], Speed: 223.251 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.105 [Epoch 12][Batch 489], Speed: 208.355 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.104 [Epoch 12][Batch 499], Speed: 214.144 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.103 [Epoch 12][Batch 509], Speed: 210.701 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.103 [Epoch 12][Batch 519], Speed: 227.768 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.102 [Epoch 12][Batch 529], Speed: 228.565 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.101 [Epoch 12][Batch 539], Speed: 221.778 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.100 [Epoch 12][Batch 549], Speed: 223.599 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.100 [Epoch 12][Batch 559], Speed: 213.342 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.099 [Epoch 12][Batch 569], Speed: 213.192 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.098 [Epoch 12][Batch 579], Speed: 217.354 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.097 [Epoch 12][Batch 589], Speed: 223.001 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.096 [Epoch 12][Batch 599], Speed: 209.705 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.096 [Epoch 12][Batch 609], Speed: 231.049 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.095 [Epoch 12][Batch 619], Speed: 223.485 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.094 [Epoch 12][Batch 629], Speed: 214.810 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.093 [Epoch 12][Batch 639], Speed: 224.891 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.093 [Epoch 12][Batch 649], Speed: 232.698 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.092 [Epoch 12][Batch 659], Speed: 225.950 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.236, HeatmapFocal=3.091 [Epoch 12][Batch 669], Speed: 230.479 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.090 [Epoch 12][Batch 679], Speed: 222.170 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.090 [Epoch 12][Batch 689], Speed: 210.423 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.089 [Epoch 12][Batch 699], Speed: 223.478 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.088 [Epoch 12][Batch 709], Speed: 215.372 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.087 [Epoch 12][Batch 719], Speed: 228.592 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.087 [Epoch 12][Batch 729], Speed: 215.113 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.086 [Epoch 12][Batch 739], Speed: 215.796 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.085 [Epoch 12][Batch 749], Speed: 210.711 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.084 [Epoch 12][Batch 759], Speed: 222.874 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.084 [Epoch 12][Batch 769], Speed: 216.918 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.083 [Epoch 12][Batch 779], Speed: 228.902 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.082 [Epoch 12][Batch 789], Speed: 215.818 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.081 [Epoch 12][Batch 799], Speed: 212.663 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.081 [Epoch 12][Batch 809], Speed: 200.714 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.080 [Epoch 12][Batch 819], Speed: 193.028 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.079 [Epoch 12][Batch 829], Speed: 214.212 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.078 [Epoch 12][Batch 839], Speed: 216.664 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.078 [Epoch 12][Batch 849], Speed: 214.730 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.077 [Epoch 12][Batch 859], Speed: 234.620 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.076 [Epoch 12][Batch 869], Speed: 218.038 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.075 [Epoch 12][Batch 879], Speed: 202.196 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.075 [Epoch 12][Batch 889], Speed: 214.761 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.074 [Epoch 12][Batch 899], Speed: 226.779 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.073 [Epoch 12][Batch 909], Speed: 220.316 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.072 [Epoch 12][Batch 919], Speed: 220.871 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.072 [Epoch 12][Batch 929], Speed: 208.356 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.071 [Epoch 12][Batch 939], Speed: 211.841 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.070 [Epoch 12][Batch 949], Speed: 213.587 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.069 [Epoch 12][Batch 959], Speed: 211.188 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.069 [Epoch 12][Batch 969], Speed: 207.091 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.068 [Epoch 12][Batch 979], Speed: 230.155 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.067 [Epoch 12][Batch 989], Speed: 210.612 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.067 [Epoch 12][Batch 999], Speed: 215.177 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.066 [Epoch 12][Batch 1009], Speed: 198.184 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.065 [Epoch 12][Batch 1019], Speed: 224.580 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.064 [Epoch 12][Batch 1029], Speed: 211.233 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.064 [Epoch 12][Batch 1039], Speed: 234.765 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.063 [Epoch 12][Batch 1049], Speed: 223.133 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.062 [Epoch 12][Batch 1059], Speed: 206.927 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.062 [Epoch 12][Batch 1069], Speed: 201.920 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.061 [Epoch 12][Batch 1079], Speed: 205.012 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.060 [Epoch 12][Batch 1089], Speed: 219.528 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.059 [Epoch 12][Batch 1099], Speed: 226.914 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.059 [Epoch 12][Batch 1109], Speed: 207.878 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.058 [Epoch 12][Batch 1119], Speed: 214.736 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.057 [Epoch 12][Batch 1129], Speed: 217.974 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.057 [Epoch 12][Batch 1139], Speed: 215.086 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.056 [Epoch 12][Batch 1149], Speed: 200.029 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.055 [Epoch 12][Batch 1159], Speed: 222.591 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.054 [Epoch 12][Batch 1169], Speed: 205.472 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.054 [Epoch 12][Batch 1179], Speed: 215.925 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.053 [Epoch 12][Batch 1189], Speed: 210.423 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.052 [Epoch 12][Batch 1199], Speed: 225.019 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.052 [Epoch 12][Batch 1209], Speed: 197.317 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.051 [Epoch 12][Batch 1219], Speed: 210.115 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.050 [Epoch 12] Training cost: 559.610, WHL1=0.394, CenterRegL1=0.236, HeatmapFocal=3.050 [Epoch 13][Batch 9], Speed: 174.071 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.235, HeatmapFocal=3.049 [Epoch 13][Batch 19], Speed: 228.309 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.049 [Epoch 13][Batch 29], Speed: 194.402 samples/sec, LR=0.000375, WHL1=0.391, CenterRegL1=0.236, HeatmapFocal=3.048 [Epoch 13][Batch 39], Speed: 198.025 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.236, HeatmapFocal=3.047 [Epoch 13][Batch 49], Speed: 197.184 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.236, HeatmapFocal=3.046 [Epoch 13][Batch 59], Speed: 217.417 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=3.046 [Epoch 13][Batch 69], Speed: 195.880 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.235, HeatmapFocal=3.045 [Epoch 13][Batch 79], Speed: 192.815 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.235, HeatmapFocal=3.044 [Epoch 13][Batch 89], Speed: 204.551 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=3.044 [Epoch 13][Batch 99], Speed: 225.732 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.043 [Epoch 13][Batch 109], Speed: 219.031 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.042 [Epoch 13][Batch 119], Speed: 221.982 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.041 [Epoch 13][Batch 129], Speed: 212.724 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.041 [Epoch 13][Batch 139], Speed: 222.388 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.040 [Epoch 13][Batch 149], Speed: 182.622 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.039 [Epoch 13][Batch 159], Speed: 216.277 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=3.039 [Epoch 13][Batch 169], Speed: 204.633 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=3.038 [Epoch 13][Batch 179], Speed: 220.844 samples/sec, LR=0.000375, WHL1=0.388, CenterRegL1=0.236, HeatmapFocal=3.037 [Epoch 13][Batch 189], Speed: 213.345 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=3.036 [Epoch 13][Batch 199], Speed: 207.263 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=3.036 [Epoch 13][Batch 209], Speed: 223.975 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=3.035 [Epoch 13][Batch 219], Speed: 217.458 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=3.034 [Epoch 13][Batch 229], Speed: 223.167 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=3.034 [Epoch 13][Batch 239], Speed: 199.607 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.033 [Epoch 13][Batch 249], Speed: 207.228 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.032 [Epoch 13][Batch 259], Speed: 205.195 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.032 [Epoch 13][Batch 269], Speed: 217.941 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.031 [Epoch 13][Batch 279], Speed: 227.312 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.030 [Epoch 13][Batch 289], Speed: 217.928 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.236, HeatmapFocal=3.029 [Epoch 13][Batch 299], Speed: 216.200 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.029 [Epoch 13][Batch 309], Speed: 219.164 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.028 [Epoch 13][Batch 319], Speed: 225.421 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.027 [Epoch 13][Batch 329], Speed: 207.851 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.027 [Epoch 13][Batch 339], Speed: 220.321 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.026 [Epoch 13][Batch 349], Speed: 229.923 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.025 [Epoch 13][Batch 359], Speed: 198.037 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.025 [Epoch 13][Batch 369], Speed: 235.689 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.024 [Epoch 13][Batch 379], Speed: 231.986 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.235, HeatmapFocal=3.023 [Epoch 13][Batch 389], Speed: 219.280 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.022 [Epoch 13][Batch 399], Speed: 220.320 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.022 [Epoch 13][Batch 409], Speed: 226.348 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.235, HeatmapFocal=3.021 [Epoch 13][Batch 419], Speed: 225.652 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.235, HeatmapFocal=3.020 [Epoch 13][Batch 429], Speed: 226.774 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=3.020 [Epoch 13][Batch 439], Speed: 236.046 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.019 [Epoch 13][Batch 449], Speed: 217.238 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.018 [Epoch 13][Batch 459], Speed: 186.386 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.018 [Epoch 13][Batch 469], Speed: 219.595 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.017 [Epoch 13][Batch 479], Speed: 226.496 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.016 [Epoch 13][Batch 489], Speed: 213.927 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.016 [Epoch 13][Batch 499], Speed: 219.078 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.015 [Epoch 13][Batch 509], Speed: 210.016 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.014 [Epoch 13][Batch 519], Speed: 204.647 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.014 [Epoch 13][Batch 529], Speed: 241.651 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.013 [Epoch 13][Batch 539], Speed: 234.697 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.012 [Epoch 13][Batch 549], Speed: 224.088 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.012 [Epoch 13][Batch 559], Speed: 224.195 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.011 [Epoch 13][Batch 569], Speed: 218.784 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.010 [Epoch 13][Batch 579], Speed: 210.038 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.236, HeatmapFocal=3.010 [Epoch 13][Batch 589], Speed: 210.265 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.236, HeatmapFocal=3.009 [Epoch 13][Batch 599], Speed: 232.763 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.008 [Epoch 13][Batch 609], Speed: 224.329 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.008 [Epoch 13][Batch 619], Speed: 227.878 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.007 [Epoch 13][Batch 629], Speed: 208.425 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.006 [Epoch 13][Batch 639], Speed: 217.900 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.006 [Epoch 13][Batch 649], Speed: 184.817 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.005 [Epoch 13][Batch 659], Speed: 232.412 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.004 [Epoch 13][Batch 669], Speed: 203.188 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.004 [Epoch 13][Batch 679], Speed: 213.088 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.003 [Epoch 13][Batch 689], Speed: 227.618 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.002 [Epoch 13][Batch 699], Speed: 222.607 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.002 [Epoch 13][Batch 709], Speed: 217.396 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.001 [Epoch 13][Batch 719], Speed: 239.352 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.000 [Epoch 13][Batch 729], Speed: 218.575 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=3.000 [Epoch 13][Batch 739], Speed: 220.225 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.999 [Epoch 13][Batch 749], Speed: 224.679 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.998 [Epoch 13][Batch 759], Speed: 222.997 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.998 [Epoch 13][Batch 769], Speed: 228.946 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.236, HeatmapFocal=2.997 [Epoch 13][Batch 779], Speed: 236.483 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.996 [Epoch 13][Batch 789], Speed: 209.434 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.996 [Epoch 13][Batch 799], Speed: 199.244 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.995 [Epoch 13][Batch 809], Speed: 225.655 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.994 [Epoch 13][Batch 819], Speed: 219.492 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.994 [Epoch 13][Batch 829], Speed: 218.103 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.993 [Epoch 13][Batch 839], Speed: 245.918 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.992 [Epoch 13][Batch 849], Speed: 231.633 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.992 [Epoch 13][Batch 859], Speed: 213.756 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.991 [Epoch 13][Batch 869], Speed: 199.121 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.990 [Epoch 13][Batch 879], Speed: 216.239 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.990 [Epoch 13][Batch 889], Speed: 207.931 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.989 [Epoch 13][Batch 899], Speed: 233.769 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.988 [Epoch 13][Batch 909], Speed: 225.300 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.988 [Epoch 13][Batch 919], Speed: 216.266 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.987 [Epoch 13][Batch 929], Speed: 234.679 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.986 [Epoch 13][Batch 939], Speed: 200.455 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.986 [Epoch 13][Batch 949], Speed: 215.347 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.985 [Epoch 13][Batch 959], Speed: 217.647 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.985 [Epoch 13][Batch 969], Speed: 220.017 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.984 [Epoch 13][Batch 979], Speed: 216.270 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.983 [Epoch 13][Batch 989], Speed: 233.157 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.983 [Epoch 13][Batch 999], Speed: 227.364 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.982 [Epoch 13][Batch 1009], Speed: 197.452 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.981 [Epoch 13][Batch 1019], Speed: 178.440 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.981 [Epoch 13][Batch 1029], Speed: 207.461 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.980 [Epoch 13][Batch 1039], Speed: 208.105 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.979 [Epoch 13][Batch 1049], Speed: 193.672 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.979 [Epoch 13][Batch 1059], Speed: 211.722 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.978 [Epoch 13][Batch 1069], Speed: 194.194 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.977 [Epoch 13][Batch 1079], Speed: 216.378 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.977 [Epoch 13][Batch 1089], Speed: 205.618 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.976 [Epoch 13][Batch 1099], Speed: 224.283 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.976 [Epoch 13][Batch 1109], Speed: 236.254 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.975 [Epoch 13][Batch 1119], Speed: 232.596 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.974 [Epoch 13][Batch 1129], Speed: 238.335 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.974 [Epoch 13][Batch 1139], Speed: 229.432 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.236, HeatmapFocal=2.973 [Epoch 13][Batch 1149], Speed: 217.878 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.973 [Epoch 13][Batch 1159], Speed: 220.863 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.972 [Epoch 13][Batch 1169], Speed: 225.593 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.971 [Epoch 13][Batch 1179], Speed: 227.298 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.971 [Epoch 13][Batch 1189], Speed: 194.701 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.970 [Epoch 13][Batch 1199], Speed: 204.379 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.969 [Epoch 13][Batch 1209], Speed: 203.321 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.969 [Epoch 13][Batch 1219], Speed: 232.019 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.968 [Epoch 13] Training cost: 558.947, WHL1=0.386, CenterRegL1=0.236, HeatmapFocal=2.968 [Epoch 14][Batch 9], Speed: 178.116 samples/sec, LR=0.000375, WHL1=0.389, CenterRegL1=0.233, HeatmapFocal=2.967 [Epoch 14][Batch 19], Speed: 198.452 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.234, HeatmapFocal=2.967 [Epoch 14][Batch 29], Speed: 216.830 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.234, HeatmapFocal=2.966 [Epoch 14][Batch 39], Speed: 227.503 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=2.966 [Epoch 14][Batch 49], Speed: 221.375 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=2.965 [Epoch 14][Batch 59], Speed: 214.424 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=2.964 [Epoch 14][Batch 69], Speed: 230.769 samples/sec, LR=0.000375, WHL1=0.387, CenterRegL1=0.235, HeatmapFocal=2.964 [Epoch 14][Batch 79], Speed: 218.495 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=2.963 [Epoch 14][Batch 89], Speed: 199.942 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.235, HeatmapFocal=2.962 [Epoch 14][Batch 99], Speed: 226.619 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.962 [Epoch 14][Batch 109], Speed: 224.216 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=2.961 [Epoch 14][Batch 119], Speed: 232.830 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=2.960 [Epoch 14][Batch 129], Speed: 229.753 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=2.960 [Epoch 14][Batch 139], Speed: 239.912 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=2.959 [Epoch 14][Batch 149], Speed: 204.160 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.959 [Epoch 14][Batch 159], Speed: 232.535 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.958 [Epoch 14][Batch 169], Speed: 219.285 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.235, HeatmapFocal=2.957 [Epoch 14][Batch 179], Speed: 228.946 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.235, HeatmapFocal=2.957 [Epoch 14][Batch 189], Speed: 216.666 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.956 [Epoch 14][Batch 199], Speed: 228.279 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.955 [Epoch 14][Batch 209], Speed: 223.513 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.955 [Epoch 14][Batch 219], Speed: 205.647 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.954 [Epoch 14][Batch 229], Speed: 228.212 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.954 [Epoch 14][Batch 239], Speed: 236.728 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.235, HeatmapFocal=2.953 [Epoch 14][Batch 249], Speed: 228.225 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.235, HeatmapFocal=2.952 [Epoch 14][Batch 259], Speed: 231.465 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.235, HeatmapFocal=2.952 [Epoch 14][Batch 269], Speed: 168.368 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.951 [Epoch 14][Batch 279], Speed: 228.833 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.950 [Epoch 14][Batch 289], Speed: 214.979 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.950 [Epoch 14][Batch 299], Speed: 237.700 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.949 [Epoch 14][Batch 309], Speed: 234.398 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.949 [Epoch 14][Batch 319], Speed: 229.160 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.948 [Epoch 14][Batch 329], Speed: 215.402 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.947 [Epoch 14][Batch 339], Speed: 232.849 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.947 [Epoch 14][Batch 349], Speed: 227.758 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.946 [Epoch 14][Batch 359], Speed: 216.244 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.946 [Epoch 14][Batch 369], Speed: 224.843 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.945 [Epoch 14][Batch 379], Speed: 201.659 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.944 [Epoch 14][Batch 389], Speed: 224.927 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.944 [Epoch 14][Batch 399], Speed: 218.373 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.943 [Epoch 14][Batch 409], Speed: 209.882 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.942 [Epoch 14][Batch 419], Speed: 228.377 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.942 [Epoch 14][Batch 429], Speed: 229.905 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.941 [Epoch 14][Batch 439], Speed: 194.782 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.941 [Epoch 14][Batch 449], Speed: 226.353 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.940 [Epoch 14][Batch 459], Speed: 207.458 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.939 [Epoch 14][Batch 469], Speed: 201.054 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.939 [Epoch 14][Batch 479], Speed: 232.101 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.938 [Epoch 14][Batch 489], Speed: 230.481 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.938 [Epoch 14][Batch 499], Speed: 215.184 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.937 [Epoch 14][Batch 509], Speed: 219.452 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.936 [Epoch 14][Batch 519], Speed: 229.489 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.936 [Epoch 14][Batch 529], Speed: 218.800 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.935 [Epoch 14][Batch 539], Speed: 210.218 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.935 [Epoch 14][Batch 549], Speed: 225.542 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.236, HeatmapFocal=2.934 [Epoch 14][Batch 559], Speed: 195.401 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.933 [Epoch 14][Batch 569], Speed: 208.270 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.933 [Epoch 14][Batch 579], Speed: 235.965 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.932 [Epoch 14][Batch 589], Speed: 212.415 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.932 [Epoch 14][Batch 599], Speed: 221.213 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.931 [Epoch 14][Batch 609], Speed: 221.010 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.931 [Epoch 14][Batch 619], Speed: 202.063 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.930 [Epoch 14][Batch 629], Speed: 205.558 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.929 [Epoch 14][Batch 639], Speed: 226.721 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.236, HeatmapFocal=2.929 [Epoch 14][Batch 649], Speed: 227.026 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.236, HeatmapFocal=2.928 [Epoch 14][Batch 659], Speed: 217.176 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.236, HeatmapFocal=2.928 [Epoch 14][Batch 669], Speed: 227.793 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.927 [Epoch 14][Batch 679], Speed: 209.336 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.926 [Epoch 14][Batch 689], Speed: 200.434 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.926 [Epoch 14][Batch 699], Speed: 217.717 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.925 [Epoch 14][Batch 709], Speed: 225.491 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.925 [Epoch 14][Batch 719], Speed: 226.607 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.924 [Epoch 14][Batch 729], Speed: 226.681 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.924 [Epoch 14][Batch 739], Speed: 200.152 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.923 [Epoch 14][Batch 749], Speed: 193.566 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.922 [Epoch 14][Batch 759], Speed: 189.560 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.922 [Epoch 14][Batch 769], Speed: 210.675 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.921 [Epoch 14][Batch 779], Speed: 227.028 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.921 [Epoch 14][Batch 789], Speed: 220.434 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.920 [Epoch 14][Batch 799], Speed: 214.981 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.919 [Epoch 14][Batch 809], Speed: 217.508 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.919 [Epoch 14][Batch 819], Speed: 215.305 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.918 [Epoch 14][Batch 829], Speed: 182.515 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.918 [Epoch 14][Batch 839], Speed: 229.816 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.917 [Epoch 14][Batch 849], Speed: 219.800 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.917 [Epoch 14][Batch 859], Speed: 224.148 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.916 [Epoch 14][Batch 869], Speed: 218.952 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.236, HeatmapFocal=2.915 [Epoch 14][Batch 879], Speed: 193.405 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.915 [Epoch 14][Batch 889], Speed: 220.902 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.914 [Epoch 14][Batch 899], Speed: 219.774 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.914 [Epoch 14][Batch 909], Speed: 191.681 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.913 [Epoch 14][Batch 919], Speed: 227.739 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.912 [Epoch 14][Batch 929], Speed: 223.197 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.912 [Epoch 14][Batch 939], Speed: 207.829 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.911 [Epoch 14][Batch 949], Speed: 221.356 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.911 [Epoch 14][Batch 959], Speed: 220.000 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.910 [Epoch 14][Batch 969], Speed: 209.135 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.910 [Epoch 14][Batch 979], Speed: 224.850 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.909 [Epoch 14][Batch 989], Speed: 230.046 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.908 [Epoch 14][Batch 999], Speed: 214.113 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.908 [Epoch 14][Batch 1009], Speed: 203.893 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.907 [Epoch 14][Batch 1019], Speed: 213.236 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.907 [Epoch 14][Batch 1029], Speed: 211.211 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.906 [Epoch 14][Batch 1039], Speed: 232.730 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.906 [Epoch 14][Batch 1049], Speed: 203.577 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.905 [Epoch 14][Batch 1059], Speed: 206.700 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.904 [Epoch 14][Batch 1069], Speed: 209.940 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.904 [Epoch 14][Batch 1079], Speed: 221.916 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.903 [Epoch 14][Batch 1089], Speed: 221.219 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.903 [Epoch 14][Batch 1099], Speed: 230.159 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.902 [Epoch 14][Batch 1109], Speed: 215.451 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.902 [Epoch 14][Batch 1119], Speed: 210.277 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.901 [Epoch 14][Batch 1129], Speed: 210.319 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.901 [Epoch 14][Batch 1139], Speed: 217.208 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.900 [Epoch 14][Batch 1149], Speed: 208.673 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.899 [Epoch 14][Batch 1159], Speed: 223.982 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.899 [Epoch 14][Batch 1169], Speed: 241.509 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.898 [Epoch 14][Batch 1179], Speed: 214.888 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=2.898 [Epoch 14][Batch 1189], Speed: 211.367 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.897 [Epoch 14][Batch 1199], Speed: 203.574 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.897 [Epoch 14][Batch 1209], Speed: 212.010 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.896 [Epoch 14][Batch 1219], Speed: 228.232 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.895 [Epoch 14] Training cost: 556.033, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=2.895 [Epoch 15][Batch 9], Speed: 176.334 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.895 [Epoch 15][Batch 19], Speed: 179.880 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=2.894 [Epoch 15][Batch 29], Speed: 214.555 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=2.894 [Epoch 15][Batch 39], Speed: 209.597 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=2.893 [Epoch 15][Batch 49], Speed: 213.938 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.235, HeatmapFocal=2.893 [Epoch 15][Batch 59], Speed: 203.780 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.892 [Epoch 15][Batch 69], Speed: 219.877 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.891 [Epoch 15][Batch 79], Speed: 218.230 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.891 [Epoch 15][Batch 89], Speed: 216.979 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.890 [Epoch 15][Batch 99], Speed: 212.438 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.890 [Epoch 15][Batch 109], Speed: 206.528 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.889 [Epoch 15][Batch 119], Speed: 229.834 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.889 [Epoch 15][Batch 129], Speed: 237.383 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.888 [Epoch 15][Batch 139], Speed: 225.340 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.888 [Epoch 15][Batch 149], Speed: 208.620 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.887 [Epoch 15][Batch 159], Speed: 234.280 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.886 [Epoch 15][Batch 169], Speed: 226.922 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.886 [Epoch 15][Batch 179], Speed: 206.462 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.885 [Epoch 15][Batch 189], Speed: 233.253 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.885 [Epoch 15][Batch 199], Speed: 214.967 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.884 [Epoch 15][Batch 209], Speed: 226.425 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.884 [Epoch 15][Batch 219], Speed: 209.748 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.883 [Epoch 15][Batch 229], Speed: 218.355 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.883 [Epoch 15][Batch 239], Speed: 204.251 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.882 [Epoch 15][Batch 249], Speed: 214.788 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.881 [Epoch 15][Batch 259], Speed: 214.552 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.881 [Epoch 15][Batch 269], Speed: 218.791 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.880 [Epoch 15][Batch 279], Speed: 210.510 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.880 [Epoch 15][Batch 289], Speed: 209.884 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.879 [Epoch 15][Batch 299], Speed: 225.636 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.879 [Epoch 15][Batch 309], Speed: 215.862 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.878 [Epoch 15][Batch 319], Speed: 213.419 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.878 [Epoch 15][Batch 329], Speed: 221.820 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.877 [Epoch 15][Batch 339], Speed: 202.758 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.876 [Epoch 15][Batch 349], Speed: 195.108 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.235, HeatmapFocal=2.876 [Epoch 15][Batch 359], Speed: 226.102 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.875 [Epoch 15][Batch 369], Speed: 200.487 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.875 [Epoch 15][Batch 379], Speed: 208.841 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.874 [Epoch 15][Batch 389], Speed: 213.293 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.874 [Epoch 15][Batch 399], Speed: 224.165 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.873 [Epoch 15][Batch 409], Speed: 215.766 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.873 [Epoch 15][Batch 419], Speed: 231.156 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.872 [Epoch 15][Batch 429], Speed: 201.273 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.872 [Epoch 15][Batch 439], Speed: 207.291 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.871 [Epoch 15][Batch 449], Speed: 211.228 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.871 [Epoch 15][Batch 459], Speed: 223.693 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.870 [Epoch 15][Batch 469], Speed: 209.098 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.869 [Epoch 15][Batch 479], Speed: 202.163 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.869 [Epoch 15][Batch 489], Speed: 202.243 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.868 [Epoch 15][Batch 499], Speed: 217.553 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.868 [Epoch 15][Batch 509], Speed: 220.596 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.867 [Epoch 15][Batch 519], Speed: 214.832 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.867 [Epoch 15][Batch 529], Speed: 238.392 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.866 [Epoch 15][Batch 539], Speed: 210.889 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.866 [Epoch 15][Batch 549], Speed: 221.175 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.865 [Epoch 15][Batch 559], Speed: 222.700 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.865 [Epoch 15][Batch 569], Speed: 216.139 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.864 [Epoch 15][Batch 579], Speed: 200.984 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.864 [Epoch 15][Batch 589], Speed: 223.839 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.863 [Epoch 15][Batch 599], Speed: 236.116 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.862 [Epoch 15][Batch 609], Speed: 218.454 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.862 [Epoch 15][Batch 619], Speed: 219.128 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.861 [Epoch 15][Batch 629], Speed: 214.663 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.861 [Epoch 15][Batch 639], Speed: 209.870 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.860 [Epoch 15][Batch 649], Speed: 214.092 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.860 [Epoch 15][Batch 659], Speed: 228.549 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.859 [Epoch 15][Batch 669], Speed: 224.341 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.859 [Epoch 15][Batch 679], Speed: 228.236 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.858 [Epoch 15][Batch 689], Speed: 213.429 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.858 [Epoch 15][Batch 699], Speed: 217.018 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.857 [Epoch 15][Batch 709], Speed: 185.509 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.857 [Epoch 15][Batch 719], Speed: 225.600 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.856 [Epoch 15][Batch 729], Speed: 225.363 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.856 [Epoch 15][Batch 739], Speed: 223.694 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.855 [Epoch 15][Batch 749], Speed: 218.936 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.854 [Epoch 15][Batch 759], Speed: 206.265 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.854 [Epoch 15][Batch 769], Speed: 188.117 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.853 [Epoch 15][Batch 779], Speed: 212.636 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.853 [Epoch 15][Batch 789], Speed: 201.336 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.852 [Epoch 15][Batch 799], Speed: 215.640 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.852 [Epoch 15][Batch 809], Speed: 210.905 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.851 [Epoch 15][Batch 819], Speed: 213.226 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.851 [Epoch 15][Batch 829], Speed: 219.846 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.850 [Epoch 15][Batch 839], Speed: 206.381 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.850 [Epoch 15][Batch 849], Speed: 204.338 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.849 [Epoch 15][Batch 859], Speed: 220.933 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.849 [Epoch 15][Batch 869], Speed: 221.258 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.848 [Epoch 15][Batch 879], Speed: 214.604 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.848 [Epoch 15][Batch 889], Speed: 222.085 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.847 [Epoch 15][Batch 899], Speed: 218.079 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=2.847 [Epoch 15][Batch 909], Speed: 228.036 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.846 [Epoch 15][Batch 919], Speed: 207.457 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.846 [Epoch 15][Batch 929], Speed: 227.055 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.845 [Epoch 15][Batch 939], Speed: 226.984 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.845 [Epoch 15][Batch 949], Speed: 212.403 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.844 [Epoch 15][Batch 959], Speed: 214.992 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.844 [Epoch 15][Batch 969], Speed: 216.464 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.843 [Epoch 15][Batch 979], Speed: 216.526 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.843 [Epoch 15][Batch 989], Speed: 226.105 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.842 [Epoch 15][Batch 999], Speed: 222.889 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.842 [Epoch 15][Batch 1009], Speed: 200.996 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.841 [Epoch 15][Batch 1019], Speed: 211.696 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.841 [Epoch 15][Batch 1029], Speed: 218.052 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.840 [Epoch 15][Batch 1039], Speed: 206.722 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.840 [Epoch 15][Batch 1049], Speed: 221.964 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.839 [Epoch 15][Batch 1059], Speed: 219.894 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.839 [Epoch 15][Batch 1069], Speed: 223.768 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.838 [Epoch 15][Batch 1079], Speed: 216.637 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.837 [Epoch 15][Batch 1089], Speed: 223.854 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.837 [Epoch 15][Batch 1099], Speed: 214.931 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.836 [Epoch 15][Batch 1109], Speed: 225.056 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.836 [Epoch 15][Batch 1119], Speed: 239.291 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.835 [Epoch 15][Batch 1129], Speed: 221.713 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.835 [Epoch 15][Batch 1139], Speed: 196.477 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.834 [Epoch 15][Batch 1149], Speed: 226.235 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.834 [Epoch 15][Batch 1159], Speed: 205.916 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.833 [Epoch 15][Batch 1169], Speed: 220.671 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.833 [Epoch 15][Batch 1179], Speed: 218.771 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.832 [Epoch 15][Batch 1189], Speed: 233.693 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.832 [Epoch 15][Batch 1199], Speed: 215.067 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.831 [Epoch 15][Batch 1209], Speed: 224.098 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.831 [Epoch 15][Batch 1219], Speed: 214.320 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.830 [Epoch 15] Training cost: 558.613, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=2.830 [Epoch 16][Batch 9], Speed: 203.062 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.236, HeatmapFocal=2.830 [Epoch 16][Batch 19], Speed: 215.205 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.235, HeatmapFocal=2.829 [Epoch 16][Batch 29], Speed: 218.697 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.829 [Epoch 16][Batch 39], Speed: 220.180 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.828 [Epoch 16][Batch 49], Speed: 223.742 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.828 [Epoch 16][Batch 59], Speed: 203.911 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.827 [Epoch 16][Batch 69], Speed: 228.443 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.827 [Epoch 16][Batch 79], Speed: 221.820 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.826 [Epoch 16][Batch 89], Speed: 209.261 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.826 [Epoch 16][Batch 99], Speed: 230.873 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.825 [Epoch 16][Batch 109], Speed: 209.347 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.825 [Epoch 16][Batch 119], Speed: 230.351 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.824 [Epoch 16][Batch 129], Speed: 219.669 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.824 [Epoch 16][Batch 139], Speed: 239.549 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.823 [Epoch 16][Batch 149], Speed: 208.723 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.823 [Epoch 16][Batch 159], Speed: 217.060 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.822 [Epoch 16][Batch 169], Speed: 211.502 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.822 [Epoch 16][Batch 179], Speed: 232.779 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.821 [Epoch 16][Batch 189], Speed: 203.297 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.821 [Epoch 16][Batch 199], Speed: 223.248 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.820 [Epoch 16][Batch 209], Speed: 209.320 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.820 [Epoch 16][Batch 219], Speed: 215.023 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.819 [Epoch 16][Batch 229], Speed: 219.577 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.819 [Epoch 16][Batch 239], Speed: 214.212 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.818 [Epoch 16][Batch 249], Speed: 209.104 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.818 [Epoch 16][Batch 259], Speed: 218.015 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.817 [Epoch 16][Batch 269], Speed: 217.373 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.817 [Epoch 16][Batch 279], Speed: 227.843 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.816 [Epoch 16][Batch 289], Speed: 213.819 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.816 [Epoch 16][Batch 299], Speed: 218.782 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.815 [Epoch 16][Batch 309], Speed: 211.855 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.815 [Epoch 16][Batch 319], Speed: 231.115 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.814 [Epoch 16][Batch 329], Speed: 209.816 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.234, HeatmapFocal=2.814 [Epoch 16][Batch 339], Speed: 215.916 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.813 [Epoch 16][Batch 349], Speed: 224.704 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.813 [Epoch 16][Batch 359], Speed: 193.841 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.234, HeatmapFocal=2.812 [Epoch 16][Batch 369], Speed: 222.211 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.812 [Epoch 16][Batch 379], Speed: 220.497 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.811 [Epoch 16][Batch 389], Speed: 223.426 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.811 [Epoch 16][Batch 399], Speed: 228.713 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.810 [Epoch 16][Batch 409], Speed: 213.384 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.810 [Epoch 16][Batch 419], Speed: 226.137 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.809 [Epoch 16][Batch 429], Speed: 228.235 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.809 [Epoch 16][Batch 439], Speed: 224.140 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.808 [Epoch 16][Batch 449], Speed: 205.625 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.808 [Epoch 16][Batch 459], Speed: 220.940 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.807 [Epoch 16][Batch 469], Speed: 224.899 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.807 [Epoch 16][Batch 479], Speed: 222.806 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.806 [Epoch 16][Batch 489], Speed: 225.627 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.806 [Epoch 16][Batch 499], Speed: 219.953 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.805 [Epoch 16][Batch 509], Speed: 198.444 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.805 [Epoch 16][Batch 519], Speed: 228.162 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.804 [Epoch 16][Batch 529], Speed: 225.618 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.804 [Epoch 16][Batch 539], Speed: 224.012 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.803 [Epoch 16][Batch 549], Speed: 222.994 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.803 [Epoch 16][Batch 559], Speed: 223.876 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.803 [Epoch 16][Batch 569], Speed: 223.741 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.802 [Epoch 16][Batch 579], Speed: 221.943 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.802 [Epoch 16][Batch 589], Speed: 208.048 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.801 [Epoch 16][Batch 599], Speed: 206.235 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.801 [Epoch 16][Batch 609], Speed: 221.647 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.800 [Epoch 16][Batch 619], Speed: 206.598 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.800 [Epoch 16][Batch 629], Speed: 212.127 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.799 [Epoch 16][Batch 639], Speed: 209.850 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.799 [Epoch 16][Batch 649], Speed: 225.501 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.798 [Epoch 16][Batch 659], Speed: 227.264 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.798 [Epoch 16][Batch 669], Speed: 220.397 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.797 [Epoch 16][Batch 679], Speed: 230.277 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.797 [Epoch 16][Batch 689], Speed: 208.270 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.796 [Epoch 16][Batch 699], Speed: 207.081 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.796 [Epoch 16][Batch 709], Speed: 218.739 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.795 [Epoch 16][Batch 719], Speed: 225.773 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.795 [Epoch 16][Batch 729], Speed: 215.549 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.794 [Epoch 16][Batch 739], Speed: 228.179 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.794 [Epoch 16][Batch 749], Speed: 222.831 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.793 [Epoch 16][Batch 759], Speed: 218.322 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.793 [Epoch 16][Batch 769], Speed: 212.452 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.793 [Epoch 16][Batch 779], Speed: 218.488 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.792 [Epoch 16][Batch 789], Speed: 208.771 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.792 [Epoch 16][Batch 799], Speed: 231.195 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.791 [Epoch 16][Batch 809], Speed: 202.288 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.791 [Epoch 16][Batch 819], Speed: 209.509 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.790 [Epoch 16][Batch 829], Speed: 200.555 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.790 [Epoch 16][Batch 839], Speed: 199.135 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.789 [Epoch 16][Batch 849], Speed: 221.643 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.789 [Epoch 16][Batch 859], Speed: 210.020 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.788 [Epoch 16][Batch 869], Speed: 215.993 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.788 [Epoch 16][Batch 879], Speed: 224.560 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.787 [Epoch 16][Batch 889], Speed: 227.667 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.235, HeatmapFocal=2.787 [Epoch 16][Batch 899], Speed: 221.473 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.786 [Epoch 16][Batch 909], Speed: 217.896 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.786 [Epoch 16][Batch 919], Speed: 222.928 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.785 [Epoch 16][Batch 929], Speed: 209.250 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.785 [Epoch 16][Batch 939], Speed: 209.908 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.785 [Epoch 16][Batch 949], Speed: 212.729 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.784 [Epoch 16][Batch 959], Speed: 197.186 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.784 [Epoch 16][Batch 969], Speed: 206.579 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.783 [Epoch 16][Batch 979], Speed: 223.363 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.783 [Epoch 16][Batch 989], Speed: 215.302 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.782 [Epoch 16][Batch 999], Speed: 218.389 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.782 [Epoch 16][Batch 1009], Speed: 214.112 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.781 [Epoch 16][Batch 1019], Speed: 222.570 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.781 [Epoch 16][Batch 1029], Speed: 220.687 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.780 [Epoch 16][Batch 1039], Speed: 191.467 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.780 [Epoch 16][Batch 1049], Speed: 203.243 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.779 [Epoch 16][Batch 1059], Speed: 216.016 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.779 [Epoch 16][Batch 1069], Speed: 199.762 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.779 [Epoch 16][Batch 1079], Speed: 213.151 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.778 [Epoch 16][Batch 1089], Speed: 220.821 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.778 [Epoch 16][Batch 1099], Speed: 230.785 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.777 [Epoch 16][Batch 1109], Speed: 213.151 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.777 [Epoch 16][Batch 1119], Speed: 249.821 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.776 [Epoch 16][Batch 1129], Speed: 209.748 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.776 [Epoch 16][Batch 1139], Speed: 202.813 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.775 [Epoch 16][Batch 1149], Speed: 230.171 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.775 [Epoch 16][Batch 1159], Speed: 230.307 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.774 [Epoch 16][Batch 1169], Speed: 217.450 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.774 [Epoch 16][Batch 1179], Speed: 203.213 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.773 [Epoch 16][Batch 1189], Speed: 205.367 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.773 [Epoch 16][Batch 1199], Speed: 234.461 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.773 [Epoch 16][Batch 1209], Speed: 226.352 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.772 [Epoch 16][Batch 1219], Speed: 221.863 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.772 [Epoch 16] Training cost: 557.636, WHL1=0.367, CenterRegL1=0.235, HeatmapFocal=2.772 [Epoch 17][Batch 9], Speed: 185.706 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.771 [Epoch 17][Batch 19], Speed: 195.262 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.771 [Epoch 17][Batch 29], Speed: 228.344 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.770 [Epoch 17][Batch 39], Speed: 210.252 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.770 [Epoch 17][Batch 49], Speed: 214.966 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.769 [Epoch 17][Batch 59], Speed: 219.494 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.235, HeatmapFocal=2.769 [Epoch 17][Batch 69], Speed: 215.916 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.235, HeatmapFocal=2.768 [Epoch 17][Batch 79], Speed: 224.516 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.768 [Epoch 17][Batch 89], Speed: 224.725 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.767 [Epoch 17][Batch 99], Speed: 210.760 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.767 [Epoch 17][Batch 109], Speed: 203.405 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.767 [Epoch 17][Batch 119], Speed: 218.395 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.766 [Epoch 17][Batch 129], Speed: 207.165 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.766 [Epoch 17][Batch 139], Speed: 248.646 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.765 [Epoch 17][Batch 149], Speed: 221.944 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.765 [Epoch 17][Batch 159], Speed: 215.522 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.764 [Epoch 17][Batch 169], Speed: 210.793 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.764 [Epoch 17][Batch 179], Speed: 226.409 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.763 [Epoch 17][Batch 189], Speed: 216.307 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.763 [Epoch 17][Batch 199], Speed: 216.354 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.235, HeatmapFocal=2.762 [Epoch 17][Batch 209], Speed: 228.293 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.762 [Epoch 17][Batch 219], Speed: 234.518 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.235, HeatmapFocal=2.762 [Epoch 17][Batch 229], Speed: 213.802 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.235, HeatmapFocal=2.761 [Epoch 17][Batch 239], Speed: 218.100 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.761 [Epoch 17][Batch 249], Speed: 232.117 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.760 [Epoch 17][Batch 259], Speed: 230.083 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.760 [Epoch 17][Batch 269], Speed: 219.584 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.759 [Epoch 17][Batch 279], Speed: 234.196 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.759 [Epoch 17][Batch 289], Speed: 224.693 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.758 [Epoch 17][Batch 299], Speed: 226.386 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.758 [Epoch 17][Batch 309], Speed: 215.876 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.235, HeatmapFocal=2.758 [Epoch 17][Batch 319], Speed: 211.684 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.757 [Epoch 17][Batch 329], Speed: 215.891 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.235, HeatmapFocal=2.757 [Epoch 17][Batch 339], Speed: 232.118 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.756 [Epoch 17][Batch 349], Speed: 206.495 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.756 [Epoch 17][Batch 359], Speed: 216.633 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.755 [Epoch 17][Batch 369], Speed: 215.842 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.755 [Epoch 17][Batch 379], Speed: 235.206 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.754 [Epoch 17][Batch 389], Speed: 212.495 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.754 [Epoch 17][Batch 399], Speed: 217.180 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.754 [Epoch 17][Batch 409], Speed: 216.792 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.753 [Epoch 17][Batch 419], Speed: 197.165 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.753 [Epoch 17][Batch 429], Speed: 210.488 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.752 [Epoch 17][Batch 439], Speed: 225.001 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.752 [Epoch 17][Batch 449], Speed: 215.672 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.751 [Epoch 17][Batch 459], Speed: 226.291 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.751 [Epoch 17][Batch 469], Speed: 214.755 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.750 [Epoch 17][Batch 479], Speed: 219.766 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.750 [Epoch 17][Batch 489], Speed: 214.918 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.749 [Epoch 17][Batch 499], Speed: 226.882 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.749 [Epoch 17][Batch 509], Speed: 218.065 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.749 [Epoch 17][Batch 519], Speed: 223.477 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.748 [Epoch 17][Batch 529], Speed: 229.509 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.748 [Epoch 17][Batch 539], Speed: 222.770 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.747 [Epoch 17][Batch 549], Speed: 218.911 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.747 [Epoch 17][Batch 559], Speed: 209.798 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.746 [Epoch 17][Batch 569], Speed: 206.938 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.746 [Epoch 17][Batch 579], Speed: 217.899 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.746 [Epoch 17][Batch 589], Speed: 218.362 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.745 [Epoch 17][Batch 599], Speed: 209.736 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.745 [Epoch 17][Batch 609], Speed: 201.944 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.744 [Epoch 17][Batch 619], Speed: 225.140 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.744 [Epoch 17][Batch 629], Speed: 211.101 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.743 [Epoch 17][Batch 639], Speed: 226.423 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.743 [Epoch 17][Batch 649], Speed: 227.772 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.743 [Epoch 17][Batch 659], Speed: 201.387 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.742 [Epoch 17][Batch 669], Speed: 213.996 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.742 [Epoch 17][Batch 679], Speed: 224.183 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.741 [Epoch 17][Batch 689], Speed: 210.709 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.741 [Epoch 17][Batch 699], Speed: 207.241 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.740 [Epoch 17][Batch 709], Speed: 222.246 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.740 [Epoch 17][Batch 719], Speed: 192.608 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.739 [Epoch 17][Batch 729], Speed: 202.618 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.739 [Epoch 17][Batch 739], Speed: 208.694 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.739 [Epoch 17][Batch 749], Speed: 224.863 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.738 [Epoch 17][Batch 759], Speed: 222.803 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.738 [Epoch 17][Batch 769], Speed: 197.056 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.737 [Epoch 17][Batch 779], Speed: 213.992 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.737 [Epoch 17][Batch 789], Speed: 203.746 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.736 [Epoch 17][Batch 799], Speed: 230.693 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.736 [Epoch 17][Batch 809], Speed: 230.090 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.736 [Epoch 17][Batch 819], Speed: 218.844 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.735 [Epoch 17][Batch 829], Speed: 222.350 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.735 [Epoch 17][Batch 839], Speed: 212.822 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.734 [Epoch 17][Batch 849], Speed: 233.589 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.734 [Epoch 17][Batch 859], Speed: 221.883 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.733 [Epoch 17][Batch 869], Speed: 217.926 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.733 [Epoch 17][Batch 879], Speed: 235.103 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.733 [Epoch 17][Batch 889], Speed: 228.228 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.732 [Epoch 17][Batch 899], Speed: 205.983 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.732 [Epoch 17][Batch 909], Speed: 232.124 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.731 [Epoch 17][Batch 919], Speed: 226.887 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.731 [Epoch 17][Batch 929], Speed: 212.742 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.731 [Epoch 17][Batch 939], Speed: 205.703 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.730 [Epoch 17][Batch 949], Speed: 221.773 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.730 [Epoch 17][Batch 959], Speed: 226.906 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.729 [Epoch 17][Batch 969], Speed: 219.237 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.729 [Epoch 17][Batch 979], Speed: 219.451 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.728 [Epoch 17][Batch 989], Speed: 212.603 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.728 [Epoch 17][Batch 999], Speed: 229.477 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.728 [Epoch 17][Batch 1009], Speed: 225.085 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.727 [Epoch 17][Batch 1019], Speed: 199.064 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.727 [Epoch 17][Batch 1029], Speed: 215.917 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.726 [Epoch 17][Batch 1039], Speed: 212.876 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.726 [Epoch 17][Batch 1049], Speed: 226.907 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.726 [Epoch 17][Batch 1059], Speed: 221.435 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.725 [Epoch 17][Batch 1069], Speed: 197.686 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.725 [Epoch 17][Batch 1079], Speed: 208.916 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.724 [Epoch 17][Batch 1089], Speed: 234.865 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.724 [Epoch 17][Batch 1099], Speed: 211.282 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.723 [Epoch 17][Batch 1109], Speed: 215.447 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.723 [Epoch 17][Batch 1119], Speed: 239.120 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.723 [Epoch 17][Batch 1129], Speed: 215.193 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.722 [Epoch 17][Batch 1139], Speed: 207.184 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.722 [Epoch 17][Batch 1149], Speed: 215.608 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.721 [Epoch 17][Batch 1159], Speed: 209.300 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.721 [Epoch 17][Batch 1169], Speed: 207.985 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.721 [Epoch 17][Batch 1179], Speed: 204.046 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.720 [Epoch 17][Batch 1189], Speed: 209.016 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.720 [Epoch 17][Batch 1199], Speed: 199.456 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.719 [Epoch 17][Batch 1209], Speed: 226.091 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.719 [Epoch 17][Batch 1219], Speed: 229.968 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.719 [Epoch 17] Training cost: 559.697, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.719 [Epoch 18][Batch 9], Speed: 212.715 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.718 [Epoch 18][Batch 19], Speed: 219.854 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.718 [Epoch 18][Batch 29], Speed: 220.891 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.717 [Epoch 18][Batch 39], Speed: 216.959 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.717 [Epoch 18][Batch 49], Speed: 211.314 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.716 [Epoch 18][Batch 59], Speed: 207.644 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.716 [Epoch 18][Batch 69], Speed: 215.597 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.716 [Epoch 18][Batch 79], Speed: 182.719 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.715 [Epoch 18][Batch 89], Speed: 217.459 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.715 [Epoch 18][Batch 99], Speed: 220.850 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.714 [Epoch 18][Batch 109], Speed: 210.349 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.714 [Epoch 18][Batch 119], Speed: 231.345 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.713 [Epoch 18][Batch 129], Speed: 208.396 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.713 [Epoch 18][Batch 139], Speed: 187.991 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.713 [Epoch 18][Batch 149], Speed: 222.428 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.712 [Epoch 18][Batch 159], Speed: 197.745 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.712 [Epoch 18][Batch 169], Speed: 209.528 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.711 [Epoch 18][Batch 179], Speed: 213.643 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.711 [Epoch 18][Batch 189], Speed: 216.415 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.710 [Epoch 18][Batch 199], Speed: 224.455 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.710 [Epoch 18][Batch 209], Speed: 224.282 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.710 [Epoch 18][Batch 219], Speed: 218.029 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.709 [Epoch 18][Batch 229], Speed: 213.013 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.709 [Epoch 18][Batch 239], Speed: 222.306 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.708 [Epoch 18][Batch 249], Speed: 191.450 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.708 [Epoch 18][Batch 259], Speed: 212.500 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.708 [Epoch 18][Batch 269], Speed: 218.196 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.707 [Epoch 18][Batch 279], Speed: 204.580 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.707 [Epoch 18][Batch 289], Speed: 192.562 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.706 [Epoch 18][Batch 299], Speed: 220.123 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.706 [Epoch 18][Batch 309], Speed: 220.725 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.706 [Epoch 18][Batch 319], Speed: 228.490 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.705 [Epoch 18][Batch 329], Speed: 209.595 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.705 [Epoch 18][Batch 339], Speed: 221.535 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.704 [Epoch 18][Batch 349], Speed: 235.154 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.704 [Epoch 18][Batch 359], Speed: 227.651 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.704 [Epoch 18][Batch 369], Speed: 206.160 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.703 [Epoch 18][Batch 379], Speed: 199.596 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.703 [Epoch 18][Batch 389], Speed: 194.038 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.702 [Epoch 18][Batch 399], Speed: 221.194 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.702 [Epoch 18][Batch 409], Speed: 229.532 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.701 [Epoch 18][Batch 419], Speed: 227.117 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.701 [Epoch 18][Batch 429], Speed: 229.000 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.701 [Epoch 18][Batch 439], Speed: 199.710 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.700 [Epoch 18][Batch 449], Speed: 223.393 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.700 [Epoch 18][Batch 459], Speed: 223.066 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.699 [Epoch 18][Batch 469], Speed: 229.092 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.699 [Epoch 18][Batch 479], Speed: 198.803 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.699 [Epoch 18][Batch 489], Speed: 213.652 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.698 [Epoch 18][Batch 499], Speed: 214.942 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.698 [Epoch 18][Batch 509], Speed: 210.741 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.697 [Epoch 18][Batch 519], Speed: 222.500 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.697 [Epoch 18][Batch 529], Speed: 215.652 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.697 [Epoch 18][Batch 539], Speed: 221.486 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.696 [Epoch 18][Batch 549], Speed: 204.865 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.696 [Epoch 18][Batch 559], Speed: 216.545 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.695 [Epoch 18][Batch 569], Speed: 221.888 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.695 [Epoch 18][Batch 579], Speed: 214.305 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.695 [Epoch 18][Batch 589], Speed: 226.956 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.694 [Epoch 18][Batch 599], Speed: 227.932 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.694 [Epoch 18][Batch 609], Speed: 212.606 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.693 [Epoch 18][Batch 619], Speed: 215.608 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.693 [Epoch 18][Batch 629], Speed: 212.869 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.693 [Epoch 18][Batch 639], Speed: 208.769 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.692 [Epoch 18][Batch 649], Speed: 226.185 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.692 [Epoch 18][Batch 659], Speed: 222.301 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.692 [Epoch 18][Batch 669], Speed: 209.627 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.691 [Epoch 18][Batch 679], Speed: 215.028 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.691 [Epoch 18][Batch 689], Speed: 205.910 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.690 [Epoch 18][Batch 699], Speed: 216.737 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.690 [Epoch 18][Batch 709], Speed: 220.024 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.690 [Epoch 18][Batch 719], Speed: 215.710 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.689 [Epoch 18][Batch 729], Speed: 206.405 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.689 [Epoch 18][Batch 739], Speed: 200.741 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.688 [Epoch 18][Batch 749], Speed: 216.240 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.688 [Epoch 18][Batch 759], Speed: 217.381 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.688 [Epoch 18][Batch 769], Speed: 202.277 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.687 [Epoch 18][Batch 779], Speed: 223.138 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.687 [Epoch 18][Batch 789], Speed: 213.308 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.686 [Epoch 18][Batch 799], Speed: 214.316 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.686 [Epoch 18][Batch 809], Speed: 195.793 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.686 [Epoch 18][Batch 819], Speed: 201.903 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.685 [Epoch 18][Batch 829], Speed: 223.135 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.685 [Epoch 18][Batch 839], Speed: 208.927 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.684 [Epoch 18][Batch 849], Speed: 193.554 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.684 [Epoch 18][Batch 859], Speed: 215.937 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.684 [Epoch 18][Batch 869], Speed: 226.477 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.683 [Epoch 18][Batch 879], Speed: 209.450 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.683 [Epoch 18][Batch 889], Speed: 217.423 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.683 [Epoch 18][Batch 899], Speed: 233.101 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.682 [Epoch 18][Batch 909], Speed: 217.083 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.682 [Epoch 18][Batch 919], Speed: 226.583 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.681 [Epoch 18][Batch 929], Speed: 217.963 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.681 [Epoch 18][Batch 939], Speed: 194.881 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.681 [Epoch 18][Batch 949], Speed: 208.188 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.680 [Epoch 18][Batch 959], Speed: 223.696 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.680 [Epoch 18][Batch 969], Speed: 196.339 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.680 [Epoch 18][Batch 979], Speed: 209.545 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.679 [Epoch 18][Batch 989], Speed: 217.271 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.679 [Epoch 18][Batch 999], Speed: 210.221 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.678 [Epoch 18][Batch 1009], Speed: 226.562 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.678 [Epoch 18][Batch 1019], Speed: 215.658 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.678 [Epoch 18][Batch 1029], Speed: 211.157 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.677 [Epoch 18][Batch 1039], Speed: 195.103 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.677 [Epoch 18][Batch 1049], Speed: 208.883 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.676 [Epoch 18][Batch 1059], Speed: 219.098 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.676 [Epoch 18][Batch 1069], Speed: 224.638 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.676 [Epoch 18][Batch 1079], Speed: 210.868 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.675 [Epoch 18][Batch 1089], Speed: 216.609 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.675 [Epoch 18][Batch 1099], Speed: 228.689 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.675 [Epoch 18][Batch 1109], Speed: 206.786 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.674 [Epoch 18][Batch 1119], Speed: 205.235 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.674 [Epoch 18][Batch 1129], Speed: 200.166 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.673 [Epoch 18][Batch 1139], Speed: 226.478 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.673 [Epoch 18][Batch 1149], Speed: 208.525 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.673 [Epoch 18][Batch 1159], Speed: 221.168 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.672 [Epoch 18][Batch 1169], Speed: 225.842 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.672 [Epoch 18][Batch 1179], Speed: 202.896 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.672 [Epoch 18][Batch 1189], Speed: 207.194 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.671 [Epoch 18][Batch 1199], Speed: 239.962 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.671 [Epoch 18][Batch 1209], Speed: 203.330 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.670 [Epoch 18][Batch 1219], Speed: 203.859 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.670 [Epoch 18] Training cost: 559.634, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.670 [Epoch 19][Batch 9], Speed: 181.888 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.670 [Epoch 19][Batch 19], Speed: 227.622 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.669 [Epoch 19][Batch 29], Speed: 216.946 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.669 [Epoch 19][Batch 39], Speed: 223.929 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.669 [Epoch 19][Batch 49], Speed: 204.716 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.668 [Epoch 19][Batch 59], Speed: 191.868 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.668 [Epoch 19][Batch 69], Speed: 231.958 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.667 [Epoch 19][Batch 79], Speed: 222.950 samples/sec, LR=0.000375, WHL1=0.357, CenterRegL1=0.234, HeatmapFocal=2.667 [Epoch 19][Batch 89], Speed: 227.091 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.667 [Epoch 19][Batch 99], Speed: 214.371 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.666 [Epoch 19][Batch 109], Speed: 224.236 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.233, HeatmapFocal=2.666 [Epoch 19][Batch 119], Speed: 223.570 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.665 [Epoch 19][Batch 129], Speed: 215.273 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.665 [Epoch 19][Batch 139], Speed: 221.888 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.665 [Epoch 19][Batch 149], Speed: 214.281 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.664 [Epoch 19][Batch 159], Speed: 226.738 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.664 [Epoch 19][Batch 169], Speed: 223.978 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.664 [Epoch 19][Batch 179], Speed: 225.074 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.663 [Epoch 19][Batch 189], Speed: 229.861 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.663 [Epoch 19][Batch 199], Speed: 218.552 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.662 [Epoch 19][Batch 209], Speed: 218.940 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.662 [Epoch 19][Batch 219], Speed: 215.005 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.662 [Epoch 19][Batch 229], Speed: 236.291 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.661 [Epoch 19][Batch 239], Speed: 217.344 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.661 [Epoch 19][Batch 249], Speed: 233.128 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.660 [Epoch 19][Batch 259], Speed: 212.528 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.660 [Epoch 19][Batch 269], Speed: 202.564 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.660 [Epoch 19][Batch 279], Speed: 200.258 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.659 [Epoch 19][Batch 289], Speed: 216.101 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.659 [Epoch 19][Batch 299], Speed: 206.167 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.659 [Epoch 19][Batch 309], Speed: 228.374 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.658 [Epoch 19][Batch 319], Speed: 208.312 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.658 [Epoch 19][Batch 329], Speed: 199.569 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.657 [Epoch 19][Batch 339], Speed: 204.852 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.657 [Epoch 19][Batch 349], Speed: 210.893 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.657 [Epoch 19][Batch 359], Speed: 216.182 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.656 [Epoch 19][Batch 369], Speed: 224.775 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.656 [Epoch 19][Batch 379], Speed: 221.971 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.656 [Epoch 19][Batch 389], Speed: 219.687 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.655 [Epoch 19][Batch 399], Speed: 210.582 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.655 [Epoch 19][Batch 409], Speed: 225.283 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.654 [Epoch 19][Batch 419], Speed: 216.349 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.654 [Epoch 19][Batch 429], Speed: 215.392 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.654 [Epoch 19][Batch 439], Speed: 225.691 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.653 [Epoch 19][Batch 449], Speed: 211.166 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.653 [Epoch 19][Batch 459], Speed: 221.635 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.653 [Epoch 19][Batch 469], Speed: 194.133 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.652 [Epoch 19][Batch 479], Speed: 203.713 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.652 [Epoch 19][Batch 489], Speed: 233.270 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.651 [Epoch 19][Batch 499], Speed: 179.482 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.651 [Epoch 19][Batch 509], Speed: 218.515 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.651 [Epoch 19][Batch 519], Speed: 203.030 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.650 [Epoch 19][Batch 529], Speed: 233.403 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.650 [Epoch 19][Batch 539], Speed: 217.951 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.650 [Epoch 19][Batch 549], Speed: 231.039 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.649 [Epoch 19][Batch 559], Speed: 201.361 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.649 [Epoch 19][Batch 569], Speed: 218.098 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.649 [Epoch 19][Batch 579], Speed: 198.633 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.648 [Epoch 19][Batch 589], Speed: 234.845 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.648 [Epoch 19][Batch 599], Speed: 212.064 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.647 [Epoch 19][Batch 609], Speed: 187.670 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.647 [Epoch 19][Batch 619], Speed: 200.830 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.647 [Epoch 19][Batch 629], Speed: 219.239 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.646 [Epoch 19][Batch 639], Speed: 224.841 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.646 [Epoch 19][Batch 649], Speed: 234.117 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.646 [Epoch 19][Batch 659], Speed: 218.373 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.645 [Epoch 19][Batch 669], Speed: 226.449 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.645 [Epoch 19][Batch 679], Speed: 211.463 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.645 [Epoch 19][Batch 689], Speed: 219.030 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.644 [Epoch 19][Batch 699], Speed: 214.924 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.644 [Epoch 19][Batch 709], Speed: 212.730 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.643 [Epoch 19][Batch 719], Speed: 221.075 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.643 [Epoch 19][Batch 729], Speed: 216.239 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.643 [Epoch 19][Batch 739], Speed: 208.610 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.642 [Epoch 19][Batch 749], Speed: 211.841 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.642 [Epoch 19][Batch 759], Speed: 203.736 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.642 [Epoch 19][Batch 769], Speed: 227.950 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.641 [Epoch 19][Batch 779], Speed: 223.955 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.641 [Epoch 19][Batch 789], Speed: 222.255 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.641 [Epoch 19][Batch 799], Speed: 222.722 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.640 [Epoch 19][Batch 809], Speed: 219.361 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.640 [Epoch 19][Batch 819], Speed: 225.883 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.640 [Epoch 19][Batch 829], Speed: 228.112 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.639 [Epoch 19][Batch 839], Speed: 215.656 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.639 [Epoch 19][Batch 849], Speed: 231.898 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.638 [Epoch 19][Batch 859], Speed: 228.942 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.638 [Epoch 19][Batch 869], Speed: 217.228 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.638 [Epoch 19][Batch 879], Speed: 226.593 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.637 [Epoch 19][Batch 889], Speed: 190.351 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.637 [Epoch 19][Batch 899], Speed: 223.197 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.637 [Epoch 19][Batch 909], Speed: 228.888 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.636 [Epoch 19][Batch 919], Speed: 190.433 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.636 [Epoch 19][Batch 929], Speed: 214.199 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.636 [Epoch 19][Batch 939], Speed: 222.238 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.635 [Epoch 19][Batch 949], Speed: 205.675 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.635 [Epoch 19][Batch 959], Speed: 222.048 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.635 [Epoch 19][Batch 969], Speed: 210.646 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.634 [Epoch 19][Batch 979], Speed: 201.462 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.634 [Epoch 19][Batch 989], Speed: 199.972 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.634 [Epoch 19][Batch 999], Speed: 221.607 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.633 [Epoch 19][Batch 1009], Speed: 230.982 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.633 [Epoch 19][Batch 1019], Speed: 213.781 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.633 [Epoch 19][Batch 1029], Speed: 212.139 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.632 [Epoch 19][Batch 1039], Speed: 223.033 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.632 [Epoch 19][Batch 1049], Speed: 214.179 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.632 [Epoch 19][Batch 1059], Speed: 201.389 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.631 [Epoch 19][Batch 1069], Speed: 226.803 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.631 [Epoch 19][Batch 1079], Speed: 196.210 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.630 [Epoch 19][Batch 1089], Speed: 226.493 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.630 [Epoch 19][Batch 1099], Speed: 201.746 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.630 [Epoch 19][Batch 1109], Speed: 190.362 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.629 [Epoch 19][Batch 1119], Speed: 230.617 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.629 [Epoch 19][Batch 1129], Speed: 208.453 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.629 [Epoch 19][Batch 1139], Speed: 248.112 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.628 [Epoch 19][Batch 1149], Speed: 221.830 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.628 [Epoch 19][Batch 1159], Speed: 200.401 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.628 [Epoch 19][Batch 1169], Speed: 245.292 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.627 [Epoch 19][Batch 1179], Speed: 230.915 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.627 [Epoch 19][Batch 1189], Speed: 236.033 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.627 [Epoch 19][Batch 1199], Speed: 218.455 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.626 [Epoch 19][Batch 1209], Speed: 232.182 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.626 [Epoch 19][Batch 1219], Speed: 211.004 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.234, HeatmapFocal=2.626 [Epoch 19] Training cost: 557.299, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.626 [Epoch 20][Batch 9], Speed: 206.621 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.237, HeatmapFocal=2.625 [Epoch 20][Batch 19], Speed: 221.203 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.235, HeatmapFocal=2.625 [Epoch 20][Batch 29], Speed: 226.681 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.235, HeatmapFocal=2.625 [Epoch 20][Batch 39], Speed: 213.372 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.235, HeatmapFocal=2.624 [Epoch 20][Batch 49], Speed: 206.330 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.235, HeatmapFocal=2.624 [Epoch 20][Batch 59], Speed: 220.325 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.235, HeatmapFocal=2.624 [Epoch 20][Batch 69], Speed: 229.700 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.623 [Epoch 20][Batch 79], Speed: 212.469 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.623 [Epoch 20][Batch 89], Speed: 197.191 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.622 [Epoch 20][Batch 99], Speed: 219.723 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.622 [Epoch 20][Batch 109], Speed: 205.059 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.234, HeatmapFocal=2.622 [Epoch 20][Batch 119], Speed: 221.903 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.621 [Epoch 20][Batch 129], Speed: 226.344 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.234, HeatmapFocal=2.621 [Epoch 20][Batch 139], Speed: 227.482 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.621 [Epoch 20][Batch 149], Speed: 216.211 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.620 [Epoch 20][Batch 159], Speed: 214.643 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.620 [Epoch 20][Batch 169], Speed: 214.273 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.620 [Epoch 20][Batch 179], Speed: 217.500 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.619 [Epoch 20][Batch 189], Speed: 228.989 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.619 [Epoch 20][Batch 199], Speed: 221.490 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.619 [Epoch 20][Batch 209], Speed: 201.057 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.618 [Epoch 20][Batch 219], Speed: 223.609 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.618 [Epoch 20][Batch 229], Speed: 228.036 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.618 [Epoch 20][Batch 239], Speed: 225.836 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.617 [Epoch 20][Batch 249], Speed: 219.313 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.617 [Epoch 20][Batch 259], Speed: 213.537 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.616 [Epoch 20][Batch 269], Speed: 196.550 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.616 [Epoch 20][Batch 279], Speed: 226.843 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.616 [Epoch 20][Batch 289], Speed: 199.042 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.615 [Epoch 20][Batch 299], Speed: 220.778 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.615 [Epoch 20][Batch 309], Speed: 234.624 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.615 [Epoch 20][Batch 319], Speed: 207.376 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.614 [Epoch 20][Batch 329], Speed: 235.097 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.614 [Epoch 20][Batch 339], Speed: 213.050 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.614 [Epoch 20][Batch 349], Speed: 223.214 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.613 [Epoch 20][Batch 359], Speed: 211.934 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.613 [Epoch 20][Batch 369], Speed: 222.704 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.613 [Epoch 20][Batch 379], Speed: 199.324 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.612 [Epoch 20][Batch 389], Speed: 210.738 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.612 [Epoch 20][Batch 399], Speed: 214.485 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.612 [Epoch 20][Batch 409], Speed: 203.888 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.611 [Epoch 20][Batch 419], Speed: 218.486 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.611 [Epoch 20][Batch 429], Speed: 204.513 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.611 [Epoch 20][Batch 439], Speed: 202.530 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.610 [Epoch 20][Batch 449], Speed: 228.668 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.610 [Epoch 20][Batch 459], Speed: 219.716 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.610 [Epoch 20][Batch 469], Speed: 200.162 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.609 [Epoch 20][Batch 479], Speed: 205.556 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.234, HeatmapFocal=2.609 [Epoch 20][Batch 489], Speed: 216.181 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.609 [Epoch 20][Batch 499], Speed: 219.072 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.608 [Epoch 20][Batch 509], Speed: 221.784 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.608 [Epoch 20][Batch 519], Speed: 223.264 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.608 [Epoch 20][Batch 529], Speed: 223.749 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.607 [Epoch 20][Batch 539], Speed: 218.570 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.607 [Epoch 20][Batch 549], Speed: 229.715 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.607 [Epoch 20][Batch 559], Speed: 211.236 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.606 [Epoch 20][Batch 569], Speed: 216.218 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.606 [Epoch 20][Batch 579], Speed: 219.437 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.606 [Epoch 20][Batch 589], Speed: 220.078 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.605 [Epoch 20][Batch 599], Speed: 233.233 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.605 [Epoch 20][Batch 609], Speed: 191.203 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.234, HeatmapFocal=2.605 [Epoch 20][Batch 619], Speed: 225.733 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.234, HeatmapFocal=2.604 [Epoch 20][Batch 629], Speed: 218.220 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.604 [Epoch 20][Batch 639], Speed: 220.637 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.604 [Epoch 20][Batch 649], Speed: 207.792 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.603 [Epoch 20][Batch 659], Speed: 221.227 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.603 [Epoch 20][Batch 669], Speed: 217.019 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.603 [Epoch 20][Batch 679], Speed: 230.326 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.602 [Epoch 20][Batch 689], Speed: 202.381 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.602 [Epoch 20][Batch 699], Speed: 218.643 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.602 [Epoch 20][Batch 709], Speed: 224.762 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.601 [Epoch 20][Batch 719], Speed: 194.963 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.601 [Epoch 20][Batch 729], Speed: 219.645 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.601 [Epoch 20][Batch 739], Speed: 224.433 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.600 [Epoch 20][Batch 749], Speed: 219.846 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.600 [Epoch 20][Batch 759], Speed: 225.931 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.600 [Epoch 20][Batch 769], Speed: 219.103 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.599 [Epoch 20][Batch 779], Speed: 207.585 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.599 [Epoch 20][Batch 789], Speed: 212.893 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.599 [Epoch 20][Batch 799], Speed: 214.874 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.598 [Epoch 20][Batch 809], Speed: 224.620 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.598 [Epoch 20][Batch 819], Speed: 214.046 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.598 [Epoch 20][Batch 829], Speed: 213.246 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.597 [Epoch 20][Batch 839], Speed: 232.543 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.597 [Epoch 20][Batch 849], Speed: 230.169 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.597 [Epoch 20][Batch 859], Speed: 226.399 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.596 [Epoch 20][Batch 869], Speed: 225.762 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.596 [Epoch 20][Batch 879], Speed: 200.974 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.596 [Epoch 20][Batch 889], Speed: 206.500 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.595 [Epoch 20][Batch 899], Speed: 232.010 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.595 [Epoch 20][Batch 909], Speed: 232.756 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.595 [Epoch 20][Batch 919], Speed: 216.744 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.594 [Epoch 20][Batch 929], Speed: 228.393 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.594 [Epoch 20][Batch 939], Speed: 183.824 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.594 [Epoch 20][Batch 949], Speed: 208.783 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.593 [Epoch 20][Batch 959], Speed: 236.251 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.593 [Epoch 20][Batch 969], Speed: 229.950 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.593 [Epoch 20][Batch 979], Speed: 219.905 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.592 [Epoch 20][Batch 989], Speed: 216.379 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.592 [Epoch 20][Batch 999], Speed: 222.471 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.592 [Epoch 20][Batch 1009], Speed: 195.289 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.592 [Epoch 20][Batch 1019], Speed: 197.416 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.591 [Epoch 20][Batch 1029], Speed: 228.420 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.591 [Epoch 20][Batch 1039], Speed: 218.104 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.591 [Epoch 20][Batch 1049], Speed: 207.690 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.590 [Epoch 20][Batch 1059], Speed: 216.794 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.590 [Epoch 20][Batch 1069], Speed: 200.879 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.590 [Epoch 20][Batch 1079], Speed: 209.268 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.589 [Epoch 20][Batch 1089], Speed: 214.779 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.589 [Epoch 20][Batch 1099], Speed: 220.949 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.589 [Epoch 20][Batch 1109], Speed: 218.664 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.588 [Epoch 20][Batch 1119], Speed: 216.606 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.588 [Epoch 20][Batch 1129], Speed: 232.731 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.588 [Epoch 20][Batch 1139], Speed: 218.062 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.587 [Epoch 20][Batch 1149], Speed: 228.412 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.587 [Epoch 20][Batch 1159], Speed: 223.538 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.587 [Epoch 20][Batch 1169], Speed: 228.377 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.586 [Epoch 20][Batch 1179], Speed: 226.868 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.586 [Epoch 20][Batch 1189], Speed: 228.948 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.586 [Epoch 20][Batch 1199], Speed: 220.918 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.585 [Epoch 20][Batch 1209], Speed: 197.755 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.585 [Epoch 20][Batch 1219], Speed: 220.143 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.585 [Epoch 20] Training cost: 557.674, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.585 [Epoch 20] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.201 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.355 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.202 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.058 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.226 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.323 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.212 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.319 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.328 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.102 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.347 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.535 person=33.6 bicycle=13.8 car=19.1 motorcycle=15.7 airplane=39.0 bus=42.4 train=41.2 truck=16.6 boat=5.8 traffic light=9.5 fire hydrant=42.5 stop sign=44.2 parking meter=25.8 bench=9.1 bird=14.2 cat=37.5 dog=35.6 horse=37.8 sheep=25.6 cow=27.0 elephant=44.5 bear=46.1 zebra=51.3 giraffe=45.7 backpack=3.7 umbrella=20.0 handbag=2.2 tie=11.6 suitcase=14.3 frisbee=30.1 skis=7.0 snowboard=9.2 sports ball=17.5 kite=19.4 baseball bat=8.0 baseball glove=16.0 skateboard=24.8 surfboard=15.9 tennis racket=22.9 bottle=16.7 wine glass=15.5 cup=19.3 fork=8.4 knife=2.6 spoon=2.7 bowl=20.7 banana=7.6 apple=6.7 sandwich=15.1 orange=18.1 broccoli=11.1 carrot=8.7 hot dog=13.5 pizza=31.6 donut=25.0 cake=16.6 chair=12.1 couch=20.7 potted plant=8.3 bed=12.3 dining table=9.1 toilet=41.9 tv=36.1 laptop=33.3 mouse=29.2 remote=5.5 keyboard=25.6 cell phone=12.1 microwave=31.7 oven=18.4 toaster=0.2 sink=17.8 refrigerator=27.7 book=2.1 clock=30.4 vase=17.4 scissors=5.6 teddy bear=23.4 hair drier=0.0 toothbrush=2.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =20.1 [Epoch 21][Batch 9], Speed: 177.426 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.584 [Epoch 21][Batch 19], Speed: 232.110 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.584 [Epoch 21][Batch 29], Speed: 202.415 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.233, HeatmapFocal=2.584 [Epoch 21][Batch 39], Speed: 209.114 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.583 [Epoch 21][Batch 49], Speed: 230.610 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.232, HeatmapFocal=2.583 [Epoch 21][Batch 59], Speed: 203.268 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.583 [Epoch 21][Batch 69], Speed: 231.432 samples/sec, LR=0.000375, WHL1=0.350, CenterRegL1=0.232, HeatmapFocal=2.582 [Epoch 21][Batch 79], Speed: 215.172 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.232, HeatmapFocal=2.582 [Epoch 21][Batch 89], Speed: 225.883 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.232, HeatmapFocal=2.582 [Epoch 21][Batch 99], Speed: 219.209 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.232, HeatmapFocal=2.582 [Epoch 21][Batch 109], Speed: 231.132 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.232, HeatmapFocal=2.581 [Epoch 21][Batch 119], Speed: 214.311 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.232, HeatmapFocal=2.581 [Epoch 21][Batch 129], Speed: 209.704 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.232, HeatmapFocal=2.581 [Epoch 21][Batch 139], Speed: 217.338 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.580 [Epoch 21][Batch 149], Speed: 221.088 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.580 [Epoch 21][Batch 159], Speed: 208.356 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.580 [Epoch 21][Batch 169], Speed: 221.138 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.579 [Epoch 21][Batch 179], Speed: 228.138 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.579 [Epoch 21][Batch 189], Speed: 210.329 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.579 [Epoch 21][Batch 199], Speed: 215.791 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.578 [Epoch 21][Batch 209], Speed: 218.928 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.578 [Epoch 21][Batch 219], Speed: 221.708 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.578 [Epoch 21][Batch 229], Speed: 223.685 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.577 [Epoch 21][Batch 239], Speed: 225.348 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.577 [Epoch 21][Batch 249], Speed: 231.946 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.577 [Epoch 21][Batch 259], Speed: 215.781 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.232, HeatmapFocal=2.576 [Epoch 21][Batch 269], Speed: 201.946 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.232, HeatmapFocal=2.576 [Epoch 21][Batch 279], Speed: 206.271 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.576 [Epoch 21][Batch 289], Speed: 222.712 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.575 [Epoch 21][Batch 299], Speed: 215.306 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.575 [Epoch 21][Batch 309], Speed: 231.235 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.575 [Epoch 21][Batch 319], Speed: 233.144 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.574 [Epoch 21][Batch 329], Speed: 222.916 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.574 [Epoch 21][Batch 339], Speed: 214.481 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.574 [Epoch 21][Batch 349], Speed: 226.894 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.573 [Epoch 21][Batch 359], Speed: 229.328 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.573 [Epoch 21][Batch 369], Speed: 221.967 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.573 [Epoch 21][Batch 379], Speed: 220.647 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.573 [Epoch 21][Batch 389], Speed: 199.203 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.572 [Epoch 21][Batch 399], Speed: 221.416 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.572 [Epoch 21][Batch 409], Speed: 202.561 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.572 [Epoch 21][Batch 419], Speed: 219.976 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.571 [Epoch 21][Batch 429], Speed: 233.545 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.571 [Epoch 21][Batch 439], Speed: 224.071 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.232, HeatmapFocal=2.571 [Epoch 21][Batch 449], Speed: 213.971 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.570 [Epoch 21][Batch 459], Speed: 209.432 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.570 [Epoch 21][Batch 469], Speed: 214.047 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.570 [Epoch 21][Batch 479], Speed: 200.752 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.569 [Epoch 21][Batch 489], Speed: 221.795 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.569 [Epoch 21][Batch 499], Speed: 203.310 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.569 [Epoch 21][Batch 509], Speed: 218.564 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.568 [Epoch 21][Batch 519], Speed: 228.902 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.568 [Epoch 21][Batch 529], Speed: 235.210 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.568 [Epoch 21][Batch 539], Speed: 215.110 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.568 [Epoch 21][Batch 549], Speed: 216.947 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.567 [Epoch 21][Batch 559], Speed: 217.198 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.567 [Epoch 21][Batch 569], Speed: 228.478 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.567 [Epoch 21][Batch 579], Speed: 218.802 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.566 [Epoch 21][Batch 589], Speed: 224.709 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.566 [Epoch 21][Batch 599], Speed: 217.027 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.566 [Epoch 21][Batch 609], Speed: 222.550 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.565 [Epoch 21][Batch 619], Speed: 229.360 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.565 [Epoch 21][Batch 629], Speed: 209.516 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.565 [Epoch 21][Batch 639], Speed: 228.555 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.564 [Epoch 21][Batch 649], Speed: 225.863 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.564 [Epoch 21][Batch 659], Speed: 225.205 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.564 [Epoch 21][Batch 669], Speed: 227.724 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.564 [Epoch 21][Batch 679], Speed: 223.091 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.563 [Epoch 21][Batch 689], Speed: 219.592 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.563 [Epoch 21][Batch 699], Speed: 218.929 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.563 [Epoch 21][Batch 709], Speed: 223.802 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.562 [Epoch 21][Batch 719], Speed: 214.231 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.562 [Epoch 21][Batch 729], Speed: 219.497 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.562 [Epoch 21][Batch 739], Speed: 214.226 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.561 [Epoch 21][Batch 749], Speed: 230.166 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.561 [Epoch 21][Batch 759], Speed: 213.814 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.561 [Epoch 21][Batch 769], Speed: 194.978 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.560 [Epoch 21][Batch 779], Speed: 226.544 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.560 [Epoch 21][Batch 789], Speed: 223.036 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.560 [Epoch 21][Batch 799], Speed: 221.608 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.560 [Epoch 21][Batch 809], Speed: 220.060 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.559 [Epoch 21][Batch 819], Speed: 227.360 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.559 [Epoch 21][Batch 829], Speed: 220.103 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.559 [Epoch 21][Batch 839], Speed: 207.233 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.558 [Epoch 21][Batch 849], Speed: 217.993 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.558 [Epoch 21][Batch 859], Speed: 221.792 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.558 [Epoch 21][Batch 869], Speed: 215.495 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.557 [Epoch 21][Batch 879], Speed: 218.686 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.557 [Epoch 21][Batch 889], Speed: 226.329 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.557 [Epoch 21][Batch 899], Speed: 224.614 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.557 [Epoch 21][Batch 909], Speed: 191.804 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.556 [Epoch 21][Batch 919], Speed: 226.914 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.556 [Epoch 21][Batch 929], Speed: 213.583 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.556 [Epoch 21][Batch 939], Speed: 211.774 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.555 [Epoch 21][Batch 949], Speed: 210.612 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.555 [Epoch 21][Batch 959], Speed: 200.487 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.555 [Epoch 21][Batch 969], Speed: 204.635 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.554 [Epoch 21][Batch 979], Speed: 201.362 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.554 [Epoch 21][Batch 989], Speed: 219.114 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.554 [Epoch 21][Batch 999], Speed: 227.721 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.554 [Epoch 21][Batch 1009], Speed: 213.458 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.553 [Epoch 21][Batch 1019], Speed: 210.389 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.553 [Epoch 21][Batch 1029], Speed: 212.768 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.553 [Epoch 21][Batch 1039], Speed: 230.230 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.552 [Epoch 21][Batch 1049], Speed: 221.202 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.552 [Epoch 21][Batch 1059], Speed: 232.771 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.552 [Epoch 21][Batch 1069], Speed: 222.517 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.552 [Epoch 21][Batch 1079], Speed: 210.891 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.551 [Epoch 21][Batch 1089], Speed: 229.368 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.551 [Epoch 21][Batch 1099], Speed: 224.016 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.551 [Epoch 21][Batch 1109], Speed: 204.000 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.550 [Epoch 21][Batch 1119], Speed: 239.228 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.550 [Epoch 21][Batch 1129], Speed: 203.517 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.550 [Epoch 21][Batch 1139], Speed: 218.771 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.549 [Epoch 21][Batch 1149], Speed: 219.205 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.549 [Epoch 21][Batch 1159], Speed: 206.410 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.549 [Epoch 21][Batch 1169], Speed: 215.542 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.549 [Epoch 21][Batch 1179], Speed: 213.805 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.548 [Epoch 21][Batch 1189], Speed: 211.589 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.548 [Epoch 21][Batch 1199], Speed: 214.148 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.548 [Epoch 21][Batch 1209], Speed: 223.101 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.547 [Epoch 21][Batch 1219], Speed: 193.128 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.547 [Epoch 21] Training cost: 559.674, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.547 [Epoch 22][Batch 9], Speed: 164.528 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.231, HeatmapFocal=2.547 [Epoch 22][Batch 19], Speed: 218.139 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.231, HeatmapFocal=2.546 [Epoch 22][Batch 29], Speed: 216.269 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.546 [Epoch 22][Batch 39], Speed: 199.010 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.546 [Epoch 22][Batch 49], Speed: 213.737 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.545 [Epoch 22][Batch 59], Speed: 219.131 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.545 [Epoch 22][Batch 69], Speed: 205.531 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.545 [Epoch 22][Batch 79], Speed: 231.912 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.545 [Epoch 22][Batch 89], Speed: 209.506 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.544 [Epoch 22][Batch 99], Speed: 234.294 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.232, HeatmapFocal=2.544 [Epoch 22][Batch 109], Speed: 223.383 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.232, HeatmapFocal=2.544 [Epoch 22][Batch 119], Speed: 228.815 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.232, HeatmapFocal=2.543 [Epoch 22][Batch 129], Speed: 210.986 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.232, HeatmapFocal=2.543 [Epoch 22][Batch 139], Speed: 226.955 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.232, HeatmapFocal=2.543 [Epoch 22][Batch 149], Speed: 204.836 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.232, HeatmapFocal=2.542 [Epoch 22][Batch 159], Speed: 214.369 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.542 [Epoch 22][Batch 169], Speed: 212.260 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.542 [Epoch 22][Batch 179], Speed: 232.201 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.542 [Epoch 22][Batch 189], Speed: 231.560 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.541 [Epoch 22][Batch 199], Speed: 236.142 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.541 [Epoch 22][Batch 209], Speed: 200.325 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.541 [Epoch 22][Batch 219], Speed: 216.756 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.540 [Epoch 22][Batch 229], Speed: 223.777 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.540 [Epoch 22][Batch 239], Speed: 224.522 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.540 [Epoch 22][Batch 249], Speed: 218.307 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.539 [Epoch 22][Batch 259], Speed: 213.943 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.539 [Epoch 22][Batch 269], Speed: 211.983 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.539 [Epoch 22][Batch 279], Speed: 208.370 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.539 [Epoch 22][Batch 289], Speed: 222.649 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.538 [Epoch 22][Batch 299], Speed: 230.634 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.538 [Epoch 22][Batch 309], Speed: 205.387 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.538 [Epoch 22][Batch 319], Speed: 220.766 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.537 [Epoch 22][Batch 329], Speed: 203.219 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.537 [Epoch 22][Batch 339], Speed: 230.448 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.537 [Epoch 22][Batch 349], Speed: 221.584 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.537 [Epoch 22][Batch 359], Speed: 226.246 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.536 [Epoch 22][Batch 369], Speed: 217.720 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.536 [Epoch 22][Batch 379], Speed: 222.676 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.536 [Epoch 22][Batch 389], Speed: 214.041 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.535 [Epoch 22][Batch 399], Speed: 202.063 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.535 [Epoch 22][Batch 409], Speed: 198.687 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.535 [Epoch 22][Batch 419], Speed: 204.380 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.535 [Epoch 22][Batch 429], Speed: 216.308 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.534 [Epoch 22][Batch 439], Speed: 210.794 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.534 [Epoch 22][Batch 449], Speed: 211.382 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.534 [Epoch 22][Batch 459], Speed: 210.945 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.533 [Epoch 22][Batch 469], Speed: 212.290 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.533 [Epoch 22][Batch 479], Speed: 222.902 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.533 [Epoch 22][Batch 489], Speed: 224.258 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.533 [Epoch 22][Batch 499], Speed: 220.646 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.532 [Epoch 22][Batch 509], Speed: 207.312 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.532 [Epoch 22][Batch 519], Speed: 225.934 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.532 [Epoch 22][Batch 529], Speed: 199.955 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.531 [Epoch 22][Batch 539], Speed: 222.793 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.531 [Epoch 22][Batch 549], Speed: 216.086 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.531 [Epoch 22][Batch 559], Speed: 212.943 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.531 [Epoch 22][Batch 569], Speed: 213.748 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.530 [Epoch 22][Batch 579], Speed: 218.074 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.530 [Epoch 22][Batch 589], Speed: 218.636 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.530 [Epoch 22][Batch 599], Speed: 208.622 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.529 [Epoch 22][Batch 609], Speed: 224.335 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.529 [Epoch 22][Batch 619], Speed: 228.133 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.529 [Epoch 22][Batch 629], Speed: 196.773 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.529 [Epoch 22][Batch 639], Speed: 224.687 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.528 [Epoch 22][Batch 649], Speed: 208.927 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.528 [Epoch 22][Batch 659], Speed: 209.650 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.528 [Epoch 22][Batch 669], Speed: 220.250 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.527 [Epoch 22][Batch 679], Speed: 216.841 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.527 [Epoch 22][Batch 689], Speed: 197.575 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.527 [Epoch 22][Batch 699], Speed: 195.747 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.526 [Epoch 22][Batch 709], Speed: 215.553 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.526 [Epoch 22][Batch 719], Speed: 220.655 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.526 [Epoch 22][Batch 729], Speed: 231.302 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.526 [Epoch 22][Batch 739], Speed: 209.921 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.525 [Epoch 22][Batch 749], Speed: 213.182 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.525 [Epoch 22][Batch 759], Speed: 209.076 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.525 [Epoch 22][Batch 769], Speed: 233.140 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.524 [Epoch 22][Batch 779], Speed: 223.071 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.524 [Epoch 22][Batch 789], Speed: 226.689 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.524 [Epoch 22][Batch 799], Speed: 200.476 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.524 [Epoch 22][Batch 809], Speed: 210.675 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.523 [Epoch 22][Batch 819], Speed: 217.425 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.523 [Epoch 22][Batch 829], Speed: 212.113 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.523 [Epoch 22][Batch 839], Speed: 210.092 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.523 [Epoch 22][Batch 849], Speed: 231.510 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.522 [Epoch 22][Batch 859], Speed: 196.729 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.522 [Epoch 22][Batch 869], Speed: 200.688 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.522 [Epoch 22][Batch 879], Speed: 203.752 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.521 [Epoch 22][Batch 889], Speed: 184.536 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.521 [Epoch 22][Batch 899], Speed: 240.550 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.521 [Epoch 22][Batch 909], Speed: 230.045 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.521 [Epoch 22][Batch 919], Speed: 206.696 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.520 [Epoch 22][Batch 929], Speed: 213.303 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.520 [Epoch 22][Batch 939], Speed: 222.430 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.520 [Epoch 22][Batch 949], Speed: 222.359 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.519 [Epoch 22][Batch 959], Speed: 205.881 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.519 [Epoch 22][Batch 969], Speed: 223.429 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.519 [Epoch 22][Batch 979], Speed: 200.053 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.519 [Epoch 22][Batch 989], Speed: 219.664 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.518 [Epoch 22][Batch 999], Speed: 225.228 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.518 [Epoch 22][Batch 1009], Speed: 215.615 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.518 [Epoch 22][Batch 1019], Speed: 212.951 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.517 [Epoch 22][Batch 1029], Speed: 202.274 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.517 [Epoch 22][Batch 1039], Speed: 213.266 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.517 [Epoch 22][Batch 1049], Speed: 218.117 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.517 [Epoch 22][Batch 1059], Speed: 215.363 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.516 [Epoch 22][Batch 1069], Speed: 206.607 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.516 [Epoch 22][Batch 1079], Speed: 224.059 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.516 [Epoch 22][Batch 1089], Speed: 221.278 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.516 [Epoch 22][Batch 1099], Speed: 233.016 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.515 [Epoch 22][Batch 1109], Speed: 214.834 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.515 [Epoch 22][Batch 1119], Speed: 223.473 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.515 [Epoch 22][Batch 1129], Speed: 207.171 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.514 [Epoch 22][Batch 1139], Speed: 223.376 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.514 [Epoch 22][Batch 1149], Speed: 219.439 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.514 [Epoch 22][Batch 1159], Speed: 225.888 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.514 [Epoch 22][Batch 1169], Speed: 206.221 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.513 [Epoch 22][Batch 1179], Speed: 228.089 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.513 [Epoch 22][Batch 1189], Speed: 215.871 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.513 [Epoch 22][Batch 1199], Speed: 240.021 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.512 [Epoch 22][Batch 1209], Speed: 214.384 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.512 [Epoch 22][Batch 1219], Speed: 202.906 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.512 [Epoch 22] Training cost: 557.434, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.512 [Epoch 23][Batch 9], Speed: 198.714 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.512 [Epoch 23][Batch 19], Speed: 230.151 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.511 [Epoch 23][Batch 29], Speed: 205.272 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.511 [Epoch 23][Batch 39], Speed: 217.572 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.511 [Epoch 23][Batch 49], Speed: 211.981 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.510 [Epoch 23][Batch 59], Speed: 222.217 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.510 [Epoch 23][Batch 69], Speed: 218.072 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.510 [Epoch 23][Batch 79], Speed: 196.303 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.510 [Epoch 23][Batch 89], Speed: 217.022 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.509 [Epoch 23][Batch 99], Speed: 199.058 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.509 [Epoch 23][Batch 109], Speed: 223.626 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.509 [Epoch 23][Batch 119], Speed: 218.053 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.508 [Epoch 23][Batch 129], Speed: 226.147 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.508 [Epoch 23][Batch 139], Speed: 224.023 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.508 [Epoch 23][Batch 149], Speed: 225.192 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.508 [Epoch 23][Batch 159], Speed: 219.378 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.507 [Epoch 23][Batch 169], Speed: 231.863 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.507 [Epoch 23][Batch 179], Speed: 218.600 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.507 [Epoch 23][Batch 189], Speed: 218.034 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.506 [Epoch 23][Batch 199], Speed: 218.807 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.506 [Epoch 23][Batch 209], Speed: 231.456 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.506 [Epoch 23][Batch 219], Speed: 215.111 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.506 [Epoch 23][Batch 229], Speed: 221.082 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.505 [Epoch 23][Batch 239], Speed: 229.983 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.505 [Epoch 23][Batch 249], Speed: 227.401 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.505 [Epoch 23][Batch 259], Speed: 215.776 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.505 [Epoch 23][Batch 269], Speed: 209.948 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.504 [Epoch 23][Batch 279], Speed: 219.778 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.504 [Epoch 23][Batch 289], Speed: 217.268 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.504 [Epoch 23][Batch 299], Speed: 216.224 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.503 [Epoch 23][Batch 309], Speed: 206.163 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.503 [Epoch 23][Batch 319], Speed: 225.914 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.503 [Epoch 23][Batch 329], Speed: 211.621 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.503 [Epoch 23][Batch 339], Speed: 211.979 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.502 [Epoch 23][Batch 349], Speed: 217.303 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.502 [Epoch 23][Batch 359], Speed: 211.267 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.502 [Epoch 23][Batch 369], Speed: 231.310 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.502 [Epoch 23][Batch 379], Speed: 202.497 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.501 [Epoch 23][Batch 389], Speed: 200.064 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.501 [Epoch 23][Batch 399], Speed: 208.856 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.501 [Epoch 23][Batch 409], Speed: 215.501 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.500 [Epoch 23][Batch 419], Speed: 218.493 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.500 [Epoch 23][Batch 429], Speed: 218.528 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.500 [Epoch 23][Batch 439], Speed: 202.669 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.500 [Epoch 23][Batch 449], Speed: 216.367 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.499 [Epoch 23][Batch 459], Speed: 202.461 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.499 [Epoch 23][Batch 469], Speed: 212.718 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.499 [Epoch 23][Batch 479], Speed: 219.149 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.499 [Epoch 23][Batch 489], Speed: 205.295 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.498 [Epoch 23][Batch 499], Speed: 206.009 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.498 [Epoch 23][Batch 509], Speed: 222.494 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.498 [Epoch 23][Batch 519], Speed: 217.898 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.498 [Epoch 23][Batch 529], Speed: 218.857 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.497 [Epoch 23][Batch 539], Speed: 211.370 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.497 [Epoch 23][Batch 549], Speed: 206.588 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.497 [Epoch 23][Batch 559], Speed: 221.428 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.496 [Epoch 23][Batch 569], Speed: 221.795 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.496 [Epoch 23][Batch 579], Speed: 219.494 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.496 [Epoch 23][Batch 589], Speed: 208.113 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.496 [Epoch 23][Batch 599], Speed: 208.585 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.495 [Epoch 23][Batch 609], Speed: 212.571 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.495 [Epoch 23][Batch 619], Speed: 219.390 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.495 [Epoch 23][Batch 629], Speed: 220.735 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.495 [Epoch 23][Batch 639], Speed: 212.712 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.494 [Epoch 23][Batch 649], Speed: 225.532 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.494 [Epoch 23][Batch 659], Speed: 214.039 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.494 [Epoch 23][Batch 669], Speed: 204.449 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.493 [Epoch 23][Batch 679], Speed: 214.936 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.493 [Epoch 23][Batch 689], Speed: 195.762 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.493 [Epoch 23][Batch 699], Speed: 222.089 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.493 [Epoch 23][Batch 709], Speed: 214.528 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.492 [Epoch 23][Batch 719], Speed: 217.434 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.492 [Epoch 23][Batch 729], Speed: 222.087 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.492 [Epoch 23][Batch 739], Speed: 193.188 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.492 [Epoch 23][Batch 749], Speed: 200.341 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.491 [Epoch 23][Batch 759], Speed: 221.833 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.491 [Epoch 23][Batch 769], Speed: 199.517 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.491 [Epoch 23][Batch 779], Speed: 221.290 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.491 [Epoch 23][Batch 789], Speed: 210.861 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.490 [Epoch 23][Batch 799], Speed: 223.617 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.490 [Epoch 23][Batch 809], Speed: 210.566 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.490 [Epoch 23][Batch 819], Speed: 210.535 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.490 [Epoch 23][Batch 829], Speed: 225.507 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.489 [Epoch 23][Batch 839], Speed: 189.369 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.489 [Epoch 23][Batch 849], Speed: 224.062 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.489 [Epoch 23][Batch 859], Speed: 220.085 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.489 [Epoch 23][Batch 869], Speed: 213.814 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.488 [Epoch 23][Batch 879], Speed: 214.424 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.488 [Epoch 23][Batch 889], Speed: 210.992 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.488 [Epoch 23][Batch 899], Speed: 203.588 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.488 [Epoch 23][Batch 909], Speed: 229.219 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.487 [Epoch 23][Batch 919], Speed: 213.220 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.487 [Epoch 23][Batch 929], Speed: 224.387 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.487 [Epoch 23][Batch 939], Speed: 222.032 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.486 [Epoch 23][Batch 949], Speed: 220.916 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.486 [Epoch 23][Batch 959], Speed: 206.499 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.486 [Epoch 23][Batch 969], Speed: 207.221 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.486 [Epoch 23][Batch 979], Speed: 202.423 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.233, HeatmapFocal=2.485 [Epoch 23][Batch 989], Speed: 218.352 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.485 [Epoch 23][Batch 999], Speed: 223.544 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.485 [Epoch 23][Batch 1009], Speed: 199.155 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.485 [Epoch 23][Batch 1019], Speed: 201.585 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.484 [Epoch 23][Batch 1029], Speed: 201.786 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.484 [Epoch 23][Batch 1039], Speed: 202.068 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.484 [Epoch 23][Batch 1049], Speed: 200.547 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.484 [Epoch 23][Batch 1059], Speed: 209.450 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.483 [Epoch 23][Batch 1069], Speed: 219.480 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.483 [Epoch 23][Batch 1079], Speed: 218.976 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.483 [Epoch 23][Batch 1089], Speed: 225.974 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.483 [Epoch 23][Batch 1099], Speed: 216.221 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.482 [Epoch 23][Batch 1109], Speed: 214.944 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.482 [Epoch 23][Batch 1119], Speed: 212.026 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.482 [Epoch 23][Batch 1129], Speed: 221.171 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.482 [Epoch 23][Batch 1139], Speed: 219.000 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.481 [Epoch 23][Batch 1149], Speed: 249.962 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.481 [Epoch 23][Batch 1159], Speed: 202.823 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.481 [Epoch 23][Batch 1169], Speed: 223.702 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.480 [Epoch 23][Batch 1179], Speed: 206.350 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.480 [Epoch 23][Batch 1189], Speed: 199.441 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.480 [Epoch 23][Batch 1199], Speed: 227.696 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.480 [Epoch 23][Batch 1209], Speed: 220.311 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.479 [Epoch 23][Batch 1219], Speed: 211.422 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.479 [Epoch 23] Training cost: 559.376, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.479 [Epoch 24][Batch 9], Speed: 196.163 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.234, HeatmapFocal=2.479 [Epoch 24][Batch 19], Speed: 221.907 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.479 [Epoch 24][Batch 29], Speed: 217.410 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.478 [Epoch 24][Batch 39], Speed: 218.796 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.478 [Epoch 24][Batch 49], Speed: 208.698 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.478 [Epoch 24][Batch 59], Speed: 229.805 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.478 [Epoch 24][Batch 69], Speed: 227.766 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.477 [Epoch 24][Batch 79], Speed: 221.160 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.233, HeatmapFocal=2.477 [Epoch 24][Batch 89], Speed: 225.778 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.477 [Epoch 24][Batch 99], Speed: 228.216 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.233, HeatmapFocal=2.477 [Epoch 24][Batch 109], Speed: 235.188 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.476 [Epoch 24][Batch 119], Speed: 230.551 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.476 [Epoch 24][Batch 129], Speed: 242.791 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.476 [Epoch 24][Batch 139], Speed: 199.762 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.476 [Epoch 24][Batch 149], Speed: 198.785 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.475 [Epoch 24][Batch 159], Speed: 231.998 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.475 [Epoch 24][Batch 169], Speed: 227.229 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.233, HeatmapFocal=2.475 [Epoch 24][Batch 179], Speed: 201.432 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.475 [Epoch 24][Batch 189], Speed: 233.117 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.474 [Epoch 24][Batch 199], Speed: 211.361 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.474 [Epoch 24][Batch 209], Speed: 227.298 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.474 [Epoch 24][Batch 219], Speed: 230.175 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.473 [Epoch 24][Batch 229], Speed: 228.571 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.473 [Epoch 24][Batch 239], Speed: 215.016 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.473 [Epoch 24][Batch 249], Speed: 236.043 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.473 [Epoch 24][Batch 259], Speed: 208.079 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.472 [Epoch 24][Batch 269], Speed: 218.758 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.472 [Epoch 24][Batch 279], Speed: 226.643 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.472 [Epoch 24][Batch 289], Speed: 210.419 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.233, HeatmapFocal=2.472 [Epoch 24][Batch 299], Speed: 224.306 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.471 [Epoch 24][Batch 309], Speed: 234.135 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.471 [Epoch 24][Batch 319], Speed: 217.660 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.471 [Epoch 24][Batch 329], Speed: 210.742 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.471 [Epoch 24][Batch 339], Speed: 218.204 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.470 [Epoch 24][Batch 349], Speed: 229.497 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.470 [Epoch 24][Batch 359], Speed: 222.286 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.470 [Epoch 24][Batch 369], Speed: 222.689 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.470 [Epoch 24][Batch 379], Speed: 211.823 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.469 [Epoch 24][Batch 389], Speed: 200.998 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.469 [Epoch 24][Batch 399], Speed: 222.061 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.469 [Epoch 24][Batch 409], Speed: 224.501 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.469 [Epoch 24][Batch 419], Speed: 198.222 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.233, HeatmapFocal=2.468 [Epoch 24][Batch 429], Speed: 233.168 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.468 [Epoch 24][Batch 439], Speed: 230.198 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.468 [Epoch 24][Batch 449], Speed: 185.958 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.468 [Epoch 24][Batch 459], Speed: 220.147 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.467 [Epoch 24][Batch 469], Speed: 201.070 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.467 [Epoch 24][Batch 479], Speed: 220.539 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.467 [Epoch 24][Batch 489], Speed: 232.195 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.467 [Epoch 24][Batch 499], Speed: 206.730 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.466 [Epoch 24][Batch 509], Speed: 226.400 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.466 [Epoch 24][Batch 519], Speed: 224.693 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.466 [Epoch 24][Batch 529], Speed: 193.957 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.466 [Epoch 24][Batch 539], Speed: 220.072 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.233, HeatmapFocal=2.465 [Epoch 24][Batch 549], Speed: 231.822 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.465 [Epoch 24][Batch 559], Speed: 234.675 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.465 [Epoch 24][Batch 569], Speed: 221.726 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.465 [Epoch 24][Batch 579], Speed: 226.864 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.464 [Epoch 24][Batch 589], Speed: 206.282 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.464 [Epoch 24][Batch 599], Speed: 207.137 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.464 [Epoch 24][Batch 609], Speed: 218.853 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.464 [Epoch 24][Batch 619], Speed: 223.810 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.463 [Epoch 24][Batch 629], Speed: 193.647 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.463 [Epoch 24][Batch 639], Speed: 181.769 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.463 [Epoch 24][Batch 649], Speed: 199.009 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.463 [Epoch 24][Batch 659], Speed: 208.191 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.462 [Epoch 24][Batch 669], Speed: 220.474 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.462 [Epoch 24][Batch 679], Speed: 221.865 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.462 [Epoch 24][Batch 689], Speed: 221.353 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.462 [Epoch 24][Batch 699], Speed: 215.100 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.461 [Epoch 24][Batch 709], Speed: 221.812 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.461 [Epoch 24][Batch 719], Speed: 201.897 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.461 [Epoch 24][Batch 729], Speed: 215.951 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.461 [Epoch 24][Batch 739], Speed: 227.907 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.460 [Epoch 24][Batch 749], Speed: 223.335 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.460 [Epoch 24][Batch 759], Speed: 228.817 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.460 [Epoch 24][Batch 769], Speed: 212.745 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.460 [Epoch 24][Batch 779], Speed: 212.092 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.459 [Epoch 24][Batch 789], Speed: 233.509 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.459 [Epoch 24][Batch 799], Speed: 213.604 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.459 [Epoch 24][Batch 809], Speed: 213.989 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.459 [Epoch 24][Batch 819], Speed: 200.774 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.458 [Epoch 24][Batch 829], Speed: 211.021 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.458 [Epoch 24][Batch 839], Speed: 184.409 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.458 [Epoch 24][Batch 849], Speed: 225.364 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.458 [Epoch 24][Batch 859], Speed: 231.487 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.457 [Epoch 24][Batch 869], Speed: 212.572 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.457 [Epoch 24][Batch 879], Speed: 219.321 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.457 [Epoch 24][Batch 889], Speed: 213.877 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.457 [Epoch 24][Batch 899], Speed: 204.934 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.456 [Epoch 24][Batch 909], Speed: 232.931 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.456 [Epoch 24][Batch 919], Speed: 221.118 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.456 [Epoch 24][Batch 929], Speed: 202.371 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.456 [Epoch 24][Batch 939], Speed: 223.746 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.455 [Epoch 24][Batch 949], Speed: 224.808 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.455 [Epoch 24][Batch 959], Speed: 210.863 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.455 [Epoch 24][Batch 969], Speed: 223.832 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.455 [Epoch 24][Batch 979], Speed: 229.918 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.454 [Epoch 24][Batch 989], Speed: 217.072 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.454 [Epoch 24][Batch 999], Speed: 220.395 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.454 [Epoch 24][Batch 1009], Speed: 219.256 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.454 [Epoch 24][Batch 1019], Speed: 212.791 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.453 [Epoch 24][Batch 1029], Speed: 219.765 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.453 [Epoch 24][Batch 1039], Speed: 204.167 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.453 [Epoch 24][Batch 1049], Speed: 225.755 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.453 [Epoch 24][Batch 1059], Speed: 227.112 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.452 [Epoch 24][Batch 1069], Speed: 209.589 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.452 [Epoch 24][Batch 1079], Speed: 192.935 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.452 [Epoch 24][Batch 1089], Speed: 223.676 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.452 [Epoch 24][Batch 1099], Speed: 219.605 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.451 [Epoch 24][Batch 1109], Speed: 207.796 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.451 [Epoch 24][Batch 1119], Speed: 212.286 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.451 [Epoch 24][Batch 1129], Speed: 216.019 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.451 [Epoch 24][Batch 1139], Speed: 208.109 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.451 [Epoch 24][Batch 1149], Speed: 234.668 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.450 [Epoch 24][Batch 1159], Speed: 225.941 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.450 [Epoch 24][Batch 1169], Speed: 219.818 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.450 [Epoch 24][Batch 1179], Speed: 212.209 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.450 [Epoch 24][Batch 1189], Speed: 215.717 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.449 [Epoch 24][Batch 1199], Speed: 230.228 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.449 [Epoch 24][Batch 1209], Speed: 197.721 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.449 [Epoch 24][Batch 1219], Speed: 211.327 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.449 [Epoch 24] Training cost: 556.826, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.449 [Epoch 25][Batch 9], Speed: 179.329 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.448 [Epoch 25][Batch 19], Speed: 218.897 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.448 [Epoch 25][Batch 29], Speed: 213.648 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.448 [Epoch 25][Batch 39], Speed: 206.349 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.448 [Epoch 25][Batch 49], Speed: 213.309 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.447 [Epoch 25][Batch 59], Speed: 203.150 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.447 [Epoch 25][Batch 69], Speed: 223.768 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.447 [Epoch 25][Batch 79], Speed: 203.329 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.447 [Epoch 25][Batch 89], Speed: 217.917 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.446 [Epoch 25][Batch 99], Speed: 223.841 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.446 [Epoch 25][Batch 109], Speed: 228.276 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.446 [Epoch 25][Batch 119], Speed: 216.464 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.446 [Epoch 25][Batch 129], Speed: 220.474 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.445 [Epoch 25][Batch 139], Speed: 195.893 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.445 [Epoch 25][Batch 149], Speed: 200.571 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.445 [Epoch 25][Batch 159], Speed: 193.929 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.445 [Epoch 25][Batch 169], Speed: 198.665 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.444 [Epoch 25][Batch 179], Speed: 206.547 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.444 [Epoch 25][Batch 189], Speed: 201.262 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.444 [Epoch 25][Batch 199], Speed: 213.051 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.444 [Epoch 25][Batch 209], Speed: 205.645 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.443 [Epoch 25][Batch 219], Speed: 200.771 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.443 [Epoch 25][Batch 229], Speed: 230.282 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.443 [Epoch 25][Batch 239], Speed: 202.507 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.443 [Epoch 25][Batch 249], Speed: 214.980 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.443 [Epoch 25][Batch 259], Speed: 209.016 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.442 [Epoch 25][Batch 269], Speed: 205.822 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.442 [Epoch 25][Batch 279], Speed: 196.819 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.442 [Epoch 25][Batch 289], Speed: 205.184 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.442 [Epoch 25][Batch 299], Speed: 226.704 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.441 [Epoch 25][Batch 309], Speed: 219.757 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.441 [Epoch 25][Batch 319], Speed: 223.397 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.441 [Epoch 25][Batch 329], Speed: 207.927 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.441 [Epoch 25][Batch 339], Speed: 220.164 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.440 [Epoch 25][Batch 349], Speed: 229.433 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.440 [Epoch 25][Batch 359], Speed: 224.211 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.440 [Epoch 25][Batch 369], Speed: 230.402 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.440 [Epoch 25][Batch 379], Speed: 218.121 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.439 [Epoch 25][Batch 389], Speed: 205.456 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.439 [Epoch 25][Batch 399], Speed: 221.100 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.439 [Epoch 25][Batch 409], Speed: 230.950 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.439 [Epoch 25][Batch 419], Speed: 236.060 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.438 [Epoch 25][Batch 429], Speed: 230.410 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.438 [Epoch 25][Batch 439], Speed: 194.573 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.438 [Epoch 25][Batch 449], Speed: 213.504 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.438 [Epoch 25][Batch 459], Speed: 198.241 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.438 [Epoch 25][Batch 469], Speed: 211.495 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.437 [Epoch 25][Batch 479], Speed: 228.322 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.437 [Epoch 25][Batch 489], Speed: 215.226 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.437 [Epoch 25][Batch 499], Speed: 203.912 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.437 [Epoch 25][Batch 509], Speed: 211.486 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.436 [Epoch 25][Batch 519], Speed: 197.286 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.436 [Epoch 25][Batch 529], Speed: 229.326 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.436 [Epoch 25][Batch 539], Speed: 202.648 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.436 [Epoch 25][Batch 549], Speed: 219.704 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.435 [Epoch 25][Batch 559], Speed: 215.962 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.435 [Epoch 25][Batch 569], Speed: 216.075 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.435 [Epoch 25][Batch 579], Speed: 217.423 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.435 [Epoch 25][Batch 589], Speed: 207.855 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.434 [Epoch 25][Batch 599], Speed: 219.349 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.434 [Epoch 25][Batch 609], Speed: 224.608 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.434 [Epoch 25][Batch 619], Speed: 221.980 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.434 [Epoch 25][Batch 629], Speed: 203.290 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.434 [Epoch 25][Batch 639], Speed: 198.399 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.433 [Epoch 25][Batch 649], Speed: 226.121 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.433 [Epoch 25][Batch 659], Speed: 216.799 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.433 [Epoch 25][Batch 669], Speed: 225.823 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.433 [Epoch 25][Batch 679], Speed: 214.709 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.432 [Epoch 25][Batch 689], Speed: 211.984 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.432 [Epoch 25][Batch 699], Speed: 212.297 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.432 [Epoch 25][Batch 709], Speed: 230.805 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.432 [Epoch 25][Batch 719], Speed: 196.323 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.431 [Epoch 25][Batch 729], Speed: 213.631 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.431 [Epoch 25][Batch 739], Speed: 221.754 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.431 [Epoch 25][Batch 749], Speed: 231.631 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.431 [Epoch 25][Batch 759], Speed: 220.584 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.431 [Epoch 25][Batch 769], Speed: 234.592 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.430 [Epoch 25][Batch 779], Speed: 197.482 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.430 [Epoch 25][Batch 789], Speed: 221.010 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.430 [Epoch 25][Batch 799], Speed: 224.725 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.430 [Epoch 25][Batch 809], Speed: 220.175 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.429 [Epoch 25][Batch 819], Speed: 187.919 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.429 [Epoch 25][Batch 829], Speed: 209.877 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.429 [Epoch 25][Batch 839], Speed: 231.999 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.429 [Epoch 25][Batch 849], Speed: 217.441 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.428 [Epoch 25][Batch 859], Speed: 210.691 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.428 [Epoch 25][Batch 869], Speed: 215.106 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.428 [Epoch 25][Batch 879], Speed: 216.424 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.428 [Epoch 25][Batch 889], Speed: 229.660 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.428 [Epoch 25][Batch 899], Speed: 195.694 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.427 [Epoch 25][Batch 909], Speed: 222.094 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.427 [Epoch 25][Batch 919], Speed: 224.770 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.427 [Epoch 25][Batch 929], Speed: 217.834 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.427 [Epoch 25][Batch 939], Speed: 216.544 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.426 [Epoch 25][Batch 949], Speed: 227.367 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.426 [Epoch 25][Batch 959], Speed: 214.953 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.426 [Epoch 25][Batch 969], Speed: 216.026 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.426 [Epoch 25][Batch 979], Speed: 197.121 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.425 [Epoch 25][Batch 989], Speed: 212.255 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.425 [Epoch 25][Batch 999], Speed: 222.377 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.425 [Epoch 25][Batch 1009], Speed: 220.785 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.425 [Epoch 25][Batch 1019], Speed: 212.773 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.425 [Epoch 25][Batch 1029], Speed: 210.472 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.424 [Epoch 25][Batch 1039], Speed: 216.607 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.424 [Epoch 25][Batch 1049], Speed: 215.014 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.424 [Epoch 25][Batch 1059], Speed: 220.143 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.424 [Epoch 25][Batch 1069], Speed: 234.330 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.423 [Epoch 25][Batch 1079], Speed: 223.871 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.423 [Epoch 25][Batch 1089], Speed: 208.996 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.423 [Epoch 25][Batch 1099], Speed: 213.543 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.423 [Epoch 25][Batch 1109], Speed: 219.941 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.423 [Epoch 25][Batch 1119], Speed: 211.312 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.422 [Epoch 25][Batch 1129], Speed: 225.490 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.422 [Epoch 25][Batch 1139], Speed: 211.862 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.422 [Epoch 25][Batch 1149], Speed: 225.435 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.422 [Epoch 25][Batch 1159], Speed: 203.457 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.421 [Epoch 25][Batch 1169], Speed: 204.935 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.421 [Epoch 25][Batch 1179], Speed: 217.523 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.421 [Epoch 25][Batch 1189], Speed: 210.296 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.421 [Epoch 25][Batch 1199], Speed: 190.239 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.421 [Epoch 25][Batch 1209], Speed: 211.215 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.420 [Epoch 25][Batch 1219], Speed: 221.566 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.420 [Epoch 25] Training cost: 559.749, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.420 [Epoch 26][Batch 9], Speed: 195.521 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.230, HeatmapFocal=2.420 [Epoch 26][Batch 19], Speed: 206.055 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.420 [Epoch 26][Batch 29], Speed: 199.029 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.419 [Epoch 26][Batch 39], Speed: 207.504 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.419 [Epoch 26][Batch 49], Speed: 221.400 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.419 [Epoch 26][Batch 59], Speed: 219.941 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.419 [Epoch 26][Batch 69], Speed: 236.051 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.418 [Epoch 26][Batch 79], Speed: 213.287 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.418 [Epoch 26][Batch 89], Speed: 210.102 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.418 [Epoch 26][Batch 99], Speed: 227.348 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.418 [Epoch 26][Batch 109], Speed: 222.810 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.418 [Epoch 26][Batch 119], Speed: 208.822 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.417 [Epoch 26][Batch 129], Speed: 230.738 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.417 [Epoch 26][Batch 139], Speed: 230.882 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.417 [Epoch 26][Batch 149], Speed: 199.148 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.417 [Epoch 26][Batch 159], Speed: 220.853 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.416 [Epoch 26][Batch 169], Speed: 218.401 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.416 [Epoch 26][Batch 179], Speed: 226.096 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.416 [Epoch 26][Batch 189], Speed: 220.019 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.416 [Epoch 26][Batch 199], Speed: 202.060 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.415 [Epoch 26][Batch 209], Speed: 222.243 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.415 [Epoch 26][Batch 219], Speed: 223.734 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.415 [Epoch 26][Batch 229], Speed: 221.133 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.415 [Epoch 26][Batch 239], Speed: 207.886 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.415 [Epoch 26][Batch 249], Speed: 216.245 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.414 [Epoch 26][Batch 259], Speed: 216.596 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.414 [Epoch 26][Batch 269], Speed: 214.094 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.414 [Epoch 26][Batch 279], Speed: 223.311 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.414 [Epoch 26][Batch 289], Speed: 204.216 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.413 [Epoch 26][Batch 299], Speed: 225.853 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.413 [Epoch 26][Batch 309], Speed: 204.253 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.413 [Epoch 26][Batch 319], Speed: 224.354 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.413 [Epoch 26][Batch 329], Speed: 203.080 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.413 [Epoch 26][Batch 339], Speed: 222.836 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.412 [Epoch 26][Batch 349], Speed: 225.324 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.412 [Epoch 26][Batch 359], Speed: 210.288 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.412 [Epoch 26][Batch 369], Speed: 187.985 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.412 [Epoch 26][Batch 379], Speed: 213.139 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.411 [Epoch 26][Batch 389], Speed: 188.899 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.411 [Epoch 26][Batch 399], Speed: 217.896 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.411 [Epoch 26][Batch 409], Speed: 200.260 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.411 [Epoch 26][Batch 419], Speed: 219.325 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.411 [Epoch 26][Batch 429], Speed: 200.897 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.410 [Epoch 26][Batch 439], Speed: 220.429 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.410 [Epoch 26][Batch 449], Speed: 212.258 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.410 [Epoch 26][Batch 459], Speed: 217.046 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.410 [Epoch 26][Batch 469], Speed: 221.060 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.409 [Epoch 26][Batch 479], Speed: 210.448 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.409 [Epoch 26][Batch 489], Speed: 227.628 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.409 [Epoch 26][Batch 499], Speed: 197.902 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.409 [Epoch 26][Batch 509], Speed: 212.289 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.409 [Epoch 26][Batch 519], Speed: 220.463 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.408 [Epoch 26][Batch 529], Speed: 195.555 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.408 [Epoch 26][Batch 539], Speed: 220.334 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.408 [Epoch 26][Batch 549], Speed: 224.392 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.408 [Epoch 26][Batch 559], Speed: 218.521 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.407 [Epoch 26][Batch 569], Speed: 212.299 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.407 [Epoch 26][Batch 579], Speed: 218.603 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.407 [Epoch 26][Batch 589], Speed: 206.386 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.407 [Epoch 26][Batch 599], Speed: 209.033 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.407 [Epoch 26][Batch 609], Speed: 225.222 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.406 [Epoch 26][Batch 619], Speed: 192.181 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.406 [Epoch 26][Batch 629], Speed: 218.532 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.406 [Epoch 26][Batch 639], Speed: 215.116 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.406 [Epoch 26][Batch 649], Speed: 227.442 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.406 [Epoch 26][Batch 659], Speed: 219.739 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.405 [Epoch 26][Batch 669], Speed: 206.794 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.405 [Epoch 26][Batch 679], Speed: 207.575 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.405 [Epoch 26][Batch 689], Speed: 214.028 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.405 [Epoch 26][Batch 699], Speed: 204.356 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.404 [Epoch 26][Batch 709], Speed: 222.438 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.404 [Epoch 26][Batch 719], Speed: 204.463 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.404 [Epoch 26][Batch 729], Speed: 214.524 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.404 [Epoch 26][Batch 739], Speed: 219.014 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.404 [Epoch 26][Batch 749], Speed: 223.414 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.403 [Epoch 26][Batch 759], Speed: 216.245 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.403 [Epoch 26][Batch 769], Speed: 221.111 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.403 [Epoch 26][Batch 779], Speed: 210.057 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.403 [Epoch 26][Batch 789], Speed: 196.196 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.403 [Epoch 26][Batch 799], Speed: 207.682 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.402 [Epoch 26][Batch 809], Speed: 211.102 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.402 [Epoch 26][Batch 819], Speed: 230.166 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.402 [Epoch 26][Batch 829], Speed: 226.647 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.402 [Epoch 26][Batch 839], Speed: 204.106 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.401 [Epoch 26][Batch 849], Speed: 202.483 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.401 [Epoch 26][Batch 859], Speed: 210.237 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.401 [Epoch 26][Batch 869], Speed: 214.336 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.401 [Epoch 26][Batch 879], Speed: 224.018 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.401 [Epoch 26][Batch 889], Speed: 221.339 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.400 [Epoch 26][Batch 899], Speed: 216.115 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.400 [Epoch 26][Batch 909], Speed: 214.189 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.400 [Epoch 26][Batch 919], Speed: 221.111 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.400 [Epoch 26][Batch 929], Speed: 212.836 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.400 [Epoch 26][Batch 939], Speed: 226.360 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.399 [Epoch 26][Batch 949], Speed: 220.315 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.399 [Epoch 26][Batch 959], Speed: 206.048 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.399 [Epoch 26][Batch 969], Speed: 216.335 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.399 [Epoch 26][Batch 979], Speed: 219.439 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.398 [Epoch 26][Batch 989], Speed: 220.587 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.398 [Epoch 26][Batch 999], Speed: 229.164 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.398 [Epoch 26][Batch 1009], Speed: 217.221 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.398 [Epoch 26][Batch 1019], Speed: 191.371 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.398 [Epoch 26][Batch 1029], Speed: 205.753 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.397 [Epoch 26][Batch 1039], Speed: 198.514 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.397 [Epoch 26][Batch 1049], Speed: 193.726 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.397 [Epoch 26][Batch 1059], Speed: 222.306 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.397 [Epoch 26][Batch 1069], Speed: 222.570 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.397 [Epoch 26][Batch 1079], Speed: 200.730 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.396 [Epoch 26][Batch 1089], Speed: 208.945 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.396 [Epoch 26][Batch 1099], Speed: 203.198 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.396 [Epoch 26][Batch 1109], Speed: 196.015 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.396 [Epoch 26][Batch 1119], Speed: 219.667 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.395 [Epoch 26][Batch 1129], Speed: 208.964 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.395 [Epoch 26][Batch 1139], Speed: 216.780 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.395 [Epoch 26][Batch 1149], Speed: 215.207 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.395 [Epoch 26][Batch 1159], Speed: 215.055 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.395 [Epoch 26][Batch 1169], Speed: 228.046 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.394 [Epoch 26][Batch 1179], Speed: 203.885 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.394 [Epoch 26][Batch 1189], Speed: 199.111 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.394 [Epoch 26][Batch 1199], Speed: 212.879 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.394 [Epoch 26][Batch 1209], Speed: 225.646 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.394 [Epoch 26][Batch 1219], Speed: 203.272 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.393 [Epoch 26] Training cost: 559.582, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.393 [Epoch 27][Batch 9], Speed: 209.094 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.393 [Epoch 27][Batch 19], Speed: 210.870 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.393 [Epoch 27][Batch 29], Speed: 229.973 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.393 [Epoch 27][Batch 39], Speed: 223.506 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.392 [Epoch 27][Batch 49], Speed: 220.779 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.392 [Epoch 27][Batch 59], Speed: 201.250 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.392 [Epoch 27][Batch 69], Speed: 225.615 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.392 [Epoch 27][Batch 79], Speed: 229.797 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.392 [Epoch 27][Batch 89], Speed: 199.841 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.231, HeatmapFocal=2.391 [Epoch 27][Batch 99], Speed: 224.618 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.391 [Epoch 27][Batch 109], Speed: 205.611 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.231, HeatmapFocal=2.391 [Epoch 27][Batch 119], Speed: 222.706 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.391 [Epoch 27][Batch 129], Speed: 226.390 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.390 [Epoch 27][Batch 139], Speed: 220.131 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.390 [Epoch 27][Batch 149], Speed: 225.505 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.390 [Epoch 27][Batch 159], Speed: 203.063 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.390 [Epoch 27][Batch 169], Speed: 216.103 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.390 [Epoch 27][Batch 179], Speed: 217.256 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.389 [Epoch 27][Batch 189], Speed: 217.281 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.389 [Epoch 27][Batch 199], Speed: 240.399 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.389 [Epoch 27][Batch 209], Speed: 225.582 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.389 [Epoch 27][Batch 219], Speed: 216.008 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.388 [Epoch 27][Batch 229], Speed: 210.799 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.388 [Epoch 27][Batch 239], Speed: 222.008 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.388 [Epoch 27][Batch 249], Speed: 217.107 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.388 [Epoch 27][Batch 259], Speed: 230.801 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.388 [Epoch 27][Batch 269], Speed: 205.499 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.387 [Epoch 27][Batch 279], Speed: 226.857 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.387 [Epoch 27][Batch 289], Speed: 224.263 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.387 [Epoch 27][Batch 299], Speed: 224.210 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.387 [Epoch 27][Batch 309], Speed: 235.828 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.387 [Epoch 27][Batch 319], Speed: 239.027 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.386 [Epoch 27][Batch 329], Speed: 208.197 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.386 [Epoch 27][Batch 339], Speed: 229.622 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.386 [Epoch 27][Batch 349], Speed: 207.961 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.386 [Epoch 27][Batch 359], Speed: 194.956 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.386 [Epoch 27][Batch 369], Speed: 229.347 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.385 [Epoch 27][Batch 379], Speed: 212.360 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.385 [Epoch 27][Batch 389], Speed: 204.702 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.385 [Epoch 27][Batch 399], Speed: 230.382 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.385 [Epoch 27][Batch 409], Speed: 228.050 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.232, HeatmapFocal=2.385 [Epoch 27][Batch 419], Speed: 216.173 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.384 [Epoch 27][Batch 429], Speed: 231.991 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.384 [Epoch 27][Batch 439], Speed: 222.594 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.384 [Epoch 27][Batch 449], Speed: 210.295 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.384 [Epoch 27][Batch 459], Speed: 232.581 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.384 [Epoch 27][Batch 469], Speed: 225.543 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.383 [Epoch 27][Batch 479], Speed: 211.819 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.383 [Epoch 27][Batch 489], Speed: 202.201 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.383 [Epoch 27][Batch 499], Speed: 198.110 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.383 [Epoch 27][Batch 509], Speed: 217.994 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.383 [Epoch 27][Batch 519], Speed: 223.607 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.382 [Epoch 27][Batch 529], Speed: 223.218 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.382 [Epoch 27][Batch 539], Speed: 215.139 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.382 [Epoch 27][Batch 549], Speed: 209.803 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.382 [Epoch 27][Batch 559], Speed: 225.135 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.381 [Epoch 27][Batch 569], Speed: 224.125 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.381 [Epoch 27][Batch 579], Speed: 223.018 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.381 [Epoch 27][Batch 589], Speed: 179.839 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.381 [Epoch 27][Batch 599], Speed: 202.684 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.381 [Epoch 27][Batch 609], Speed: 232.380 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.380 [Epoch 27][Batch 619], Speed: 225.913 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.380 [Epoch 27][Batch 629], Speed: 219.705 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.380 [Epoch 27][Batch 639], Speed: 227.770 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.380 [Epoch 27][Batch 649], Speed: 225.131 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.380 [Epoch 27][Batch 659], Speed: 212.617 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.379 [Epoch 27][Batch 669], Speed: 239.722 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.379 [Epoch 27][Batch 679], Speed: 217.299 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.379 [Epoch 27][Batch 689], Speed: 218.647 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.379 [Epoch 27][Batch 699], Speed: 225.352 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.379 [Epoch 27][Batch 709], Speed: 226.440 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.378 [Epoch 27][Batch 719], Speed: 211.142 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.378 [Epoch 27][Batch 729], Speed: 230.854 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.378 [Epoch 27][Batch 739], Speed: 228.412 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.378 [Epoch 27][Batch 749], Speed: 214.297 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.378 [Epoch 27][Batch 759], Speed: 222.226 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.377 [Epoch 27][Batch 769], Speed: 216.230 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.377 [Epoch 27][Batch 779], Speed: 203.826 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.377 [Epoch 27][Batch 789], Speed: 201.038 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.377 [Epoch 27][Batch 799], Speed: 235.253 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.377 [Epoch 27][Batch 809], Speed: 213.444 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.376 [Epoch 27][Batch 819], Speed: 222.598 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.376 [Epoch 27][Batch 829], Speed: 192.800 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.376 [Epoch 27][Batch 839], Speed: 204.675 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.376 [Epoch 27][Batch 849], Speed: 233.792 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.376 [Epoch 27][Batch 859], Speed: 233.266 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.375 [Epoch 27][Batch 869], Speed: 224.969 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.375 [Epoch 27][Batch 879], Speed: 226.786 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.375 [Epoch 27][Batch 889], Speed: 209.568 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.375 [Epoch 27][Batch 899], Speed: 194.056 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.375 [Epoch 27][Batch 909], Speed: 211.609 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.374 [Epoch 27][Batch 919], Speed: 230.511 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.374 [Epoch 27][Batch 929], Speed: 217.322 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.374 [Epoch 27][Batch 939], Speed: 228.784 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.374 [Epoch 27][Batch 949], Speed: 211.558 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.374 [Epoch 27][Batch 959], Speed: 169.812 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.373 [Epoch 27][Batch 969], Speed: 209.250 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.373 [Epoch 27][Batch 979], Speed: 231.571 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.373 [Epoch 27][Batch 989], Speed: 221.206 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.373 [Epoch 27][Batch 999], Speed: 220.822 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.373 [Epoch 27][Batch 1009], Speed: 190.414 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.372 [Epoch 27][Batch 1019], Speed: 203.391 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.372 [Epoch 27][Batch 1029], Speed: 233.336 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.372 [Epoch 27][Batch 1039], Speed: 230.570 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.372 [Epoch 27][Batch 1049], Speed: 220.050 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.372 [Epoch 27][Batch 1059], Speed: 219.193 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.371 [Epoch 27][Batch 1069], Speed: 221.180 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.371 [Epoch 27][Batch 1079], Speed: 213.126 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.371 [Epoch 27][Batch 1089], Speed: 229.613 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.371 [Epoch 27][Batch 1099], Speed: 236.348 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.371 [Epoch 27][Batch 1109], Speed: 209.212 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.370 [Epoch 27][Batch 1119], Speed: 217.231 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.370 [Epoch 27][Batch 1129], Speed: 204.760 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.370 [Epoch 27][Batch 1139], Speed: 242.152 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.370 [Epoch 27][Batch 1149], Speed: 260.566 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.370 [Epoch 27][Batch 1159], Speed: 220.561 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.369 [Epoch 27][Batch 1169], Speed: 215.491 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.369 [Epoch 27][Batch 1179], Speed: 212.669 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.369 [Epoch 27][Batch 1189], Speed: 198.770 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.369 [Epoch 27][Batch 1199], Speed: 227.019 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.369 [Epoch 27][Batch 1209], Speed: 217.373 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.368 [Epoch 27][Batch 1219], Speed: 185.844 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.368 [Epoch 27] Training cost: 559.368, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.368 [Epoch 28][Batch 9], Speed: 209.423 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.233, HeatmapFocal=2.368 [Epoch 28][Batch 19], Speed: 206.236 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.232, HeatmapFocal=2.368 [Epoch 28][Batch 29], Speed: 226.149 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.368 [Epoch 28][Batch 39], Speed: 207.050 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.367 [Epoch 28][Batch 49], Speed: 214.643 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.367 [Epoch 28][Batch 59], Speed: 210.760 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.367 [Epoch 28][Batch 69], Speed: 212.461 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.367 [Epoch 28][Batch 79], Speed: 207.262 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.232, HeatmapFocal=2.367 [Epoch 28][Batch 89], Speed: 229.696 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.366 [Epoch 28][Batch 99], Speed: 205.822 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.366 [Epoch 28][Batch 109], Speed: 230.878 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.366 [Epoch 28][Batch 119], Speed: 193.365 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.366 [Epoch 28][Batch 129], Speed: 215.956 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.366 [Epoch 28][Batch 139], Speed: 225.481 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.365 [Epoch 28][Batch 149], Speed: 222.806 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.365 [Epoch 28][Batch 159], Speed: 218.766 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.365 [Epoch 28][Batch 169], Speed: 209.942 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.365 [Epoch 28][Batch 179], Speed: 214.692 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.231, HeatmapFocal=2.364 [Epoch 28][Batch 189], Speed: 219.030 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.364 [Epoch 28][Batch 199], Speed: 224.580 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.364 [Epoch 28][Batch 209], Speed: 206.339 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.364 [Epoch 28][Batch 219], Speed: 222.043 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.364 [Epoch 28][Batch 229], Speed: 218.381 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.364 [Epoch 28][Batch 239], Speed: 197.183 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.363 [Epoch 28][Batch 249], Speed: 219.482 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.363 [Epoch 28][Batch 259], Speed: 225.042 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.363 [Epoch 28][Batch 269], Speed: 220.735 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.363 [Epoch 28][Batch 279], Speed: 203.659 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.363 [Epoch 28][Batch 289], Speed: 218.032 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.362 [Epoch 28][Batch 299], Speed: 203.988 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.362 [Epoch 28][Batch 309], Speed: 234.000 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.362 [Epoch 28][Batch 319], Speed: 233.784 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.362 [Epoch 28][Batch 329], Speed: 224.596 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.362 [Epoch 28][Batch 339], Speed: 210.791 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.361 [Epoch 28][Batch 349], Speed: 206.300 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.361 [Epoch 28][Batch 359], Speed: 214.148 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.361 [Epoch 28][Batch 369], Speed: 209.404 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.361 [Epoch 28][Batch 379], Speed: 212.439 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.361 [Epoch 28][Batch 389], Speed: 204.806 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.360 [Epoch 28][Batch 399], Speed: 211.013 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.360 [Epoch 28][Batch 409], Speed: 212.556 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.360 [Epoch 28][Batch 419], Speed: 215.394 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.360 [Epoch 28][Batch 429], Speed: 198.029 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.360 [Epoch 28][Batch 439], Speed: 210.583 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.359 [Epoch 28][Batch 449], Speed: 197.558 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.359 [Epoch 28][Batch 459], Speed: 217.076 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.359 [Epoch 28][Batch 469], Speed: 225.123 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.359 [Epoch 28][Batch 479], Speed: 225.718 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.359 [Epoch 28][Batch 489], Speed: 229.530 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.358 [Epoch 28][Batch 499], Speed: 202.183 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.358 [Epoch 28][Batch 509], Speed: 207.580 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.358 [Epoch 28][Batch 519], Speed: 196.744 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.358 [Epoch 28][Batch 529], Speed: 215.162 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.358 [Epoch 28][Batch 539], Speed: 235.271 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.357 [Epoch 28][Batch 549], Speed: 211.400 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.357 [Epoch 28][Batch 559], Speed: 204.911 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.357 [Epoch 28][Batch 569], Speed: 191.427 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.357 [Epoch 28][Batch 579], Speed: 211.249 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.357 [Epoch 28][Batch 589], Speed: 223.057 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.356 [Epoch 28][Batch 599], Speed: 240.128 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.356 [Epoch 28][Batch 609], Speed: 224.364 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.356 [Epoch 28][Batch 619], Speed: 204.770 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.356 [Epoch 28][Batch 629], Speed: 195.541 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.356 [Epoch 28][Batch 639], Speed: 209.483 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.356 [Epoch 28][Batch 649], Speed: 207.528 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.355 [Epoch 28][Batch 659], Speed: 199.672 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.355 [Epoch 28][Batch 669], Speed: 228.629 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.355 [Epoch 28][Batch 679], Speed: 207.300 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.355 [Epoch 28][Batch 689], Speed: 217.023 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.355 [Epoch 28][Batch 699], Speed: 209.185 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.354 [Epoch 28][Batch 709], Speed: 219.679 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.354 [Epoch 28][Batch 719], Speed: 201.728 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.354 [Epoch 28][Batch 729], Speed: 217.405 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.354 [Epoch 28][Batch 739], Speed: 213.232 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.354 [Epoch 28][Batch 749], Speed: 217.221 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.353 [Epoch 28][Batch 759], Speed: 215.023 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.353 [Epoch 28][Batch 769], Speed: 202.977 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.353 [Epoch 28][Batch 779], Speed: 225.256 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.353 [Epoch 28][Batch 789], Speed: 210.179 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.353 [Epoch 28][Batch 799], Speed: 207.216 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.352 [Epoch 28][Batch 809], Speed: 210.801 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.352 [Epoch 28][Batch 819], Speed: 213.232 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.352 [Epoch 28][Batch 829], Speed: 218.671 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.352 [Epoch 28][Batch 839], Speed: 218.342 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.352 [Epoch 28][Batch 849], Speed: 215.259 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.351 [Epoch 28][Batch 859], Speed: 209.509 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.351 [Epoch 28][Batch 869], Speed: 224.314 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.351 [Epoch 28][Batch 879], Speed: 219.204 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.351 [Epoch 28][Batch 889], Speed: 215.552 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.351 [Epoch 28][Batch 899], Speed: 213.273 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.351 [Epoch 28][Batch 909], Speed: 240.526 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.350 [Epoch 28][Batch 919], Speed: 212.603 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.350 [Epoch 28][Batch 929], Speed: 206.017 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.350 [Epoch 28][Batch 939], Speed: 212.278 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.350 [Epoch 28][Batch 949], Speed: 215.948 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.350 [Epoch 28][Batch 959], Speed: 210.090 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.349 [Epoch 28][Batch 969], Speed: 210.939 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.349 [Epoch 28][Batch 979], Speed: 215.398 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.349 [Epoch 28][Batch 989], Speed: 217.768 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.349 [Epoch 28][Batch 999], Speed: 218.213 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.349 [Epoch 28][Batch 1009], Speed: 203.474 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.348 [Epoch 28][Batch 1019], Speed: 211.213 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.348 [Epoch 28][Batch 1029], Speed: 208.136 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.348 [Epoch 28][Batch 1039], Speed: 198.963 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.348 [Epoch 28][Batch 1049], Speed: 203.543 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.348 [Epoch 28][Batch 1059], Speed: 198.852 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.347 [Epoch 28][Batch 1069], Speed: 215.557 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.347 [Epoch 28][Batch 1079], Speed: 209.693 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.232, HeatmapFocal=2.347 [Epoch 28][Batch 1089], Speed: 212.942 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.347 [Epoch 28][Batch 1099], Speed: 225.430 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.347 [Epoch 28][Batch 1109], Speed: 228.682 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.347 [Epoch 28][Batch 1119], Speed: 210.904 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.346 [Epoch 28][Batch 1129], Speed: 209.929 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.346 [Epoch 28][Batch 1139], Speed: 240.148 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.346 [Epoch 28][Batch 1149], Speed: 233.382 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.346 [Epoch 28][Batch 1159], Speed: 228.291 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.346 [Epoch 28][Batch 1169], Speed: 235.993 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.345 [Epoch 28][Batch 1179], Speed: 216.408 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.345 [Epoch 28][Batch 1189], Speed: 217.149 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.345 [Epoch 28][Batch 1199], Speed: 236.706 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.345 [Epoch 28][Batch 1209], Speed: 206.217 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.345 [Epoch 28][Batch 1219], Speed: 239.434 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.344 [Epoch 28] Training cost: 558.319, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.344 [Epoch 29][Batch 9], Speed: 199.943 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.344 [Epoch 29][Batch 19], Speed: 223.256 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.344 [Epoch 29][Batch 29], Speed: 221.819 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.344 [Epoch 29][Batch 39], Speed: 214.754 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.344 [Epoch 29][Batch 49], Speed: 199.660 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.343 [Epoch 29][Batch 59], Speed: 216.143 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.343 [Epoch 29][Batch 69], Speed: 227.691 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.343 [Epoch 29][Batch 79], Speed: 237.591 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.343 [Epoch 29][Batch 89], Speed: 226.949 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.343 [Epoch 29][Batch 99], Speed: 219.473 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.342 [Epoch 29][Batch 109], Speed: 215.702 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.342 [Epoch 29][Batch 119], Speed: 221.255 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.342 [Epoch 29][Batch 129], Speed: 217.427 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.342 [Epoch 29][Batch 139], Speed: 193.829 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.342 [Epoch 29][Batch 149], Speed: 202.152 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.341 [Epoch 29][Batch 159], Speed: 215.902 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.341 [Epoch 29][Batch 169], Speed: 226.685 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.341 [Epoch 29][Batch 179], Speed: 176.178 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.341 [Epoch 29][Batch 189], Speed: 206.712 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.341 [Epoch 29][Batch 199], Speed: 219.811 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.341 [Epoch 29][Batch 209], Speed: 217.294 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.340 [Epoch 29][Batch 219], Speed: 214.266 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.340 [Epoch 29][Batch 229], Speed: 208.845 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.340 [Epoch 29][Batch 239], Speed: 216.135 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.340 [Epoch 29][Batch 249], Speed: 211.325 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.340 [Epoch 29][Batch 259], Speed: 220.900 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.339 [Epoch 29][Batch 269], Speed: 192.220 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.339 [Epoch 29][Batch 279], Speed: 201.340 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.339 [Epoch 29][Batch 289], Speed: 222.382 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.339 [Epoch 29][Batch 299], Speed: 221.374 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.339 [Epoch 29][Batch 309], Speed: 194.097 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.338 [Epoch 29][Batch 319], Speed: 218.128 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.338 [Epoch 29][Batch 329], Speed: 208.323 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.338 [Epoch 29][Batch 339], Speed: 227.029 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.338 [Epoch 29][Batch 349], Speed: 214.816 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.338 [Epoch 29][Batch 359], Speed: 213.130 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.337 [Epoch 29][Batch 369], Speed: 216.175 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.337 [Epoch 29][Batch 379], Speed: 209.022 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.337 [Epoch 29][Batch 389], Speed: 215.703 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.337 [Epoch 29][Batch 399], Speed: 229.998 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.337 [Epoch 29][Batch 409], Speed: 219.438 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.337 [Epoch 29][Batch 419], Speed: 219.965 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.336 [Epoch 29][Batch 429], Speed: 209.898 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.336 [Epoch 29][Batch 439], Speed: 213.758 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.336 [Epoch 29][Batch 449], Speed: 212.662 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.336 [Epoch 29][Batch 459], Speed: 215.624 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.336 [Epoch 29][Batch 469], Speed: 190.563 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.335 [Epoch 29][Batch 479], Speed: 213.801 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.335 [Epoch 29][Batch 489], Speed: 206.106 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.335 [Epoch 29][Batch 499], Speed: 221.181 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.335 [Epoch 29][Batch 509], Speed: 190.617 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.335 [Epoch 29][Batch 519], Speed: 216.776 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.335 [Epoch 29][Batch 529], Speed: 229.204 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.334 [Epoch 29][Batch 539], Speed: 202.804 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.334 [Epoch 29][Batch 549], Speed: 222.748 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.334 [Epoch 29][Batch 559], Speed: 215.652 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.334 [Epoch 29][Batch 569], Speed: 206.232 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.334 [Epoch 29][Batch 579], Speed: 224.981 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.333 [Epoch 29][Batch 589], Speed: 226.298 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.333 [Epoch 29][Batch 599], Speed: 212.285 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.333 [Epoch 29][Batch 609], Speed: 202.489 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.333 [Epoch 29][Batch 619], Speed: 211.225 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.333 [Epoch 29][Batch 629], Speed: 221.365 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.333 [Epoch 29][Batch 639], Speed: 228.947 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.332 [Epoch 29][Batch 649], Speed: 229.404 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.332 [Epoch 29][Batch 659], Speed: 206.663 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.332 [Epoch 29][Batch 669], Speed: 178.215 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.332 [Epoch 29][Batch 679], Speed: 223.090 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.332 [Epoch 29][Batch 689], Speed: 210.511 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.331 [Epoch 29][Batch 699], Speed: 235.627 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.331 [Epoch 29][Batch 709], Speed: 227.265 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.331 [Epoch 29][Batch 719], Speed: 220.467 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.331 [Epoch 29][Batch 729], Speed: 194.740 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.331 [Epoch 29][Batch 739], Speed: 219.864 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.330 [Epoch 29][Batch 749], Speed: 203.850 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.330 [Epoch 29][Batch 759], Speed: 224.072 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.330 [Epoch 29][Batch 769], Speed: 221.213 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.330 [Epoch 29][Batch 779], Speed: 222.742 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.330 [Epoch 29][Batch 789], Speed: 220.540 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.330 [Epoch 29][Batch 799], Speed: 231.268 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.329 [Epoch 29][Batch 809], Speed: 218.040 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.329 [Epoch 29][Batch 819], Speed: 229.279 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.329 [Epoch 29][Batch 829], Speed: 222.521 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.329 [Epoch 29][Batch 839], Speed: 204.604 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.329 [Epoch 29][Batch 849], Speed: 201.398 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.328 [Epoch 29][Batch 859], Speed: 227.500 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.328 [Epoch 29][Batch 869], Speed: 216.612 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.328 [Epoch 29][Batch 879], Speed: 226.627 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.328 [Epoch 29][Batch 889], Speed: 212.458 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.328 [Epoch 29][Batch 899], Speed: 226.243 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.328 [Epoch 29][Batch 909], Speed: 220.277 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.327 [Epoch 29][Batch 919], Speed: 229.449 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.327 [Epoch 29][Batch 929], Speed: 202.592 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.327 [Epoch 29][Batch 939], Speed: 223.044 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.327 [Epoch 29][Batch 949], Speed: 215.630 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.327 [Epoch 29][Batch 959], Speed: 167.203 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.327 [Epoch 29][Batch 969], Speed: 202.760 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.326 [Epoch 29][Batch 979], Speed: 232.813 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.326 [Epoch 29][Batch 989], Speed: 214.856 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.326 [Epoch 29][Batch 999], Speed: 220.208 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.326 [Epoch 29][Batch 1009], Speed: 193.000 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.326 [Epoch 29][Batch 1019], Speed: 208.455 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.325 [Epoch 29][Batch 1029], Speed: 194.259 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.325 [Epoch 29][Batch 1039], Speed: 225.210 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.325 [Epoch 29][Batch 1049], Speed: 228.407 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.325 [Epoch 29][Batch 1059], Speed: 220.650 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.325 [Epoch 29][Batch 1069], Speed: 200.634 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.325 [Epoch 29][Batch 1079], Speed: 213.287 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.324 [Epoch 29][Batch 1089], Speed: 213.354 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.324 [Epoch 29][Batch 1099], Speed: 219.536 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.324 [Epoch 29][Batch 1109], Speed: 220.231 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.324 [Epoch 29][Batch 1119], Speed: 232.143 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.324 [Epoch 29][Batch 1129], Speed: 214.398 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.323 [Epoch 29][Batch 1139], Speed: 244.421 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.323 [Epoch 29][Batch 1149], Speed: 225.226 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.323 [Epoch 29][Batch 1159], Speed: 204.465 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.323 [Epoch 29][Batch 1169], Speed: 208.634 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.323 [Epoch 29][Batch 1179], Speed: 236.432 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.323 [Epoch 29][Batch 1189], Speed: 201.924 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.231, HeatmapFocal=2.322 [Epoch 29][Batch 1199], Speed: 208.350 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.322 [Epoch 29][Batch 1209], Speed: 219.156 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.322 [Epoch 29][Batch 1219], Speed: 210.738 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.322 [Epoch 29] Training cost: 558.156, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.322 [Epoch 30][Batch 9], Speed: 200.696 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.322 [Epoch 30][Batch 19], Speed: 223.442 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.321 [Epoch 30][Batch 29], Speed: 221.022 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.321 [Epoch 30][Batch 39], Speed: 232.209 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.321 [Epoch 30][Batch 49], Speed: 210.124 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.321 [Epoch 30][Batch 59], Speed: 212.831 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.321 [Epoch 30][Batch 69], Speed: 200.682 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.321 [Epoch 30][Batch 79], Speed: 200.036 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.232, HeatmapFocal=2.320 [Epoch 30][Batch 89], Speed: 209.512 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.320 [Epoch 30][Batch 99], Speed: 231.143 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.320 [Epoch 30][Batch 109], Speed: 225.327 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.320 [Epoch 30][Batch 119], Speed: 219.440 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.320 [Epoch 30][Batch 129], Speed: 235.646 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.319 [Epoch 30][Batch 139], Speed: 193.138 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.319 [Epoch 30][Batch 149], Speed: 207.449 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.319 [Epoch 30][Batch 159], Speed: 219.984 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.319 [Epoch 30][Batch 169], Speed: 210.262 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.319 [Epoch 30][Batch 179], Speed: 205.822 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.319 [Epoch 30][Batch 189], Speed: 212.326 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.318 [Epoch 30][Batch 199], Speed: 228.492 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.318 [Epoch 30][Batch 209], Speed: 224.796 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.318 [Epoch 30][Batch 219], Speed: 221.926 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.318 [Epoch 30][Batch 229], Speed: 224.163 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.318 [Epoch 30][Batch 239], Speed: 219.735 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.317 [Epoch 30][Batch 249], Speed: 235.303 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.317 [Epoch 30][Batch 259], Speed: 204.031 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.232, HeatmapFocal=2.317 [Epoch 30][Batch 269], Speed: 216.777 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.232, HeatmapFocal=2.317 [Epoch 30][Batch 279], Speed: 214.911 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.232, HeatmapFocal=2.317 [Epoch 30][Batch 289], Speed: 211.460 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.317 [Epoch 30][Batch 299], Speed: 234.916 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 30][Batch 309], Speed: 225.503 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 30][Batch 319], Speed: 224.763 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 30][Batch 329], Speed: 217.478 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 30][Batch 339], Speed: 217.875 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 30][Batch 349], Speed: 233.988 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.316 [Epoch 30][Batch 359], Speed: 218.954 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.315 [Epoch 30][Batch 369], Speed: 211.874 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.315 [Epoch 30][Batch 379], Speed: 206.894 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.315 [Epoch 30][Batch 389], Speed: 230.078 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.315 [Epoch 30][Batch 399], Speed: 221.598 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.315 [Epoch 30][Batch 409], Speed: 189.177 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.314 [Epoch 30][Batch 419], Speed: 214.479 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.314 [Epoch 30][Batch 429], Speed: 233.224 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.314 [Epoch 30][Batch 439], Speed: 228.330 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.314 [Epoch 30][Batch 449], Speed: 211.199 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.314 [Epoch 30][Batch 459], Speed: 204.549 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.314 [Epoch 30][Batch 469], Speed: 211.744 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.313 [Epoch 30][Batch 479], Speed: 202.238 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.313 [Epoch 30][Batch 489], Speed: 224.875 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.313 [Epoch 30][Batch 499], Speed: 221.544 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.313 [Epoch 30][Batch 509], Speed: 194.326 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.313 [Epoch 30][Batch 519], Speed: 223.005 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.312 [Epoch 30][Batch 529], Speed: 215.016 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.312 [Epoch 30][Batch 539], Speed: 199.535 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.312 [Epoch 30][Batch 549], Speed: 227.958 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.312 [Epoch 30][Batch 559], Speed: 225.248 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.312 [Epoch 30][Batch 569], Speed: 221.452 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.312 [Epoch 30][Batch 579], Speed: 226.421 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.311 [Epoch 30][Batch 589], Speed: 227.239 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.311 [Epoch 30][Batch 599], Speed: 212.079 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.311 [Epoch 30][Batch 609], Speed: 219.862 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.311 [Epoch 30][Batch 619], Speed: 220.013 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.311 [Epoch 30][Batch 629], Speed: 221.058 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.311 [Epoch 30][Batch 639], Speed: 217.183 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.310 [Epoch 30][Batch 649], Speed: 221.784 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.310 [Epoch 30][Batch 659], Speed: 228.271 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.310 [Epoch 30][Batch 669], Speed: 222.164 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.310 [Epoch 30][Batch 679], Speed: 224.792 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.310 [Epoch 30][Batch 689], Speed: 220.818 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.310 [Epoch 30][Batch 699], Speed: 212.732 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.309 [Epoch 30][Batch 709], Speed: 207.777 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.309 [Epoch 30][Batch 719], Speed: 231.527 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.309 [Epoch 30][Batch 729], Speed: 206.044 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.309 [Epoch 30][Batch 739], Speed: 214.342 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.309 [Epoch 30][Batch 749], Speed: 190.711 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.309 [Epoch 30][Batch 759], Speed: 203.454 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.308 [Epoch 30][Batch 769], Speed: 229.085 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.308 [Epoch 30][Batch 779], Speed: 223.477 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.308 [Epoch 30][Batch 789], Speed: 227.099 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.308 [Epoch 30][Batch 799], Speed: 227.281 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.308 [Epoch 30][Batch 809], Speed: 200.995 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.308 [Epoch 30][Batch 819], Speed: 213.568 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.307 [Epoch 30][Batch 829], Speed: 207.711 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.307 [Epoch 30][Batch 839], Speed: 223.195 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.307 [Epoch 30][Batch 849], Speed: 211.155 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.307 [Epoch 30][Batch 859], Speed: 208.026 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.307 [Epoch 30][Batch 869], Speed: 207.892 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.306 [Epoch 30][Batch 879], Speed: 208.905 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.306 [Epoch 30][Batch 889], Speed: 203.777 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.306 [Epoch 30][Batch 899], Speed: 222.773 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.306 [Epoch 30][Batch 909], Speed: 226.471 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.306 [Epoch 30][Batch 919], Speed: 223.597 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.306 [Epoch 30][Batch 929], Speed: 196.527 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 30][Batch 939], Speed: 219.955 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 30][Batch 949], Speed: 198.669 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 30][Batch 959], Speed: 233.052 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 30][Batch 969], Speed: 212.567 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 30][Batch 979], Speed: 225.272 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.305 [Epoch 30][Batch 989], Speed: 227.819 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.304 [Epoch 30][Batch 999], Speed: 222.724 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.304 [Epoch 30][Batch 1009], Speed: 207.261 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.304 [Epoch 30][Batch 1019], Speed: 227.059 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.304 [Epoch 30][Batch 1029], Speed: 230.831 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.304 [Epoch 30][Batch 1039], Speed: 219.936 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.304 [Epoch 30][Batch 1049], Speed: 208.094 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.303 [Epoch 30][Batch 1059], Speed: 211.042 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.303 [Epoch 30][Batch 1069], Speed: 223.060 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.303 [Epoch 30][Batch 1079], Speed: 211.828 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.303 [Epoch 30][Batch 1089], Speed: 236.662 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.303 [Epoch 30][Batch 1099], Speed: 224.316 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.303 [Epoch 30][Batch 1109], Speed: 200.974 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.302 [Epoch 30][Batch 1119], Speed: 207.247 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.302 [Epoch 30][Batch 1129], Speed: 215.256 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.302 [Epoch 30][Batch 1139], Speed: 226.502 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.302 [Epoch 30][Batch 1149], Speed: 237.269 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.302 [Epoch 30][Batch 1159], Speed: 223.604 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.302 [Epoch 30][Batch 1169], Speed: 214.613 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 30][Batch 1179], Speed: 235.952 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 30][Batch 1189], Speed: 230.994 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 30][Batch 1199], Speed: 236.332 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 30][Batch 1209], Speed: 219.801 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 30][Batch 1219], Speed: 217.911 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 30] Training cost: 559.468, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.301 [Epoch 30] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.222 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.225 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.063 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.254 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.351 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.224 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.339 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.347 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.111 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.551 person=34.2 bicycle=16.4 car=20.7 motorcycle=22.0 airplane=38.7 bus=46.7 train=45.0 truck=15.5 boat=9.1 traffic light=9.7 fire hydrant=47.6 stop sign=46.6 parking meter=29.0 bench=11.7 bird=17.3 cat=41.9 dog=40.2 horse=37.2 sheep=30.7 cow=31.3 elephant=43.6 bear=51.6 zebra=50.1 giraffe=50.7 backpack=4.8 umbrella=22.5 handbag=3.3 tie=12.1 suitcase=15.1 frisbee=35.8 skis=6.1 snowboard=13.1 sports ball=18.4 kite=15.7 baseball bat=9.2 baseball glove=19.8 skateboard=33.0 surfboard=15.9 tennis racket=26.7 bottle=16.4 wine glass=16.5 cup=19.7 fork=11.3 knife=2.7 spoon=2.3 bowl=23.2 banana=11.2 apple=8.1 sandwich=20.5 orange=20.8 broccoli=11.7 carrot=7.3 hot dog=16.2 pizza=21.8 donut=25.7 cake=18.5 chair=12.9 couch=26.1 potted plant=13.3 bed=16.3 dining table=9.3 toilet=49.5 tv=37.2 laptop=37.7 mouse=30.5 remote=7.1 keyboard=29.1 cell phone=14.8 microwave=39.1 oven=16.7 toaster=3.0 sink=20.9 refrigerator=31.2 book=1.8 clock=33.0 vase=19.7 scissors=5.5 teddy bear=26.9 hair drier=0.0 toothbrush=2.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =22.2 [Epoch 31][Batch 9], Speed: 231.415 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.300 [Epoch 31][Batch 19], Speed: 219.693 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.233, HeatmapFocal=2.300 [Epoch 31][Batch 29], Speed: 203.955 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.300 [Epoch 31][Batch 39], Speed: 214.133 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.300 [Epoch 31][Batch 49], Speed: 223.213 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.232, HeatmapFocal=2.300 [Epoch 31][Batch 59], Speed: 220.928 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.300 [Epoch 31][Batch 69], Speed: 221.804 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.232, HeatmapFocal=2.299 [Epoch 31][Batch 79], Speed: 204.798 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.232, HeatmapFocal=2.299 [Epoch 31][Batch 89], Speed: 227.855 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.299 [Epoch 31][Batch 99], Speed: 213.254 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.299 [Epoch 31][Batch 109], Speed: 223.064 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.299 [Epoch 31][Batch 119], Speed: 196.124 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.298 [Epoch 31][Batch 129], Speed: 207.387 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.298 [Epoch 31][Batch 139], Speed: 207.819 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.298 [Epoch 31][Batch 149], Speed: 236.523 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.298 [Epoch 31][Batch 159], Speed: 184.815 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.298 [Epoch 31][Batch 169], Speed: 214.346 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.298 [Epoch 31][Batch 179], Speed: 195.212 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 31][Batch 189], Speed: 226.851 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 31][Batch 199], Speed: 225.667 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 31][Batch 209], Speed: 212.429 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 31][Batch 219], Speed: 226.594 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 31][Batch 229], Speed: 224.962 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.297 [Epoch 31][Batch 239], Speed: 192.071 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.296 [Epoch 31][Batch 249], Speed: 218.959 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.296 [Epoch 31][Batch 259], Speed: 204.677 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.296 [Epoch 31][Batch 269], Speed: 218.945 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.296 [Epoch 31][Batch 279], Speed: 200.991 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.296 [Epoch 31][Batch 289], Speed: 226.994 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.296 [Epoch 31][Batch 299], Speed: 217.132 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.295 [Epoch 31][Batch 309], Speed: 229.281 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.295 [Epoch 31][Batch 319], Speed: 216.949 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.295 [Epoch 31][Batch 329], Speed: 232.031 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.295 [Epoch 31][Batch 339], Speed: 220.341 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.295 [Epoch 31][Batch 349], Speed: 208.339 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.295 [Epoch 31][Batch 359], Speed: 232.008 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.294 [Epoch 31][Batch 369], Speed: 228.472 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.294 [Epoch 31][Batch 379], Speed: 210.474 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.294 [Epoch 31][Batch 389], Speed: 234.365 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.294 [Epoch 31][Batch 399], Speed: 222.466 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.294 [Epoch 31][Batch 409], Speed: 213.961 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.294 [Epoch 31][Batch 419], Speed: 191.641 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.293 [Epoch 31][Batch 429], Speed: 222.847 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.293 [Epoch 31][Batch 439], Speed: 220.447 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.293 [Epoch 31][Batch 449], Speed: 230.827 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.293 [Epoch 31][Batch 459], Speed: 217.413 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.293 [Epoch 31][Batch 469], Speed: 222.994 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.293 [Epoch 31][Batch 479], Speed: 217.256 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.292 [Epoch 31][Batch 489], Speed: 226.894 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.292 [Epoch 31][Batch 499], Speed: 220.798 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.292 [Epoch 31][Batch 509], Speed: 229.470 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.292 [Epoch 31][Batch 519], Speed: 218.550 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.292 [Epoch 31][Batch 529], Speed: 227.312 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.292 [Epoch 31][Batch 539], Speed: 170.829 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.291 [Epoch 31][Batch 549], Speed: 237.215 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.291 [Epoch 31][Batch 559], Speed: 212.824 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.291 [Epoch 31][Batch 569], Speed: 233.464 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.291 [Epoch 31][Batch 579], Speed: 210.691 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.291 [Epoch 31][Batch 589], Speed: 204.630 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.291 [Epoch 31][Batch 599], Speed: 196.095 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.290 [Epoch 31][Batch 609], Speed: 208.299 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.290 [Epoch 31][Batch 619], Speed: 226.089 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.290 [Epoch 31][Batch 629], Speed: 236.898 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.290 [Epoch 31][Batch 639], Speed: 216.538 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.290 [Epoch 31][Batch 649], Speed: 205.179 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.290 [Epoch 31][Batch 659], Speed: 210.095 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.289 [Epoch 31][Batch 669], Speed: 229.052 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.289 [Epoch 31][Batch 679], Speed: 225.036 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.289 [Epoch 31][Batch 689], Speed: 219.874 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.289 [Epoch 31][Batch 699], Speed: 194.791 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.289 [Epoch 31][Batch 709], Speed: 230.597 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.289 [Epoch 31][Batch 719], Speed: 207.862 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.288 [Epoch 31][Batch 729], Speed: 223.017 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.288 [Epoch 31][Batch 739], Speed: 217.676 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.288 [Epoch 31][Batch 749], Speed: 219.145 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.231, HeatmapFocal=2.288 [Epoch 31][Batch 759], Speed: 204.734 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.288 [Epoch 31][Batch 769], Speed: 213.129 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.288 [Epoch 31][Batch 779], Speed: 215.680 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 31][Batch 789], Speed: 196.312 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 31][Batch 799], Speed: 218.323 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 31][Batch 809], Speed: 220.510 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 31][Batch 819], Speed: 222.903 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 31][Batch 829], Speed: 215.244 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 31][Batch 839], Speed: 196.329 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.287 [Epoch 31][Batch 849], Speed: 212.776 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.286 [Epoch 31][Batch 859], Speed: 216.473 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.286 [Epoch 31][Batch 869], Speed: 230.321 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.286 [Epoch 31][Batch 879], Speed: 210.079 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.286 [Epoch 31][Batch 889], Speed: 210.818 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.286 [Epoch 31][Batch 899], Speed: 220.047 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.286 [Epoch 31][Batch 909], Speed: 218.583 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.285 [Epoch 31][Batch 919], Speed: 206.820 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.285 [Epoch 31][Batch 929], Speed: 225.614 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.285 [Epoch 31][Batch 939], Speed: 199.937 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.285 [Epoch 31][Batch 949], Speed: 213.851 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.285 [Epoch 31][Batch 959], Speed: 201.391 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.285 [Epoch 31][Batch 969], Speed: 213.063 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.284 [Epoch 31][Batch 979], Speed: 213.018 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.284 [Epoch 31][Batch 989], Speed: 226.009 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.284 [Epoch 31][Batch 999], Speed: 207.591 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.284 [Epoch 31][Batch 1009], Speed: 223.296 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.284 [Epoch 31][Batch 1019], Speed: 209.822 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.284 [Epoch 31][Batch 1029], Speed: 230.680 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.283 [Epoch 31][Batch 1039], Speed: 212.778 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.283 [Epoch 31][Batch 1049], Speed: 230.907 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.283 [Epoch 31][Batch 1059], Speed: 218.263 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.283 [Epoch 31][Batch 1069], Speed: 217.434 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.283 [Epoch 31][Batch 1079], Speed: 189.474 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.283 [Epoch 31][Batch 1089], Speed: 228.117 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.282 [Epoch 31][Batch 1099], Speed: 216.365 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.282 [Epoch 31][Batch 1109], Speed: 234.235 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.282 [Epoch 31][Batch 1119], Speed: 222.093 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.282 [Epoch 31][Batch 1129], Speed: 213.044 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.282 [Epoch 31][Batch 1139], Speed: 214.069 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.282 [Epoch 31][Batch 1149], Speed: 207.072 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 31][Batch 1159], Speed: 215.308 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 31][Batch 1169], Speed: 223.288 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 31][Batch 1179], Speed: 203.477 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 31][Batch 1189], Speed: 235.310 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 31][Batch 1199], Speed: 202.859 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 31][Batch 1209], Speed: 215.986 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.281 [Epoch 31][Batch 1219], Speed: 225.960 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.280 [Epoch 31] Training cost: 558.997, WHL1=0.319, CenterRegL1=0.231, HeatmapFocal=2.280 [Epoch 32][Batch 9], Speed: 195.087 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.231, HeatmapFocal=2.280 [Epoch 32][Batch 19], Speed: 195.094 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.280 [Epoch 32][Batch 29], Speed: 229.447 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.280 [Epoch 32][Batch 39], Speed: 225.266 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.280 [Epoch 32][Batch 49], Speed: 209.597 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.280 [Epoch 32][Batch 59], Speed: 214.938 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 32][Batch 69], Speed: 222.827 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 32][Batch 79], Speed: 218.045 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 32][Batch 89], Speed: 221.956 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 32][Batch 99], Speed: 218.551 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 32][Batch 109], Speed: 216.582 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.279 [Epoch 32][Batch 119], Speed: 225.535 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.230, HeatmapFocal=2.278 [Epoch 32][Batch 129], Speed: 199.660 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.230, HeatmapFocal=2.278 [Epoch 32][Batch 139], Speed: 205.732 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.278 [Epoch 32][Batch 149], Speed: 229.453 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.278 [Epoch 32][Batch 159], Speed: 218.809 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.278 [Epoch 32][Batch 169], Speed: 218.326 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.278 [Epoch 32][Batch 179], Speed: 227.034 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.277 [Epoch 32][Batch 189], Speed: 200.369 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.277 [Epoch 32][Batch 199], Speed: 236.700 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.277 [Epoch 32][Batch 209], Speed: 201.729 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.277 [Epoch 32][Batch 219], Speed: 235.699 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.277 [Epoch 32][Batch 229], Speed: 204.666 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.277 [Epoch 32][Batch 239], Speed: 203.084 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.276 [Epoch 32][Batch 249], Speed: 220.041 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.276 [Epoch 32][Batch 259], Speed: 206.053 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.276 [Epoch 32][Batch 269], Speed: 193.359 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.276 [Epoch 32][Batch 279], Speed: 210.098 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.276 [Epoch 32][Batch 289], Speed: 212.011 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.276 [Epoch 32][Batch 299], Speed: 186.035 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.276 [Epoch 32][Batch 309], Speed: 206.755 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.275 [Epoch 32][Batch 319], Speed: 219.355 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.275 [Epoch 32][Batch 329], Speed: 210.787 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.275 [Epoch 32][Batch 339], Speed: 213.692 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.275 [Epoch 32][Batch 349], Speed: 241.270 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.275 [Epoch 32][Batch 359], Speed: 196.706 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.275 [Epoch 32][Batch 369], Speed: 219.830 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.274 [Epoch 32][Batch 379], Speed: 225.342 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.274 [Epoch 32][Batch 389], Speed: 207.458 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.274 [Epoch 32][Batch 399], Speed: 215.532 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.274 [Epoch 32][Batch 409], Speed: 206.746 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.274 [Epoch 32][Batch 419], Speed: 196.815 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.274 [Epoch 32][Batch 429], Speed: 214.864 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.273 [Epoch 32][Batch 439], Speed: 231.659 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.273 [Epoch 32][Batch 449], Speed: 224.478 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.273 [Epoch 32][Batch 459], Speed: 222.576 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.273 [Epoch 32][Batch 469], Speed: 235.027 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.273 [Epoch 32][Batch 479], Speed: 204.174 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.273 [Epoch 32][Batch 489], Speed: 230.580 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 32][Batch 499], Speed: 189.787 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 32][Batch 509], Speed: 205.659 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 32][Batch 519], Speed: 218.379 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 32][Batch 529], Speed: 202.464 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 32][Batch 539], Speed: 213.615 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 32][Batch 549], Speed: 232.622 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.272 [Epoch 32][Batch 559], Speed: 208.584 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.271 [Epoch 32][Batch 569], Speed: 224.290 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.271 [Epoch 32][Batch 579], Speed: 213.490 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.271 [Epoch 32][Batch 589], Speed: 205.572 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.271 [Epoch 32][Batch 599], Speed: 195.213 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.271 [Epoch 32][Batch 609], Speed: 228.290 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.271 [Epoch 32][Batch 619], Speed: 205.471 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.270 [Epoch 32][Batch 629], Speed: 212.300 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.270 [Epoch 32][Batch 639], Speed: 214.330 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.270 [Epoch 32][Batch 649], Speed: 224.727 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.270 [Epoch 32][Batch 659], Speed: 228.225 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.270 [Epoch 32][Batch 669], Speed: 230.094 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.270 [Epoch 32][Batch 679], Speed: 190.388 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 32][Batch 689], Speed: 227.868 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 32][Batch 699], Speed: 225.301 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 32][Batch 709], Speed: 220.191 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 32][Batch 719], Speed: 208.326 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 32][Batch 729], Speed: 224.786 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 32][Batch 739], Speed: 221.817 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.269 [Epoch 32][Batch 749], Speed: 205.672 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.268 [Epoch 32][Batch 759], Speed: 220.452 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.268 [Epoch 32][Batch 769], Speed: 226.362 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.268 [Epoch 32][Batch 779], Speed: 194.309 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.268 [Epoch 32][Batch 789], Speed: 203.914 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.268 [Epoch 32][Batch 799], Speed: 220.376 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.268 [Epoch 32][Batch 809], Speed: 196.080 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.267 [Epoch 32][Batch 819], Speed: 231.817 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.267 [Epoch 32][Batch 829], Speed: 224.186 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.267 [Epoch 32][Batch 839], Speed: 199.289 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.267 [Epoch 32][Batch 849], Speed: 205.595 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.267 [Epoch 32][Batch 859], Speed: 209.084 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.267 [Epoch 32][Batch 869], Speed: 190.281 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 32][Batch 879], Speed: 223.241 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 32][Batch 889], Speed: 213.370 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 32][Batch 899], Speed: 224.838 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 32][Batch 909], Speed: 207.447 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 32][Batch 919], Speed: 218.297 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 32][Batch 929], Speed: 203.174 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.266 [Epoch 32][Batch 939], Speed: 213.869 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.265 [Epoch 32][Batch 949], Speed: 213.870 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.265 [Epoch 32][Batch 959], Speed: 216.085 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.265 [Epoch 32][Batch 969], Speed: 195.360 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.265 [Epoch 32][Batch 979], Speed: 189.445 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.265 [Epoch 32][Batch 989], Speed: 219.365 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.265 [Epoch 32][Batch 999], Speed: 228.468 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 32][Batch 1009], Speed: 215.401 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 32][Batch 1019], Speed: 203.362 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 32][Batch 1029], Speed: 220.892 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 32][Batch 1039], Speed: 217.949 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 32][Batch 1049], Speed: 204.906 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 32][Batch 1059], Speed: 196.963 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.264 [Epoch 32][Batch 1069], Speed: 204.068 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 32][Batch 1079], Speed: 222.508 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 32][Batch 1089], Speed: 218.180 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 32][Batch 1099], Speed: 217.675 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 32][Batch 1109], Speed: 227.295 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 32][Batch 1119], Speed: 211.820 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 32][Batch 1129], Speed: 220.149 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.263 [Epoch 32][Batch 1139], Speed: 234.022 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.262 [Epoch 32][Batch 1149], Speed: 226.992 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.262 [Epoch 32][Batch 1159], Speed: 213.093 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.262 [Epoch 32][Batch 1169], Speed: 219.896 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.262 [Epoch 32][Batch 1179], Speed: 220.251 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.262 [Epoch 32][Batch 1189], Speed: 202.672 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.262 [Epoch 32][Batch 1199], Speed: 246.002 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 32][Batch 1209], Speed: 203.876 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 32][Batch 1219], Speed: 196.590 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 32] Training cost: 560.453, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 33][Batch 9], Speed: 224.105 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.261 [Epoch 33][Batch 19], Speed: 233.669 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 33][Batch 29], Speed: 215.687 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 33][Batch 39], Speed: 208.512 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.231, HeatmapFocal=2.261 [Epoch 33][Batch 49], Speed: 222.064 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.260 [Epoch 33][Batch 59], Speed: 227.348 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.260 [Epoch 33][Batch 69], Speed: 211.425 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.260 [Epoch 33][Batch 79], Speed: 222.926 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.260 [Epoch 33][Batch 89], Speed: 237.380 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.260 [Epoch 33][Batch 99], Speed: 223.273 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.260 [Epoch 33][Batch 109], Speed: 205.914 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.259 [Epoch 33][Batch 119], Speed: 224.763 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.259 [Epoch 33][Batch 129], Speed: 217.905 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.259 [Epoch 33][Batch 139], Speed: 223.408 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.259 [Epoch 33][Batch 149], Speed: 214.597 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.259 [Epoch 33][Batch 159], Speed: 210.288 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.259 [Epoch 33][Batch 169], Speed: 224.113 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.259 [Epoch 33][Batch 179], Speed: 231.422 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.258 [Epoch 33][Batch 189], Speed: 233.610 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.258 [Epoch 33][Batch 199], Speed: 223.994 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.258 [Epoch 33][Batch 209], Speed: 197.610 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.258 [Epoch 33][Batch 219], Speed: 234.434 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.258 [Epoch 33][Batch 229], Speed: 194.466 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.258 [Epoch 33][Batch 239], Speed: 230.368 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.257 [Epoch 33][Batch 249], Speed: 241.711 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.257 [Epoch 33][Batch 259], Speed: 228.689 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.257 [Epoch 33][Batch 269], Speed: 226.124 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.257 [Epoch 33][Batch 279], Speed: 229.698 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.257 [Epoch 33][Batch 289], Speed: 215.300 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.257 [Epoch 33][Batch 299], Speed: 239.535 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.257 [Epoch 33][Batch 309], Speed: 234.329 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.256 [Epoch 33][Batch 319], Speed: 234.210 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.256 [Epoch 33][Batch 329], Speed: 224.848 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.256 [Epoch 33][Batch 339], Speed: 229.645 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.256 [Epoch 33][Batch 349], Speed: 226.705 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.256 [Epoch 33][Batch 359], Speed: 223.793 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.256 [Epoch 33][Batch 369], Speed: 234.446 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.255 [Epoch 33][Batch 379], Speed: 231.393 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.255 [Epoch 33][Batch 389], Speed: 198.989 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.255 [Epoch 33][Batch 399], Speed: 186.178 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.255 [Epoch 33][Batch 409], Speed: 221.476 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.255 [Epoch 33][Batch 419], Speed: 226.632 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.255 [Epoch 33][Batch 429], Speed: 231.808 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.255 [Epoch 33][Batch 439], Speed: 234.469 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.254 [Epoch 33][Batch 449], Speed: 210.135 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.254 [Epoch 33][Batch 459], Speed: 211.194 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.254 [Epoch 33][Batch 469], Speed: 229.504 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.254 [Epoch 33][Batch 479], Speed: 223.626 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.254 [Epoch 33][Batch 489], Speed: 229.487 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.254 [Epoch 33][Batch 499], Speed: 230.001 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.253 [Epoch 33][Batch 509], Speed: 225.867 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.253 [Epoch 33][Batch 519], Speed: 199.558 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.253 [Epoch 33][Batch 529], Speed: 228.628 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.253 [Epoch 33][Batch 539], Speed: 215.702 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.253 [Epoch 33][Batch 549], Speed: 209.357 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.253 [Epoch 33][Batch 559], Speed: 230.378 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.253 [Epoch 33][Batch 569], Speed: 207.303 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.230, HeatmapFocal=2.252 [Epoch 33][Batch 579], Speed: 216.100 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.230, HeatmapFocal=2.252 [Epoch 33][Batch 589], Speed: 215.126 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.252 [Epoch 33][Batch 599], Speed: 213.012 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.252 [Epoch 33][Batch 609], Speed: 222.091 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.252 [Epoch 33][Batch 619], Speed: 223.587 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.252 [Epoch 33][Batch 629], Speed: 203.000 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.252 [Epoch 33][Batch 639], Speed: 228.659 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.251 [Epoch 33][Batch 649], Speed: 223.862 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.251 [Epoch 33][Batch 659], Speed: 233.785 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.251 [Epoch 33][Batch 669], Speed: 223.302 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.251 [Epoch 33][Batch 679], Speed: 228.580 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.251 [Epoch 33][Batch 689], Speed: 233.387 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.251 [Epoch 33][Batch 699], Speed: 220.577 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.251 [Epoch 33][Batch 709], Speed: 211.833 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 33][Batch 719], Speed: 230.657 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 33][Batch 729], Speed: 212.237 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 33][Batch 739], Speed: 218.273 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 33][Batch 749], Speed: 218.597 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 33][Batch 759], Speed: 196.918 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.250 [Epoch 33][Batch 769], Speed: 220.948 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 33][Batch 779], Speed: 202.285 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 33][Batch 789], Speed: 199.856 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 33][Batch 799], Speed: 218.644 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 33][Batch 809], Speed: 211.715 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 33][Batch 819], Speed: 228.962 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 33][Batch 829], Speed: 226.669 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.249 [Epoch 33][Batch 839], Speed: 211.000 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 33][Batch 849], Speed: 222.641 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 33][Batch 859], Speed: 229.804 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 33][Batch 869], Speed: 216.534 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 33][Batch 879], Speed: 220.099 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 33][Batch 889], Speed: 213.548 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 33][Batch 899], Speed: 188.975 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.248 [Epoch 33][Batch 909], Speed: 214.081 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 33][Batch 919], Speed: 211.416 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 33][Batch 929], Speed: 212.471 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 33][Batch 939], Speed: 216.437 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 33][Batch 949], Speed: 210.109 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 33][Batch 959], Speed: 192.090 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 33][Batch 969], Speed: 211.527 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.247 [Epoch 33][Batch 979], Speed: 229.186 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 33][Batch 989], Speed: 213.411 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 33][Batch 999], Speed: 225.892 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 33][Batch 1009], Speed: 213.368 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 33][Batch 1019], Speed: 227.222 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 33][Batch 1029], Speed: 206.178 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 33][Batch 1039], Speed: 218.783 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.246 [Epoch 33][Batch 1049], Speed: 219.657 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 33][Batch 1059], Speed: 215.041 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 33][Batch 1069], Speed: 201.274 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 33][Batch 1079], Speed: 202.820 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 33][Batch 1089], Speed: 205.124 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 33][Batch 1099], Speed: 211.527 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 33][Batch 1109], Speed: 197.266 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.245 [Epoch 33][Batch 1119], Speed: 204.584 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.244 [Epoch 33][Batch 1129], Speed: 222.722 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.244 [Epoch 33][Batch 1139], Speed: 226.055 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.244 [Epoch 33][Batch 1149], Speed: 215.088 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.244 [Epoch 33][Batch 1159], Speed: 235.785 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.244 [Epoch 33][Batch 1169], Speed: 221.916 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.244 [Epoch 33][Batch 1179], Speed: 233.572 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.243 [Epoch 33][Batch 1189], Speed: 208.077 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.243 [Epoch 33][Batch 1199], Speed: 210.011 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.243 [Epoch 33][Batch 1209], Speed: 206.250 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.243 [Epoch 33][Batch 1219], Speed: 228.941 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.243 [Epoch 33] Training cost: 560.193, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.243 [Epoch 34][Batch 9], Speed: 201.673 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.232, HeatmapFocal=2.243 [Epoch 34][Batch 19], Speed: 220.494 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.232, HeatmapFocal=2.243 [Epoch 34][Batch 29], Speed: 229.275 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 34][Batch 39], Speed: 217.475 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 34][Batch 49], Speed: 227.010 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 34][Batch 59], Speed: 209.475 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 34][Batch 69], Speed: 212.728 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 34][Batch 79], Speed: 220.115 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 34][Batch 89], Speed: 201.344 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.242 [Epoch 34][Batch 99], Speed: 229.921 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.231, HeatmapFocal=2.241 [Epoch 34][Batch 109], Speed: 223.096 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.231, HeatmapFocal=2.241 [Epoch 34][Batch 119], Speed: 233.142 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.241 [Epoch 34][Batch 129], Speed: 218.789 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.241 [Epoch 34][Batch 139], Speed: 213.429 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.241 [Epoch 34][Batch 149], Speed: 225.288 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.241 [Epoch 34][Batch 159], Speed: 214.838 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.241 [Epoch 34][Batch 169], Speed: 199.247 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 34][Batch 179], Speed: 216.306 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 34][Batch 189], Speed: 232.200 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 34][Batch 199], Speed: 202.834 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 34][Batch 209], Speed: 201.270 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 34][Batch 219], Speed: 221.451 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 34][Batch 229], Speed: 219.043 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.240 [Epoch 34][Batch 239], Speed: 221.583 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 34][Batch 249], Speed: 204.408 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 34][Batch 259], Speed: 207.665 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 34][Batch 269], Speed: 213.689 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 34][Batch 279], Speed: 212.506 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 34][Batch 289], Speed: 212.980 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 34][Batch 299], Speed: 219.609 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.239 [Epoch 34][Batch 309], Speed: 226.455 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.238 [Epoch 34][Batch 319], Speed: 219.220 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.238 [Epoch 34][Batch 329], Speed: 215.930 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.238 [Epoch 34][Batch 339], Speed: 223.219 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.238 [Epoch 34][Batch 349], Speed: 201.705 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.238 [Epoch 34][Batch 359], Speed: 212.899 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.238 [Epoch 34][Batch 369], Speed: 213.438 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 34][Batch 379], Speed: 196.067 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 34][Batch 389], Speed: 204.992 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 34][Batch 399], Speed: 222.327 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 34][Batch 409], Speed: 202.329 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 34][Batch 419], Speed: 225.307 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 34][Batch 429], Speed: 227.675 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.237 [Epoch 34][Batch 439], Speed: 209.462 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 34][Batch 449], Speed: 205.525 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 34][Batch 459], Speed: 211.962 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 34][Batch 469], Speed: 192.179 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 34][Batch 479], Speed: 233.444 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 34][Batch 489], Speed: 204.103 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 34][Batch 499], Speed: 223.221 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.236 [Epoch 34][Batch 509], Speed: 205.564 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.235 [Epoch 34][Batch 519], Speed: 231.388 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.235 [Epoch 34][Batch 529], Speed: 214.541 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.235 [Epoch 34][Batch 539], Speed: 232.649 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.235 [Epoch 34][Batch 549], Speed: 235.374 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.235 [Epoch 34][Batch 559], Speed: 203.951 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.235 [Epoch 34][Batch 569], Speed: 211.253 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.235 [Epoch 34][Batch 579], Speed: 233.505 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.235 [Epoch 34][Batch 589], Speed: 209.314 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.234 [Epoch 34][Batch 599], Speed: 197.065 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.234 [Epoch 34][Batch 609], Speed: 217.465 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.234 [Epoch 34][Batch 619], Speed: 226.058 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.234 [Epoch 34][Batch 629], Speed: 208.069 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.234 [Epoch 34][Batch 639], Speed: 216.942 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.234 [Epoch 34][Batch 649], Speed: 196.620 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 34][Batch 659], Speed: 206.424 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 34][Batch 669], Speed: 224.492 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 34][Batch 679], Speed: 211.437 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 34][Batch 689], Speed: 230.720 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 34][Batch 699], Speed: 233.794 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 34][Batch 709], Speed: 224.773 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 34][Batch 719], Speed: 200.216 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.233 [Epoch 34][Batch 729], Speed: 216.741 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.232 [Epoch 34][Batch 739], Speed: 207.979 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.232 [Epoch 34][Batch 749], Speed: 230.971 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.232 [Epoch 34][Batch 759], Speed: 219.183 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.232 [Epoch 34][Batch 769], Speed: 213.073 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.232 [Epoch 34][Batch 779], Speed: 237.118 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.232 [Epoch 34][Batch 789], Speed: 203.827 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.232 [Epoch 34][Batch 799], Speed: 219.457 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.231 [Epoch 34][Batch 809], Speed: 210.417 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.231 [Epoch 34][Batch 819], Speed: 214.300 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.231 [Epoch 34][Batch 829], Speed: 220.507 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.231 [Epoch 34][Batch 839], Speed: 221.208 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.231 [Epoch 34][Batch 849], Speed: 213.280 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.231 [Epoch 34][Batch 859], Speed: 221.601 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.231 [Epoch 34][Batch 869], Speed: 225.687 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.230 [Epoch 34][Batch 879], Speed: 236.934 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.230 [Epoch 34][Batch 889], Speed: 218.496 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.230 [Epoch 34][Batch 899], Speed: 228.576 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.230 [Epoch 34][Batch 909], Speed: 213.629 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.230 [Epoch 34][Batch 919], Speed: 209.422 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.230 [Epoch 34][Batch 929], Speed: 209.553 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.230 [Epoch 34][Batch 939], Speed: 230.524 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.229 [Epoch 34][Batch 949], Speed: 221.551 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.229 [Epoch 34][Batch 959], Speed: 233.223 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.229 [Epoch 34][Batch 969], Speed: 209.621 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.229 [Epoch 34][Batch 979], Speed: 220.192 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.229 [Epoch 34][Batch 989], Speed: 221.297 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.229 [Epoch 34][Batch 999], Speed: 215.747 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.229 [Epoch 34][Batch 1009], Speed: 224.283 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.228 [Epoch 34][Batch 1019], Speed: 233.826 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.228 [Epoch 34][Batch 1029], Speed: 234.101 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.228 [Epoch 34][Batch 1039], Speed: 204.789 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.228 [Epoch 34][Batch 1049], Speed: 205.917 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.228 [Epoch 34][Batch 1059], Speed: 193.607 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.228 [Epoch 34][Batch 1069], Speed: 221.118 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.228 [Epoch 34][Batch 1079], Speed: 207.545 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.227 [Epoch 34][Batch 1089], Speed: 229.821 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.227 [Epoch 34][Batch 1099], Speed: 220.900 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.227 [Epoch 34][Batch 1109], Speed: 200.880 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.227 [Epoch 34][Batch 1119], Speed: 221.767 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.227 [Epoch 34][Batch 1129], Speed: 200.550 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.227 [Epoch 34][Batch 1139], Speed: 222.775 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.227 [Epoch 34][Batch 1149], Speed: 238.161 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.227 [Epoch 34][Batch 1159], Speed: 232.176 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.226 [Epoch 34][Batch 1169], Speed: 237.448 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.226 [Epoch 34][Batch 1179], Speed: 243.510 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.226 [Epoch 34][Batch 1189], Speed: 215.418 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.226 [Epoch 34][Batch 1199], Speed: 205.944 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.226 [Epoch 34][Batch 1209], Speed: 214.554 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.226 [Epoch 34][Batch 1219], Speed: 219.040 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.226 [Epoch 34] Training cost: 560.374, WHL1=0.312, CenterRegL1=0.231, HeatmapFocal=2.226 [Epoch 35][Batch 9], Speed: 204.296 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.230, HeatmapFocal=2.225 [Epoch 35][Batch 19], Speed: 211.875 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.231, HeatmapFocal=2.225 [Epoch 35][Batch 29], Speed: 216.758 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.225 [Epoch 35][Batch 39], Speed: 208.242 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.225 [Epoch 35][Batch 49], Speed: 225.326 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.225 [Epoch 35][Batch 59], Speed: 216.389 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.225 [Epoch 35][Batch 69], Speed: 222.913 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.225 [Epoch 35][Batch 79], Speed: 220.566 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.224 [Epoch 35][Batch 89], Speed: 217.478 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.224 [Epoch 35][Batch 99], Speed: 213.543 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.224 [Epoch 35][Batch 109], Speed: 188.141 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.224 [Epoch 35][Batch 119], Speed: 195.727 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.224 [Epoch 35][Batch 129], Speed: 215.756 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.224 [Epoch 35][Batch 139], Speed: 212.175 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.224 [Epoch 35][Batch 149], Speed: 231.294 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 35][Batch 159], Speed: 219.702 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 35][Batch 169], Speed: 226.066 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 35][Batch 179], Speed: 230.532 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 35][Batch 189], Speed: 229.686 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 35][Batch 199], Speed: 210.130 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 35][Batch 209], Speed: 231.114 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.223 [Epoch 35][Batch 219], Speed: 203.605 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 35][Batch 229], Speed: 227.199 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 35][Batch 239], Speed: 228.083 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 35][Batch 249], Speed: 214.489 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 35][Batch 259], Speed: 219.564 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 35][Batch 269], Speed: 208.563 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 35][Batch 279], Speed: 231.905 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.222 [Epoch 35][Batch 289], Speed: 199.279 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 35][Batch 299], Speed: 215.273 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 35][Batch 309], Speed: 223.470 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 35][Batch 319], Speed: 225.874 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 35][Batch 329], Speed: 223.187 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 35][Batch 339], Speed: 224.791 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 35][Batch 349], Speed: 227.950 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.221 [Epoch 35][Batch 359], Speed: 211.709 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 35][Batch 369], Speed: 214.897 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 35][Batch 379], Speed: 226.596 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 35][Batch 389], Speed: 210.374 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 35][Batch 399], Speed: 211.677 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 35][Batch 409], Speed: 187.927 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 35][Batch 419], Speed: 212.580 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 35][Batch 429], Speed: 207.146 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.220 [Epoch 35][Batch 439], Speed: 226.696 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 35][Batch 449], Speed: 201.616 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 35][Batch 459], Speed: 230.010 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 35][Batch 469], Speed: 217.954 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 35][Batch 479], Speed: 211.962 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 35][Batch 489], Speed: 208.513 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 35][Batch 499], Speed: 226.327 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.219 [Epoch 35][Batch 509], Speed: 201.349 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 35][Batch 519], Speed: 225.730 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 35][Batch 529], Speed: 215.002 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 35][Batch 539], Speed: 211.803 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 35][Batch 549], Speed: 222.180 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 35][Batch 559], Speed: 170.125 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 35][Batch 569], Speed: 207.850 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.218 [Epoch 35][Batch 579], Speed: 228.111 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 35][Batch 589], Speed: 228.915 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 35][Batch 599], Speed: 193.307 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 35][Batch 609], Speed: 213.756 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 35][Batch 619], Speed: 216.133 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 35][Batch 629], Speed: 221.884 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 35][Batch 639], Speed: 213.558 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 35][Batch 649], Speed: 222.761 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.217 [Epoch 35][Batch 659], Speed: 207.634 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 35][Batch 669], Speed: 225.401 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 35][Batch 679], Speed: 203.000 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 35][Batch 689], Speed: 204.584 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 35][Batch 699], Speed: 210.032 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 35][Batch 709], Speed: 201.086 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 35][Batch 719], Speed: 203.371 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.216 [Epoch 35][Batch 729], Speed: 226.036 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 35][Batch 739], Speed: 221.235 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 35][Batch 749], Speed: 215.126 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 35][Batch 759], Speed: 204.762 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 35][Batch 769], Speed: 206.984 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 35][Batch 779], Speed: 215.982 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 35][Batch 789], Speed: 206.051 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.215 [Epoch 35][Batch 799], Speed: 211.342 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 35][Batch 809], Speed: 220.595 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 35][Batch 819], Speed: 232.495 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 35][Batch 829], Speed: 215.428 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 35][Batch 839], Speed: 204.470 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 35][Batch 849], Speed: 218.538 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 35][Batch 859], Speed: 208.475 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 35][Batch 869], Speed: 227.366 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.214 [Epoch 35][Batch 879], Speed: 230.233 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 35][Batch 889], Speed: 218.240 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 35][Batch 899], Speed: 207.906 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 35][Batch 909], Speed: 221.009 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 35][Batch 919], Speed: 226.212 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 35][Batch 929], Speed: 193.721 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 35][Batch 939], Speed: 225.717 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.213 [Epoch 35][Batch 949], Speed: 215.716 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.212 [Epoch 35][Batch 959], Speed: 213.702 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.212 [Epoch 35][Batch 969], Speed: 213.366 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.212 [Epoch 35][Batch 979], Speed: 212.229 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.212 [Epoch 35][Batch 989], Speed: 215.037 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.212 [Epoch 35][Batch 999], Speed: 204.774 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.212 [Epoch 35][Batch 1009], Speed: 209.007 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.212 [Epoch 35][Batch 1019], Speed: 186.370 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.212 [Epoch 35][Batch 1029], Speed: 221.121 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.211 [Epoch 35][Batch 1039], Speed: 213.841 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.211 [Epoch 35][Batch 1049], Speed: 229.048 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.211 [Epoch 35][Batch 1059], Speed: 217.927 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.211 [Epoch 35][Batch 1069], Speed: 222.290 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.211 [Epoch 35][Batch 1079], Speed: 213.004 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.211 [Epoch 35][Batch 1089], Speed: 221.840 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.211 [Epoch 35][Batch 1099], Speed: 215.802 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 35][Batch 1109], Speed: 194.163 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 35][Batch 1119], Speed: 230.366 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 35][Batch 1129], Speed: 212.417 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 35][Batch 1139], Speed: 215.566 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 35][Batch 1149], Speed: 234.464 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 35][Batch 1159], Speed: 228.979 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 35][Batch 1169], Speed: 231.735 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.210 [Epoch 35][Batch 1179], Speed: 231.011 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 35][Batch 1189], Speed: 206.367 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 35][Batch 1199], Speed: 197.931 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 35][Batch 1209], Speed: 207.077 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 35][Batch 1219], Speed: 215.219 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 35] Training cost: 558.902, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.209 [Epoch 36][Batch 9], Speed: 211.838 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.231, HeatmapFocal=2.209 [Epoch 36][Batch 19], Speed: 223.142 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.231, HeatmapFocal=2.209 [Epoch 36][Batch 29], Speed: 213.210 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.208 [Epoch 36][Batch 39], Speed: 210.599 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.208 [Epoch 36][Batch 49], Speed: 211.671 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.231, HeatmapFocal=2.208 [Epoch 36][Batch 59], Speed: 208.671 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.208 [Epoch 36][Batch 69], Speed: 223.683 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.208 [Epoch 36][Batch 79], Speed: 229.732 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.208 [Epoch 36][Batch 89], Speed: 203.641 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.208 [Epoch 36][Batch 99], Speed: 224.759 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.207 [Epoch 36][Batch 109], Speed: 224.381 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.207 [Epoch 36][Batch 119], Speed: 207.477 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.231, HeatmapFocal=2.207 [Epoch 36][Batch 129], Speed: 236.382 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.207 [Epoch 36][Batch 139], Speed: 236.122 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.207 [Epoch 36][Batch 149], Speed: 234.038 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.207 [Epoch 36][Batch 159], Speed: 190.054 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.207 [Epoch 36][Batch 169], Speed: 213.957 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.207 [Epoch 36][Batch 179], Speed: 209.023 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.206 [Epoch 36][Batch 189], Speed: 221.988 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.206 [Epoch 36][Batch 199], Speed: 231.327 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.206 [Epoch 36][Batch 209], Speed: 227.939 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.206 [Epoch 36][Batch 219], Speed: 227.421 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.206 [Epoch 36][Batch 229], Speed: 223.468 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.206 [Epoch 36][Batch 239], Speed: 228.042 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.206 [Epoch 36][Batch 249], Speed: 228.869 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.205 [Epoch 36][Batch 259], Speed: 216.538 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.205 [Epoch 36][Batch 269], Speed: 227.143 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.205 [Epoch 36][Batch 279], Speed: 196.962 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.205 [Epoch 36][Batch 289], Speed: 190.507 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.205 [Epoch 36][Batch 299], Speed: 220.137 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.205 [Epoch 36][Batch 309], Speed: 238.345 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.205 [Epoch 36][Batch 319], Speed: 220.639 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.205 [Epoch 36][Batch 329], Speed: 194.571 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.204 [Epoch 36][Batch 339], Speed: 228.933 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.231, HeatmapFocal=2.204 [Epoch 36][Batch 349], Speed: 214.887 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.204 [Epoch 36][Batch 359], Speed: 203.891 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.204 [Epoch 36][Batch 369], Speed: 221.326 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.204 [Epoch 36][Batch 379], Speed: 188.577 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.204 [Epoch 36][Batch 389], Speed: 225.948 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.204 [Epoch 36][Batch 399], Speed: 197.181 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.204 [Epoch 36][Batch 409], Speed: 198.594 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.203 [Epoch 36][Batch 419], Speed: 231.497 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.203 [Epoch 36][Batch 429], Speed: 224.520 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.203 [Epoch 36][Batch 439], Speed: 206.865 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.203 [Epoch 36][Batch 449], Speed: 232.701 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.203 [Epoch 36][Batch 459], Speed: 213.504 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.231, HeatmapFocal=2.203 [Epoch 36][Batch 469], Speed: 213.543 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.203 [Epoch 36][Batch 479], Speed: 223.919 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.202 [Epoch 36][Batch 489], Speed: 222.772 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.202 [Epoch 36][Batch 499], Speed: 198.552 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.202 [Epoch 36][Batch 509], Speed: 234.214 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.202 [Epoch 36][Batch 519], Speed: 223.210 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.202 [Epoch 36][Batch 529], Speed: 225.172 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.202 [Epoch 36][Batch 539], Speed: 210.695 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.202 [Epoch 36][Batch 549], Speed: 224.801 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.202 [Epoch 36][Batch 559], Speed: 212.854 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.201 [Epoch 36][Batch 569], Speed: 227.064 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 36][Batch 579], Speed: 229.376 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 36][Batch 589], Speed: 215.235 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 36][Batch 599], Speed: 225.892 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 36][Batch 609], Speed: 217.032 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 36][Batch 619], Speed: 225.362 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.201 [Epoch 36][Batch 629], Speed: 212.112 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.200 [Epoch 36][Batch 639], Speed: 210.261 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.200 [Epoch 36][Batch 649], Speed: 217.218 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.200 [Epoch 36][Batch 659], Speed: 213.363 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.200 [Epoch 36][Batch 669], Speed: 232.532 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.200 [Epoch 36][Batch 679], Speed: 218.774 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.200 [Epoch 36][Batch 689], Speed: 231.665 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.200 [Epoch 36][Batch 699], Speed: 191.968 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.200 [Epoch 36][Batch 709], Speed: 221.699 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.199 [Epoch 36][Batch 719], Speed: 215.964 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.199 [Epoch 36][Batch 729], Speed: 230.202 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.199 [Epoch 36][Batch 739], Speed: 213.417 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.199 [Epoch 36][Batch 749], Speed: 225.723 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.199 [Epoch 36][Batch 759], Speed: 211.222 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.199 [Epoch 36][Batch 769], Speed: 212.935 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.199 [Epoch 36][Batch 779], Speed: 228.747 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.199 [Epoch 36][Batch 789], Speed: 217.748 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.198 [Epoch 36][Batch 799], Speed: 212.514 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.198 [Epoch 36][Batch 809], Speed: 223.391 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.198 [Epoch 36][Batch 819], Speed: 206.052 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.198 [Epoch 36][Batch 829], Speed: 214.240 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.198 [Epoch 36][Batch 839], Speed: 192.763 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.198 [Epoch 36][Batch 849], Speed: 217.685 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.198 [Epoch 36][Batch 859], Speed: 213.100 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.198 [Epoch 36][Batch 869], Speed: 229.500 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.197 [Epoch 36][Batch 879], Speed: 204.081 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.197 [Epoch 36][Batch 889], Speed: 220.713 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 36][Batch 899], Speed: 214.533 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 36][Batch 909], Speed: 209.359 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 36][Batch 919], Speed: 224.725 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 36][Batch 929], Speed: 229.236 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 36][Batch 939], Speed: 212.629 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.197 [Epoch 36][Batch 949], Speed: 223.812 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.196 [Epoch 36][Batch 959], Speed: 217.510 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.196 [Epoch 36][Batch 969], Speed: 220.816 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.196 [Epoch 36][Batch 979], Speed: 209.543 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.196 [Epoch 36][Batch 989], Speed: 210.977 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.196 [Epoch 36][Batch 999], Speed: 219.653 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.196 [Epoch 36][Batch 1009], Speed: 204.281 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.196 [Epoch 36][Batch 1019], Speed: 214.182 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.196 [Epoch 36][Batch 1029], Speed: 200.204 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.195 [Epoch 36][Batch 1039], Speed: 239.250 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.195 [Epoch 36][Batch 1049], Speed: 206.751 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.195 [Epoch 36][Batch 1059], Speed: 223.870 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.195 [Epoch 36][Batch 1069], Speed: 199.928 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.195 [Epoch 36][Batch 1079], Speed: 208.538 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.195 [Epoch 36][Batch 1089], Speed: 196.728 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.195 [Epoch 36][Batch 1099], Speed: 216.314 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.195 [Epoch 36][Batch 1109], Speed: 212.505 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.194 [Epoch 36][Batch 1119], Speed: 204.730 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.194 [Epoch 36][Batch 1129], Speed: 237.594 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.194 [Epoch 36][Batch 1139], Speed: 207.086 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.231, HeatmapFocal=2.194 [Epoch 36][Batch 1149], Speed: 232.956 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.194 [Epoch 36][Batch 1159], Speed: 207.214 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.231, HeatmapFocal=2.194 [Epoch 36][Batch 1169], Speed: 228.105 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.194 [Epoch 36][Batch 1179], Speed: 214.706 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.194 [Epoch 36][Batch 1189], Speed: 215.895 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 36][Batch 1199], Speed: 208.284 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 36][Batch 1209], Speed: 213.223 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 36][Batch 1219], Speed: 205.821 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 36] Training cost: 558.668, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 37][Batch 9], Speed: 208.797 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.193 [Epoch 37][Batch 19], Speed: 211.833 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.193 [Epoch 37][Batch 29], Speed: 204.475 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.193 [Epoch 37][Batch 39], Speed: 223.058 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.193 [Epoch 37][Batch 49], Speed: 222.731 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 37][Batch 59], Speed: 212.862 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 37][Batch 69], Speed: 225.852 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 37][Batch 79], Speed: 215.657 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 37][Batch 89], Speed: 222.030 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 37][Batch 99], Speed: 227.455 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 37][Batch 109], Speed: 190.572 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.192 [Epoch 37][Batch 119], Speed: 211.524 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 37][Batch 129], Speed: 212.619 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 37][Batch 139], Speed: 210.081 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 37][Batch 149], Speed: 223.982 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 37][Batch 159], Speed: 231.654 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 37][Batch 169], Speed: 221.608 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 37][Batch 179], Speed: 223.130 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 37][Batch 189], Speed: 212.410 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.191 [Epoch 37][Batch 199], Speed: 229.877 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 37][Batch 209], Speed: 234.472 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 37][Batch 219], Speed: 222.723 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 37][Batch 229], Speed: 203.274 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 37][Batch 239], Speed: 233.515 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 37][Batch 249], Speed: 210.325 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 37][Batch 259], Speed: 207.398 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 37][Batch 269], Speed: 231.170 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.190 [Epoch 37][Batch 279], Speed: 222.557 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 37][Batch 289], Speed: 209.767 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 37][Batch 299], Speed: 209.434 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 37][Batch 309], Speed: 213.571 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 37][Batch 319], Speed: 215.256 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 37][Batch 329], Speed: 233.213 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 37][Batch 339], Speed: 223.728 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.189 [Epoch 37][Batch 349], Speed: 216.862 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.188 [Epoch 37][Batch 359], Speed: 216.071 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.188 [Epoch 37][Batch 369], Speed: 214.689 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.188 [Epoch 37][Batch 379], Speed: 213.579 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.188 [Epoch 37][Batch 389], Speed: 217.486 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.188 [Epoch 37][Batch 399], Speed: 214.206 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.188 [Epoch 37][Batch 409], Speed: 234.800 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.188 [Epoch 37][Batch 419], Speed: 213.124 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.188 [Epoch 37][Batch 429], Speed: 231.772 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 37][Batch 439], Speed: 221.454 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 37][Batch 449], Speed: 216.675 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 37][Batch 459], Speed: 209.968 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 37][Batch 469], Speed: 229.958 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 37][Batch 479], Speed: 219.315 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 37][Batch 489], Speed: 223.622 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 37][Batch 499], Speed: 203.955 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.187 [Epoch 37][Batch 509], Speed: 215.456 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 37][Batch 519], Speed: 220.729 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 37][Batch 529], Speed: 232.611 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 37][Batch 539], Speed: 212.016 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 37][Batch 549], Speed: 218.561 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 37][Batch 559], Speed: 212.619 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 37][Batch 569], Speed: 225.705 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 37][Batch 579], Speed: 229.464 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.186 [Epoch 37][Batch 589], Speed: 221.379 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 37][Batch 599], Speed: 211.356 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 37][Batch 609], Speed: 220.848 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 37][Batch 619], Speed: 210.736 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 37][Batch 629], Speed: 199.616 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 37][Batch 639], Speed: 214.088 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 37][Batch 649], Speed: 215.528 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 37][Batch 659], Speed: 206.347 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.185 [Epoch 37][Batch 669], Speed: 225.509 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 37][Batch 679], Speed: 219.157 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 37][Batch 689], Speed: 225.539 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 37][Batch 699], Speed: 210.848 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 37][Batch 709], Speed: 229.651 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 37][Batch 719], Speed: 207.071 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 37][Batch 729], Speed: 222.669 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 37][Batch 739], Speed: 216.612 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 37][Batch 749], Speed: 200.200 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.184 [Epoch 37][Batch 759], Speed: 204.575 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 37][Batch 769], Speed: 231.977 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 37][Batch 779], Speed: 218.574 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 37][Batch 789], Speed: 226.896 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 37][Batch 799], Speed: 230.516 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 37][Batch 809], Speed: 214.995 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 37][Batch 819], Speed: 221.108 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 37][Batch 829], Speed: 229.053 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.183 [Epoch 37][Batch 839], Speed: 193.149 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 37][Batch 849], Speed: 193.305 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 37][Batch 859], Speed: 216.713 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 37][Batch 869], Speed: 211.680 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 37][Batch 879], Speed: 200.729 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 37][Batch 889], Speed: 214.222 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 37][Batch 899], Speed: 203.146 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 37][Batch 909], Speed: 222.599 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.182 [Epoch 37][Batch 919], Speed: 187.277 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 37][Batch 929], Speed: 217.220 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 37][Batch 939], Speed: 220.848 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 37][Batch 949], Speed: 217.542 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 37][Batch 959], Speed: 185.725 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 37][Batch 969], Speed: 203.549 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 37][Batch 979], Speed: 198.072 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 37][Batch 989], Speed: 223.589 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.181 [Epoch 37][Batch 999], Speed: 228.715 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 37][Batch 1009], Speed: 222.354 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 37][Batch 1019], Speed: 211.846 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 37][Batch 1029], Speed: 216.504 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 37][Batch 1039], Speed: 213.373 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 37][Batch 1049], Speed: 225.098 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 37][Batch 1059], Speed: 220.026 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 37][Batch 1069], Speed: 231.582 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 37][Batch 1079], Speed: 216.412 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.180 [Epoch 37][Batch 1089], Speed: 202.711 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 37][Batch 1099], Speed: 226.881 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 37][Batch 1109], Speed: 201.584 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 37][Batch 1119], Speed: 205.749 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 37][Batch 1129], Speed: 221.805 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 37][Batch 1139], Speed: 209.172 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 37][Batch 1149], Speed: 201.615 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 37][Batch 1159], Speed: 204.250 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.179 [Epoch 37][Batch 1169], Speed: 210.298 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 37][Batch 1179], Speed: 218.595 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 37][Batch 1189], Speed: 208.874 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 37][Batch 1199], Speed: 222.739 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 37][Batch 1209], Speed: 206.740 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 37][Batch 1219], Speed: 197.800 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 37] Training cost: 561.043, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.178 [Epoch 38][Batch 9], Speed: 196.435 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.234, HeatmapFocal=2.178 [Epoch 38][Batch 19], Speed: 211.499 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=2.178 [Epoch 38][Batch 29], Speed: 211.885 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.231, HeatmapFocal=2.177 [Epoch 38][Batch 39], Speed: 229.638 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.231, HeatmapFocal=2.177 [Epoch 38][Batch 49], Speed: 211.126 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 38][Batch 59], Speed: 199.456 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 38][Batch 69], Speed: 214.885 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 38][Batch 79], Speed: 192.144 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 38][Batch 89], Speed: 217.827 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 38][Batch 99], Speed: 224.406 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.177 [Epoch 38][Batch 109], Speed: 226.156 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 38][Batch 119], Speed: 197.970 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 38][Batch 129], Speed: 215.654 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 38][Batch 139], Speed: 222.772 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 38][Batch 149], Speed: 223.676 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 38][Batch 159], Speed: 230.453 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 38][Batch 169], Speed: 207.886 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 38][Batch 179], Speed: 210.687 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.176 [Epoch 38][Batch 189], Speed: 215.873 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 38][Batch 199], Speed: 225.963 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 38][Batch 209], Speed: 208.080 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 38][Batch 219], Speed: 227.143 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 38][Batch 229], Speed: 221.567 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 38][Batch 239], Speed: 217.446 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 38][Batch 249], Speed: 215.213 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 38][Batch 259], Speed: 211.472 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.175 [Epoch 38][Batch 269], Speed: 216.748 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 38][Batch 279], Speed: 221.128 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 38][Batch 289], Speed: 206.298 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 38][Batch 299], Speed: 201.886 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 38][Batch 309], Speed: 213.501 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 38][Batch 319], Speed: 203.786 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 38][Batch 329], Speed: 224.852 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 38][Batch 339], Speed: 231.324 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.174 [Epoch 38][Batch 349], Speed: 198.363 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 38][Batch 359], Speed: 210.755 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 38][Batch 369], Speed: 224.440 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 38][Batch 379], Speed: 220.010 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 38][Batch 389], Speed: 226.860 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 38][Batch 399], Speed: 224.332 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 38][Batch 409], Speed: 218.735 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 38][Batch 419], Speed: 227.975 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.173 [Epoch 38][Batch 429], Speed: 208.343 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 38][Batch 439], Speed: 204.020 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 38][Batch 449], Speed: 206.159 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 38][Batch 459], Speed: 227.116 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 38][Batch 469], Speed: 212.337 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 38][Batch 479], Speed: 220.715 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 38][Batch 489], Speed: 230.077 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 38][Batch 499], Speed: 219.873 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 38][Batch 509], Speed: 203.935 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.172 [Epoch 38][Batch 519], Speed: 199.951 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 38][Batch 529], Speed: 198.800 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 38][Batch 539], Speed: 210.232 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 38][Batch 549], Speed: 197.409 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 38][Batch 559], Speed: 218.869 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 38][Batch 569], Speed: 199.613 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 38][Batch 579], Speed: 225.887 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 38][Batch 589], Speed: 187.619 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.171 [Epoch 38][Batch 599], Speed: 205.608 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 38][Batch 609], Speed: 204.835 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 38][Batch 619], Speed: 220.830 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 38][Batch 629], Speed: 204.287 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 38][Batch 639], Speed: 224.300 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 38][Batch 649], Speed: 202.545 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 38][Batch 659], Speed: 203.001 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 38][Batch 669], Speed: 214.288 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.170 [Epoch 38][Batch 679], Speed: 210.725 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 38][Batch 689], Speed: 207.594 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 38][Batch 699], Speed: 221.161 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 38][Batch 709], Speed: 221.207 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 38][Batch 719], Speed: 217.393 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 38][Batch 729], Speed: 186.293 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 38][Batch 739], Speed: 225.740 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 38][Batch 749], Speed: 205.355 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 38][Batch 759], Speed: 224.587 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.169 [Epoch 38][Batch 769], Speed: 215.932 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 38][Batch 779], Speed: 191.844 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 38][Batch 789], Speed: 233.144 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 38][Batch 799], Speed: 219.355 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 38][Batch 809], Speed: 204.102 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 38][Batch 819], Speed: 232.993 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 38][Batch 829], Speed: 227.853 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 38][Batch 839], Speed: 221.259 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.168 [Epoch 38][Batch 849], Speed: 224.719 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 38][Batch 859], Speed: 200.730 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 38][Batch 869], Speed: 213.548 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 38][Batch 879], Speed: 216.692 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 38][Batch 889], Speed: 217.749 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 38][Batch 899], Speed: 210.995 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 38][Batch 909], Speed: 225.675 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 38][Batch 919], Speed: 211.634 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 38][Batch 929], Speed: 227.003 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.167 [Epoch 38][Batch 939], Speed: 223.168 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 38][Batch 949], Speed: 223.181 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 38][Batch 959], Speed: 212.117 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 38][Batch 969], Speed: 225.061 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 38][Batch 979], Speed: 221.445 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 38][Batch 989], Speed: 202.836 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 38][Batch 999], Speed: 211.660 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 38][Batch 1009], Speed: 201.443 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.166 [Epoch 38][Batch 1019], Speed: 204.776 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 38][Batch 1029], Speed: 211.270 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 38][Batch 1039], Speed: 225.652 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 38][Batch 1049], Speed: 219.025 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 38][Batch 1059], Speed: 223.116 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 38][Batch 1069], Speed: 223.612 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 38][Batch 1079], Speed: 201.829 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 38][Batch 1089], Speed: 213.207 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 38][Batch 1099], Speed: 216.691 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.165 [Epoch 38][Batch 1109], Speed: 201.318 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.164 [Epoch 38][Batch 1119], Speed: 227.798 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.164 [Epoch 38][Batch 1129], Speed: 226.256 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.164 [Epoch 38][Batch 1139], Speed: 211.500 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.164 [Epoch 38][Batch 1149], Speed: 213.157 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.164 [Epoch 38][Batch 1159], Speed: 212.353 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.164 [Epoch 38][Batch 1169], Speed: 217.575 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.164 [Epoch 38][Batch 1179], Speed: 205.441 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.164 [Epoch 38][Batch 1189], Speed: 229.693 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.164 [Epoch 38][Batch 1199], Speed: 205.356 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.163 [Epoch 38][Batch 1209], Speed: 202.624 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.163 [Epoch 38][Batch 1219], Speed: 213.765 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.163 [Epoch 38] Training cost: 559.861, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.163 [Epoch 39][Batch 9], Speed: 170.387 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.227, HeatmapFocal=2.163 [Epoch 39][Batch 19], Speed: 218.509 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.163 [Epoch 39][Batch 29], Speed: 222.292 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.163 [Epoch 39][Batch 39], Speed: 224.311 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.163 [Epoch 39][Batch 49], Speed: 227.470 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.163 [Epoch 39][Batch 59], Speed: 207.699 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 39][Batch 69], Speed: 226.575 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 39][Batch 79], Speed: 212.546 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 39][Batch 89], Speed: 213.484 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 39][Batch 99], Speed: 206.980 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 39][Batch 109], Speed: 227.397 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 39][Batch 119], Speed: 214.012 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 39][Batch 129], Speed: 227.759 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.162 [Epoch 39][Batch 139], Speed: 224.410 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 39][Batch 149], Speed: 230.353 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 39][Batch 159], Speed: 219.396 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 39][Batch 169], Speed: 223.391 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 39][Batch 179], Speed: 218.960 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 39][Batch 189], Speed: 216.762 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 39][Batch 199], Speed: 214.127 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 39][Batch 209], Speed: 212.078 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 39][Batch 219], Speed: 225.349 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.161 [Epoch 39][Batch 229], Speed: 232.614 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.160 [Epoch 39][Batch 239], Speed: 208.089 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.160 [Epoch 39][Batch 249], Speed: 226.741 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.160 [Epoch 39][Batch 259], Speed: 232.202 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.160 [Epoch 39][Batch 269], Speed: 212.503 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.160 [Epoch 39][Batch 279], Speed: 227.113 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.160 [Epoch 39][Batch 289], Speed: 217.667 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.160 [Epoch 39][Batch 299], Speed: 221.057 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.160 [Epoch 39][Batch 309], Speed: 219.673 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.159 [Epoch 39][Batch 319], Speed: 213.584 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.159 [Epoch 39][Batch 329], Speed: 228.033 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.159 [Epoch 39][Batch 339], Speed: 221.766 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.159 [Epoch 39][Batch 349], Speed: 220.282 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.159 [Epoch 39][Batch 359], Speed: 201.187 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.159 [Epoch 39][Batch 369], Speed: 226.785 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.159 [Epoch 39][Batch 379], Speed: 230.572 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.159 [Epoch 39][Batch 389], Speed: 230.445 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.158 [Epoch 39][Batch 399], Speed: 218.333 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.158 [Epoch 39][Batch 409], Speed: 229.111 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.158 [Epoch 39][Batch 419], Speed: 205.653 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.158 [Epoch 39][Batch 429], Speed: 206.262 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.158 [Epoch 39][Batch 439], Speed: 234.443 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.158 [Epoch 39][Batch 449], Speed: 228.149 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.158 [Epoch 39][Batch 459], Speed: 214.187 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.158 [Epoch 39][Batch 469], Speed: 218.430 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.158 [Epoch 39][Batch 479], Speed: 189.042 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.157 [Epoch 39][Batch 489], Speed: 212.145 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.157 [Epoch 39][Batch 499], Speed: 221.867 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.157 [Epoch 39][Batch 509], Speed: 221.845 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.157 [Epoch 39][Batch 519], Speed: 200.861 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.157 [Epoch 39][Batch 529], Speed: 218.543 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.157 [Epoch 39][Batch 539], Speed: 209.889 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.157 [Epoch 39][Batch 549], Speed: 212.212 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.157 [Epoch 39][Batch 559], Speed: 209.065 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.157 [Epoch 39][Batch 569], Speed: 218.064 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.156 [Epoch 39][Batch 579], Speed: 211.852 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.156 [Epoch 39][Batch 589], Speed: 215.646 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.156 [Epoch 39][Batch 599], Speed: 191.588 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.156 [Epoch 39][Batch 609], Speed: 214.783 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.156 [Epoch 39][Batch 619], Speed: 207.734 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.156 [Epoch 39][Batch 629], Speed: 224.166 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.156 [Epoch 39][Batch 639], Speed: 207.839 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.156 [Epoch 39][Batch 649], Speed: 207.195 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.156 [Epoch 39][Batch 659], Speed: 217.273 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.155 [Epoch 39][Batch 669], Speed: 183.174 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.155 [Epoch 39][Batch 679], Speed: 232.744 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.155 [Epoch 39][Batch 689], Speed: 222.747 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.155 [Epoch 39][Batch 699], Speed: 219.767 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.155 [Epoch 39][Batch 709], Speed: 227.376 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.155 [Epoch 39][Batch 719], Speed: 220.585 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.155 [Epoch 39][Batch 729], Speed: 195.104 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.155 [Epoch 39][Batch 739], Speed: 225.754 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.154 [Epoch 39][Batch 749], Speed: 229.945 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.154 [Epoch 39][Batch 759], Speed: 208.787 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.154 [Epoch 39][Batch 769], Speed: 219.175 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.154 [Epoch 39][Batch 779], Speed: 203.610 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.154 [Epoch 39][Batch 789], Speed: 216.645 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.154 [Epoch 39][Batch 799], Speed: 230.583 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.154 [Epoch 39][Batch 809], Speed: 196.664 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.154 [Epoch 39][Batch 819], Speed: 219.395 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.154 [Epoch 39][Batch 829], Speed: 220.714 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 39][Batch 839], Speed: 202.843 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 39][Batch 849], Speed: 213.077 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 39][Batch 859], Speed: 231.280 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 39][Batch 869], Speed: 219.266 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 39][Batch 879], Speed: 219.689 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 39][Batch 889], Speed: 211.480 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 39][Batch 899], Speed: 194.932 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 39][Batch 909], Speed: 211.236 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.153 [Epoch 39][Batch 919], Speed: 224.979 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.152 [Epoch 39][Batch 929], Speed: 228.377 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.152 [Epoch 39][Batch 939], Speed: 221.149 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.152 [Epoch 39][Batch 949], Speed: 219.305 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.152 [Epoch 39][Batch 959], Speed: 208.771 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.152 [Epoch 39][Batch 969], Speed: 201.168 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.152 [Epoch 39][Batch 979], Speed: 217.237 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.152 [Epoch 39][Batch 989], Speed: 227.539 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.152 [Epoch 39][Batch 999], Speed: 193.005 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.152 [Epoch 39][Batch 1009], Speed: 213.012 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.151 [Epoch 39][Batch 1019], Speed: 196.082 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.151 [Epoch 39][Batch 1029], Speed: 212.807 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.151 [Epoch 39][Batch 1039], Speed: 199.411 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.151 [Epoch 39][Batch 1049], Speed: 222.999 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.151 [Epoch 39][Batch 1059], Speed: 210.541 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.151 [Epoch 39][Batch 1069], Speed: 220.272 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.151 [Epoch 39][Batch 1079], Speed: 212.773 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.151 [Epoch 39][Batch 1089], Speed: 210.459 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.151 [Epoch 39][Batch 1099], Speed: 220.427 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.150 [Epoch 39][Batch 1109], Speed: 218.139 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.150 [Epoch 39][Batch 1119], Speed: 239.749 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.150 [Epoch 39][Batch 1129], Speed: 211.009 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.150 [Epoch 39][Batch 1139], Speed: 234.367 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.150 [Epoch 39][Batch 1149], Speed: 237.798 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.150 [Epoch 39][Batch 1159], Speed: 206.902 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.150 [Epoch 39][Batch 1169], Speed: 227.971 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.150 [Epoch 39][Batch 1179], Speed: 199.707 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.150 [Epoch 39][Batch 1189], Speed: 229.812 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 39][Batch 1199], Speed: 227.908 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 39][Batch 1209], Speed: 236.992 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 39][Batch 1219], Speed: 209.087 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 39] Training cost: 558.517, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 40][Batch 9], Speed: 210.737 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.231, HeatmapFocal=2.149 [Epoch 40][Batch 19], Speed: 222.279 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 40][Batch 29], Speed: 233.064 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 40][Batch 39], Speed: 211.976 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.149 [Epoch 40][Batch 49], Speed: 219.888 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 40][Batch 59], Speed: 213.040 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 40][Batch 69], Speed: 227.725 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 40][Batch 79], Speed: 228.655 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 40][Batch 89], Speed: 220.194 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 40][Batch 99], Speed: 206.830 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 40][Batch 109], Speed: 205.422 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 40][Batch 119], Speed: 182.070 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 40][Batch 129], Speed: 235.613 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.148 [Epoch 40][Batch 139], Speed: 209.632 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 40][Batch 149], Speed: 214.892 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 40][Batch 159], Speed: 218.783 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 40][Batch 169], Speed: 206.411 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.147 [Epoch 40][Batch 179], Speed: 220.938 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.147 [Epoch 40][Batch 189], Speed: 233.091 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.147 [Epoch 40][Batch 199], Speed: 209.273 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 40][Batch 209], Speed: 212.118 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 40][Batch 219], Speed: 204.070 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.147 [Epoch 40][Batch 229], Speed: 228.915 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 40][Batch 239], Speed: 216.241 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 40][Batch 249], Speed: 222.489 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 40][Batch 259], Speed: 219.778 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 40][Batch 269], Speed: 208.603 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 40][Batch 279], Speed: 210.969 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 40][Batch 289], Speed: 219.943 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 40][Batch 299], Speed: 214.174 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 40][Batch 309], Speed: 236.527 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.146 [Epoch 40][Batch 319], Speed: 224.157 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 40][Batch 329], Speed: 228.878 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 40][Batch 339], Speed: 221.903 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 40][Batch 349], Speed: 209.717 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 40][Batch 359], Speed: 226.030 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 40][Batch 369], Speed: 233.437 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 40][Batch 379], Speed: 197.793 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 40][Batch 389], Speed: 215.091 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 40][Batch 399], Speed: 213.473 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.145 [Epoch 40][Batch 409], Speed: 201.975 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 40][Batch 419], Speed: 220.507 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 40][Batch 429], Speed: 230.069 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 40][Batch 439], Speed: 214.809 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 40][Batch 449], Speed: 220.520 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 40][Batch 459], Speed: 215.546 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 40][Batch 469], Speed: 204.479 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 40][Batch 479], Speed: 220.045 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 40][Batch 489], Speed: 216.742 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.144 [Epoch 40][Batch 499], Speed: 201.009 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 40][Batch 509], Speed: 199.213 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 40][Batch 519], Speed: 216.508 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 40][Batch 529], Speed: 226.474 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 40][Batch 539], Speed: 222.353 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 40][Batch 549], Speed: 232.874 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 40][Batch 559], Speed: 217.493 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 40][Batch 569], Speed: 214.239 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 40][Batch 579], Speed: 218.488 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.143 [Epoch 40][Batch 589], Speed: 212.951 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 40][Batch 599], Speed: 224.254 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 40][Batch 609], Speed: 226.424 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 40][Batch 619], Speed: 217.881 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 40][Batch 629], Speed: 226.856 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 40][Batch 639], Speed: 221.765 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 40][Batch 649], Speed: 232.053 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.142 [Epoch 40][Batch 659], Speed: 215.509 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.142 [Epoch 40][Batch 669], Speed: 235.721 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.142 [Epoch 40][Batch 679], Speed: 223.888 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.141 [Epoch 40][Batch 689], Speed: 227.420 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.141 [Epoch 40][Batch 699], Speed: 221.641 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.141 [Epoch 40][Batch 709], Speed: 222.347 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.141 [Epoch 40][Batch 719], Speed: 221.393 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.141 [Epoch 40][Batch 729], Speed: 227.247 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.141 [Epoch 40][Batch 739], Speed: 215.776 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.141 [Epoch 40][Batch 749], Speed: 215.910 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.141 [Epoch 40][Batch 759], Speed: 204.285 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.141 [Epoch 40][Batch 769], Speed: 207.739 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.140 [Epoch 40][Batch 779], Speed: 196.011 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.140 [Epoch 40][Batch 789], Speed: 229.991 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.140 [Epoch 40][Batch 799], Speed: 211.141 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.140 [Epoch 40][Batch 809], Speed: 211.265 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.140 [Epoch 40][Batch 819], Speed: 229.440 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.140 [Epoch 40][Batch 829], Speed: 190.665 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.140 [Epoch 40][Batch 839], Speed: 200.861 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.140 [Epoch 40][Batch 849], Speed: 218.606 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.140 [Epoch 40][Batch 859], Speed: 222.535 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.139 [Epoch 40][Batch 869], Speed: 204.619 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.139 [Epoch 40][Batch 879], Speed: 202.197 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.139 [Epoch 40][Batch 889], Speed: 229.298 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.139 [Epoch 40][Batch 899], Speed: 195.866 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.139 [Epoch 40][Batch 909], Speed: 224.691 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.139 [Epoch 40][Batch 919], Speed: 209.535 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.139 [Epoch 40][Batch 929], Speed: 221.536 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.139 [Epoch 40][Batch 939], Speed: 210.292 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.139 [Epoch 40][Batch 949], Speed: 223.882 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 40][Batch 959], Speed: 211.921 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 40][Batch 969], Speed: 214.418 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 40][Batch 979], Speed: 211.588 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 40][Batch 989], Speed: 202.553 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 40][Batch 999], Speed: 208.526 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 40][Batch 1009], Speed: 216.403 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 40][Batch 1019], Speed: 211.743 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 40][Batch 1029], Speed: 239.033 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 40][Batch 1039], Speed: 212.662 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.138 [Epoch 40][Batch 1049], Speed: 215.591 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 40][Batch 1059], Speed: 216.715 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 40][Batch 1069], Speed: 209.742 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 40][Batch 1079], Speed: 229.114 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 40][Batch 1089], Speed: 213.922 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 40][Batch 1099], Speed: 220.049 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 40][Batch 1109], Speed: 203.199 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 40][Batch 1119], Speed: 208.223 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 40][Batch 1129], Speed: 215.150 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.137 [Epoch 40][Batch 1139], Speed: 214.841 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 40][Batch 1149], Speed: 207.087 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 40][Batch 1159], Speed: 189.369 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 40][Batch 1169], Speed: 217.994 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 40][Batch 1179], Speed: 226.234 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 40][Batch 1189], Speed: 211.284 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 40][Batch 1199], Speed: 205.588 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 40][Batch 1209], Speed: 219.050 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 40][Batch 1219], Speed: 202.161 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 40] Training cost: 561.033, WHL1=0.302, CenterRegL1=0.230, HeatmapFocal=2.136 [Epoch 40] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.245 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.075 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.266 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.379 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.234 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.354 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.363 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.119 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.587 person=36.5 bicycle=15.8 car=21.0 motorcycle=26.6 airplane=42.1 bus=47.0 train=45.3 truck=17.2 boat=9.0 traffic light=12.5 fire hydrant=49.1 stop sign=43.5 parking meter=30.9 bench=11.0 bird=19.4 cat=49.9 dog=42.9 horse=39.8 sheep=31.2 cow=34.0 elephant=47.1 bear=56.6 zebra=52.3 giraffe=54.9 backpack=5.5 umbrella=24.2 handbag=4.4 tie=16.0 suitcase=18.1 frisbee=36.2 skis=9.9 snowboard=9.2 sports ball=17.1 kite=21.0 baseball bat=10.2 baseball glove=18.7 skateboard=33.7 surfboard=16.6 tennis racket=27.3 bottle=18.6 wine glass=16.9 cup=22.0 fork=13.0 knife=3.4 spoon=3.4 bowl=20.9 banana=12.7 apple=6.5 sandwich=22.7 orange=21.5 broccoli=13.8 carrot=9.1 hot dog=19.2 pizza=34.2 donut=26.0 cake=20.7 chair=14.2 couch=28.7 potted plant=14.7 bed=22.2 dining table=14.1 toilet=47.4 tv=39.0 laptop=37.7 mouse=34.1 remote=6.7 keyboard=31.0 cell phone=16.1 microwave=37.4 oven=17.3 toaster=6.7 sink=20.5 refrigerator=33.0 book=2.8 clock=33.0 vase=19.0 scissors=12.8 teddy bear=29.8 hair drier=0.0 toothbrush=3.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =23.9 [Epoch 41][Batch 9], Speed: 214.760 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.232, HeatmapFocal=2.135 [Epoch 41][Batch 19], Speed: 225.207 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.231, HeatmapFocal=2.135 [Epoch 41][Batch 29], Speed: 198.021 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 41][Batch 39], Speed: 212.640 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.135 [Epoch 41][Batch 49], Speed: 215.408 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.135 [Epoch 41][Batch 59], Speed: 201.900 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.135 [Epoch 41][Batch 69], Speed: 217.272 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 41][Batch 79], Speed: 211.590 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 41][Batch 89], Speed: 219.097 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.135 [Epoch 41][Batch 99], Speed: 220.404 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 41][Batch 109], Speed: 221.227 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 41][Batch 119], Speed: 185.870 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 41][Batch 129], Speed: 215.427 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 41][Batch 139], Speed: 211.031 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 41][Batch 149], Speed: 226.994 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 41][Batch 159], Speed: 215.058 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 41][Batch 169], Speed: 221.360 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 41][Batch 179], Speed: 220.526 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.134 [Epoch 41][Batch 189], Speed: 210.433 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 41][Batch 199], Speed: 201.583 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 41][Batch 209], Speed: 225.894 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 41][Batch 219], Speed: 212.903 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 41][Batch 229], Speed: 234.587 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 41][Batch 239], Speed: 191.678 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 41][Batch 249], Speed: 221.993 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 41][Batch 259], Speed: 220.500 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 41][Batch 269], Speed: 223.439 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 41][Batch 279], Speed: 217.860 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.133 [Epoch 41][Batch 289], Speed: 216.729 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 41][Batch 299], Speed: 223.295 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 41][Batch 309], Speed: 215.894 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 41][Batch 319], Speed: 221.688 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 41][Batch 329], Speed: 224.183 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 41][Batch 339], Speed: 221.011 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 41][Batch 349], Speed: 219.355 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 41][Batch 359], Speed: 218.952 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 41][Batch 369], Speed: 199.318 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.132 [Epoch 41][Batch 379], Speed: 204.714 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 41][Batch 389], Speed: 219.481 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 41][Batch 399], Speed: 219.240 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 41][Batch 409], Speed: 216.501 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 41][Batch 419], Speed: 225.683 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 41][Batch 429], Speed: 204.995 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 41][Batch 439], Speed: 219.247 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 41][Batch 449], Speed: 222.544 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 41][Batch 459], Speed: 192.057 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.131 [Epoch 41][Batch 469], Speed: 214.980 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 41][Batch 479], Speed: 226.301 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 41][Batch 489], Speed: 208.149 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 41][Batch 499], Speed: 200.687 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 41][Batch 509], Speed: 215.540 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 41][Batch 519], Speed: 230.898 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 41][Batch 529], Speed: 203.361 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 41][Batch 539], Speed: 209.817 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 41][Batch 549], Speed: 222.707 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 41][Batch 559], Speed: 197.963 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.130 [Epoch 41][Batch 569], Speed: 227.713 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.129 [Epoch 41][Batch 579], Speed: 229.680 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.129 [Epoch 41][Batch 589], Speed: 203.498 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.129 [Epoch 41][Batch 599], Speed: 222.159 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.129 [Epoch 41][Batch 609], Speed: 223.513 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.129 [Epoch 41][Batch 619], Speed: 217.561 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.129 [Epoch 41][Batch 629], Speed: 216.765 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.129 [Epoch 41][Batch 639], Speed: 226.710 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.129 [Epoch 41][Batch 649], Speed: 230.646 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.129 [Epoch 41][Batch 659], Speed: 223.372 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.128 [Epoch 41][Batch 669], Speed: 204.987 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.128 [Epoch 41][Batch 679], Speed: 202.263 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.128 [Epoch 41][Batch 689], Speed: 208.999 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.128 [Epoch 41][Batch 699], Speed: 225.048 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.128 [Epoch 41][Batch 709], Speed: 197.773 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.128 [Epoch 41][Batch 719], Speed: 227.784 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.128 [Epoch 41][Batch 729], Speed: 231.266 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.128 [Epoch 41][Batch 739], Speed: 211.854 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.128 [Epoch 41][Batch 749], Speed: 214.474 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.127 [Epoch 41][Batch 759], Speed: 218.397 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.127 [Epoch 41][Batch 769], Speed: 212.187 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.127 [Epoch 41][Batch 779], Speed: 219.584 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.127 [Epoch 41][Batch 789], Speed: 205.066 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.127 [Epoch 41][Batch 799], Speed: 218.934 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.127 [Epoch 41][Batch 809], Speed: 214.940 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.127 [Epoch 41][Batch 819], Speed: 189.106 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.127 [Epoch 41][Batch 829], Speed: 206.954 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.127 [Epoch 41][Batch 839], Speed: 227.609 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.127 [Epoch 41][Batch 849], Speed: 219.131 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.126 [Epoch 41][Batch 859], Speed: 211.733 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.126 [Epoch 41][Batch 869], Speed: 202.605 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.126 [Epoch 41][Batch 879], Speed: 208.274 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.126 [Epoch 41][Batch 889], Speed: 202.551 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.126 [Epoch 41][Batch 899], Speed: 219.159 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.126 [Epoch 41][Batch 909], Speed: 211.209 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.126 [Epoch 41][Batch 919], Speed: 218.100 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.126 [Epoch 41][Batch 929], Speed: 213.120 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.126 [Epoch 41][Batch 939], Speed: 201.516 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.126 [Epoch 41][Batch 949], Speed: 200.801 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.125 [Epoch 41][Batch 959], Speed: 198.654 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.125 [Epoch 41][Batch 969], Speed: 217.133 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.125 [Epoch 41][Batch 979], Speed: 207.342 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.125 [Epoch 41][Batch 989], Speed: 226.507 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.125 [Epoch 41][Batch 999], Speed: 222.475 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.125 [Epoch 41][Batch 1009], Speed: 219.410 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.125 [Epoch 41][Batch 1019], Speed: 232.842 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.125 [Epoch 41][Batch 1029], Speed: 207.438 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.125 [Epoch 41][Batch 1039], Speed: 210.420 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.124 [Epoch 41][Batch 1049], Speed: 194.822 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.124 [Epoch 41][Batch 1059], Speed: 212.846 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.124 [Epoch 41][Batch 1069], Speed: 200.739 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.124 [Epoch 41][Batch 1079], Speed: 228.053 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.124 [Epoch 41][Batch 1089], Speed: 221.117 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.124 [Epoch 41][Batch 1099], Speed: 191.147 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.124 [Epoch 41][Batch 1109], Speed: 231.430 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.124 [Epoch 41][Batch 1119], Speed: 208.011 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.124 [Epoch 41][Batch 1129], Speed: 219.600 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.124 [Epoch 41][Batch 1139], Speed: 239.191 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.123 [Epoch 41][Batch 1149], Speed: 215.817 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.123 [Epoch 41][Batch 1159], Speed: 203.453 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.123 [Epoch 41][Batch 1169], Speed: 221.277 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.123 [Epoch 41][Batch 1179], Speed: 218.482 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.123 [Epoch 41][Batch 1189], Speed: 242.346 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.123 [Epoch 41][Batch 1199], Speed: 215.096 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.123 [Epoch 41][Batch 1209], Speed: 199.819 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.123 [Epoch 41][Batch 1219], Speed: 221.424 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.123 [Epoch 41] Training cost: 561.306, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.123 [Epoch 42][Batch 9], Speed: 203.791 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.123 [Epoch 42][Batch 19], Speed: 197.392 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 42][Batch 29], Speed: 207.034 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 42][Batch 39], Speed: 231.353 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 42][Batch 49], Speed: 222.069 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 42][Batch 59], Speed: 217.978 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 42][Batch 69], Speed: 208.073 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 42][Batch 79], Speed: 230.299 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.122 [Epoch 42][Batch 89], Speed: 212.308 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.122 [Epoch 42][Batch 99], Speed: 182.689 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.122 [Epoch 42][Batch 109], Speed: 217.823 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.121 [Epoch 42][Batch 119], Speed: 222.151 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.121 [Epoch 42][Batch 129], Speed: 210.831 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.121 [Epoch 42][Batch 139], Speed: 224.712 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.121 [Epoch 42][Batch 149], Speed: 209.199 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.121 [Epoch 42][Batch 159], Speed: 217.304 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.121 [Epoch 42][Batch 169], Speed: 229.705 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.121 [Epoch 42][Batch 179], Speed: 225.336 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.121 [Epoch 42][Batch 189], Speed: 222.276 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.121 [Epoch 42][Batch 199], Speed: 233.618 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.121 [Epoch 42][Batch 209], Speed: 210.299 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 42][Batch 219], Speed: 228.581 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 42][Batch 229], Speed: 207.420 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 42][Batch 239], Speed: 220.903 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 42][Batch 249], Speed: 217.667 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 42][Batch 259], Speed: 217.320 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 42][Batch 269], Speed: 213.610 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 42][Batch 279], Speed: 192.908 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 42][Batch 289], Speed: 223.274 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.120 [Epoch 42][Batch 299], Speed: 213.645 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 42][Batch 309], Speed: 220.162 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.119 [Epoch 42][Batch 319], Speed: 203.161 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 42][Batch 329], Speed: 184.617 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 42][Batch 339], Speed: 228.981 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 42][Batch 349], Speed: 227.142 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 42][Batch 359], Speed: 212.596 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 42][Batch 369], Speed: 205.867 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 42][Batch 379], Speed: 228.273 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 42][Batch 389], Speed: 202.559 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.119 [Epoch 42][Batch 399], Speed: 220.305 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 42][Batch 409], Speed: 209.485 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.118 [Epoch 42][Batch 419], Speed: 232.914 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 42][Batch 429], Speed: 209.965 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 42][Batch 439], Speed: 221.403 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 42][Batch 449], Speed: 205.864 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 42][Batch 459], Speed: 192.069 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 42][Batch 469], Speed: 211.306 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.118 [Epoch 42][Batch 479], Speed: 210.957 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.118 [Epoch 42][Batch 489], Speed: 221.843 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.118 [Epoch 42][Batch 499], Speed: 197.637 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.117 [Epoch 42][Batch 509], Speed: 219.776 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.117 [Epoch 42][Batch 519], Speed: 220.144 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.117 [Epoch 42][Batch 529], Speed: 217.043 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.117 [Epoch 42][Batch 539], Speed: 192.795 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.117 [Epoch 42][Batch 549], Speed: 224.192 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.117 [Epoch 42][Batch 559], Speed: 214.936 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.117 [Epoch 42][Batch 569], Speed: 208.284 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.117 [Epoch 42][Batch 579], Speed: 224.292 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.117 [Epoch 42][Batch 589], Speed: 234.342 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.116 [Epoch 42][Batch 599], Speed: 207.313 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.116 [Epoch 42][Batch 609], Speed: 238.913 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.116 [Epoch 42][Batch 619], Speed: 209.510 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.116 [Epoch 42][Batch 629], Speed: 221.028 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.116 [Epoch 42][Batch 639], Speed: 200.542 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.116 [Epoch 42][Batch 649], Speed: 212.569 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.116 [Epoch 42][Batch 659], Speed: 209.609 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.116 [Epoch 42][Batch 669], Speed: 235.613 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.116 [Epoch 42][Batch 679], Speed: 221.808 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.116 [Epoch 42][Batch 689], Speed: 227.889 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.115 [Epoch 42][Batch 699], Speed: 214.208 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.115 [Epoch 42][Batch 709], Speed: 228.091 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.115 [Epoch 42][Batch 719], Speed: 211.758 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.115 [Epoch 42][Batch 729], Speed: 229.251 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.115 [Epoch 42][Batch 739], Speed: 213.989 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.115 [Epoch 42][Batch 749], Speed: 233.658 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.115 [Epoch 42][Batch 759], Speed: 221.520 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.115 [Epoch 42][Batch 769], Speed: 199.456 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.115 [Epoch 42][Batch 779], Speed: 203.950 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.115 [Epoch 42][Batch 789], Speed: 216.450 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.114 [Epoch 42][Batch 799], Speed: 216.818 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.114 [Epoch 42][Batch 809], Speed: 221.945 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.114 [Epoch 42][Batch 819], Speed: 208.575 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.114 [Epoch 42][Batch 829], Speed: 215.878 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.114 [Epoch 42][Batch 839], Speed: 192.846 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.114 [Epoch 42][Batch 849], Speed: 227.688 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.114 [Epoch 42][Batch 859], Speed: 196.611 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.114 [Epoch 42][Batch 869], Speed: 223.271 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.114 [Epoch 42][Batch 879], Speed: 218.473 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.114 [Epoch 42][Batch 889], Speed: 205.492 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.113 [Epoch 42][Batch 899], Speed: 198.646 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.113 [Epoch 42][Batch 909], Speed: 196.761 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.113 [Epoch 42][Batch 919], Speed: 221.753 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.113 [Epoch 42][Batch 929], Speed: 194.562 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.113 [Epoch 42][Batch 939], Speed: 199.891 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.113 [Epoch 42][Batch 949], Speed: 221.273 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.113 [Epoch 42][Batch 959], Speed: 201.453 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.113 [Epoch 42][Batch 969], Speed: 221.005 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.113 [Epoch 42][Batch 979], Speed: 210.315 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.113 [Epoch 42][Batch 989], Speed: 208.600 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.112 [Epoch 42][Batch 999], Speed: 219.748 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.112 [Epoch 42][Batch 1009], Speed: 217.421 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.112 [Epoch 42][Batch 1019], Speed: 198.594 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.112 [Epoch 42][Batch 1029], Speed: 224.085 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.112 [Epoch 42][Batch 1039], Speed: 219.770 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.112 [Epoch 42][Batch 1049], Speed: 200.456 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.112 [Epoch 42][Batch 1059], Speed: 214.917 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.112 [Epoch 42][Batch 1069], Speed: 224.956 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.112 [Epoch 42][Batch 1079], Speed: 214.531 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.112 [Epoch 42][Batch 1089], Speed: 215.542 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.111 [Epoch 42][Batch 1099], Speed: 194.013 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.111 [Epoch 42][Batch 1109], Speed: 209.306 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.111 [Epoch 42][Batch 1119], Speed: 231.430 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.111 [Epoch 42][Batch 1129], Speed: 201.780 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.111 [Epoch 42][Batch 1139], Speed: 213.656 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.111 [Epoch 42][Batch 1149], Speed: 206.248 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.111 [Epoch 42][Batch 1159], Speed: 211.040 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.111 [Epoch 42][Batch 1169], Speed: 247.294 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.111 [Epoch 42][Batch 1179], Speed: 244.097 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.111 [Epoch 42][Batch 1189], Speed: 242.754 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.110 [Epoch 42][Batch 1199], Speed: 206.619 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.110 [Epoch 42][Batch 1209], Speed: 203.468 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.110 [Epoch 42][Batch 1219], Speed: 211.734 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.110 [Epoch 42] Training cost: 561.451, WHL1=0.298, CenterRegL1=0.230, HeatmapFocal=2.110 [Epoch 43][Batch 9], Speed: 212.984 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.231, HeatmapFocal=2.110 [Epoch 43][Batch 19], Speed: 220.318 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.230, HeatmapFocal=2.110 [Epoch 43][Batch 29], Speed: 215.198 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.110 [Epoch 43][Batch 39], Speed: 214.056 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.230, HeatmapFocal=2.110 [Epoch 43][Batch 49], Speed: 192.033 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.110 [Epoch 43][Batch 59], Speed: 215.243 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.230, HeatmapFocal=2.109 [Epoch 43][Batch 69], Speed: 201.106 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.109 [Epoch 43][Batch 79], Speed: 218.501 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.230, HeatmapFocal=2.109 [Epoch 43][Batch 89], Speed: 231.535 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.109 [Epoch 43][Batch 99], Speed: 208.310 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.109 [Epoch 43][Batch 109], Speed: 231.698 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.109 [Epoch 43][Batch 119], Speed: 155.631 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.109 [Epoch 43][Batch 129], Speed: 220.919 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.109 [Epoch 43][Batch 139], Speed: 219.461 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.109 [Epoch 43][Batch 149], Speed: 210.687 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.109 [Epoch 43][Batch 159], Speed: 220.249 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 43][Batch 169], Speed: 227.832 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 43][Batch 179], Speed: 205.478 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 43][Batch 189], Speed: 205.062 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 43][Batch 199], Speed: 209.887 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 43][Batch 209], Speed: 217.851 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 43][Batch 219], Speed: 210.009 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 43][Batch 229], Speed: 214.079 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 43][Batch 239], Speed: 223.572 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 43][Batch 249], Speed: 208.636 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.108 [Epoch 43][Batch 259], Speed: 207.636 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 43][Batch 269], Speed: 211.719 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 43][Batch 279], Speed: 215.696 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 43][Batch 289], Speed: 227.565 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 43][Batch 299], Speed: 221.277 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 43][Batch 309], Speed: 217.188 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 43][Batch 319], Speed: 220.237 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 43][Batch 329], Speed: 215.422 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 43][Batch 339], Speed: 221.100 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 43][Batch 349], Speed: 227.121 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.107 [Epoch 43][Batch 359], Speed: 213.291 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 43][Batch 369], Speed: 233.012 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 43][Batch 379], Speed: 205.149 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 43][Batch 389], Speed: 216.556 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 43][Batch 399], Speed: 213.273 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 43][Batch 409], Speed: 234.885 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 43][Batch 419], Speed: 220.932 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 43][Batch 429], Speed: 209.111 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 43][Batch 439], Speed: 220.444 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 43][Batch 449], Speed: 224.902 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.106 [Epoch 43][Batch 459], Speed: 202.789 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 43][Batch 469], Speed: 214.686 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 43][Batch 479], Speed: 226.683 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 43][Batch 489], Speed: 212.844 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 43][Batch 499], Speed: 192.420 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 43][Batch 509], Speed: 222.588 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 43][Batch 519], Speed: 215.997 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 43][Batch 529], Speed: 209.883 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 43][Batch 539], Speed: 224.521 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 43][Batch 549], Speed: 224.085 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.105 [Epoch 43][Batch 559], Speed: 216.853 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 43][Batch 569], Speed: 227.681 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 43][Batch 579], Speed: 201.542 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 43][Batch 589], Speed: 220.525 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 43][Batch 599], Speed: 193.445 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 43][Batch 609], Speed: 216.715 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 43][Batch 619], Speed: 188.325 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 43][Batch 629], Speed: 226.764 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 43][Batch 639], Speed: 219.351 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 43][Batch 649], Speed: 225.909 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.104 [Epoch 43][Batch 659], Speed: 220.307 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 669], Speed: 219.541 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 679], Speed: 224.378 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 689], Speed: 218.768 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 699], Speed: 218.516 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 709], Speed: 235.528 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 719], Speed: 203.071 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 729], Speed: 203.069 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 739], Speed: 208.471 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 749], Speed: 215.931 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 759], Speed: 219.381 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.103 [Epoch 43][Batch 769], Speed: 234.487 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 43][Batch 779], Speed: 210.741 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 43][Batch 789], Speed: 215.481 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 43][Batch 799], Speed: 205.972 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 43][Batch 809], Speed: 227.599 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 43][Batch 819], Speed: 230.989 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 43][Batch 829], Speed: 212.614 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 43][Batch 839], Speed: 201.828 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 43][Batch 849], Speed: 212.511 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 43][Batch 859], Speed: 217.480 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.102 [Epoch 43][Batch 869], Speed: 222.943 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 43][Batch 879], Speed: 195.389 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 43][Batch 889], Speed: 224.850 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 43][Batch 899], Speed: 209.199 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 43][Batch 909], Speed: 210.906 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 43][Batch 919], Speed: 211.496 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 43][Batch 929], Speed: 190.891 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 43][Batch 939], Speed: 216.131 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 43][Batch 949], Speed: 218.687 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 43][Batch 959], Speed: 203.963 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.101 [Epoch 43][Batch 969], Speed: 215.980 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 979], Speed: 202.229 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 989], Speed: 188.930 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 999], Speed: 215.278 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 1009], Speed: 225.395 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 1019], Speed: 190.273 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 1029], Speed: 218.752 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 1039], Speed: 203.496 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 1049], Speed: 198.643 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 1059], Speed: 216.210 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 1069], Speed: 230.268 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.100 [Epoch 43][Batch 1079], Speed: 206.141 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 43][Batch 1089], Speed: 206.100 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 43][Batch 1099], Speed: 206.764 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 43][Batch 1109], Speed: 214.361 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 43][Batch 1119], Speed: 215.667 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 43][Batch 1129], Speed: 219.464 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 43][Batch 1139], Speed: 231.980 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 43][Batch 1149], Speed: 225.365 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 43][Batch 1159], Speed: 213.474 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 43][Batch 1169], Speed: 206.450 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.099 [Epoch 43][Batch 1179], Speed: 224.145 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 43][Batch 1189], Speed: 213.968 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 43][Batch 1199], Speed: 214.759 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 43][Batch 1209], Speed: 203.929 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 43][Batch 1219], Speed: 240.007 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 43] Training cost: 559.577, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 44][Batch 9], Speed: 204.902 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 44][Batch 19], Speed: 199.331 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 44][Batch 29], Speed: 203.600 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.098 [Epoch 44][Batch 39], Speed: 223.698 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.098 [Epoch 44][Batch 49], Speed: 216.610 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 44][Batch 59], Speed: 206.227 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.098 [Epoch 44][Batch 69], Speed: 228.026 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 44][Batch 79], Speed: 227.963 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 44][Batch 89], Speed: 218.640 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 44][Batch 99], Speed: 212.516 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 44][Batch 109], Speed: 224.198 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 44][Batch 119], Speed: 217.561 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 44][Batch 129], Speed: 240.299 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 44][Batch 139], Speed: 224.947 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 44][Batch 149], Speed: 216.031 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 44][Batch 159], Speed: 225.966 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.097 [Epoch 44][Batch 169], Speed: 185.807 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 44][Batch 179], Speed: 214.165 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 44][Batch 189], Speed: 208.486 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 44][Batch 199], Speed: 222.577 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 44][Batch 209], Speed: 206.974 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 44][Batch 219], Speed: 220.654 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 44][Batch 229], Speed: 215.705 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 44][Batch 239], Speed: 215.886 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 44][Batch 249], Speed: 223.487 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 44][Batch 259], Speed: 191.100 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.096 [Epoch 44][Batch 269], Speed: 215.124 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 279], Speed: 215.493 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 289], Speed: 222.499 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 299], Speed: 204.946 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 309], Speed: 206.288 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 319], Speed: 196.392 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 329], Speed: 217.966 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 339], Speed: 200.697 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 349], Speed: 223.700 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 359], Speed: 203.411 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 369], Speed: 203.733 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.095 [Epoch 44][Batch 379], Speed: 197.908 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 44][Batch 389], Speed: 222.066 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 44][Batch 399], Speed: 190.302 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 44][Batch 409], Speed: 213.948 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 44][Batch 419], Speed: 212.886 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 44][Batch 429], Speed: 213.930 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 44][Batch 439], Speed: 221.946 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 44][Batch 449], Speed: 233.436 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 44][Batch 459], Speed: 212.846 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 44][Batch 469], Speed: 213.716 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.094 [Epoch 44][Batch 479], Speed: 206.673 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 489], Speed: 218.504 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 499], Speed: 218.075 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 509], Speed: 227.676 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 519], Speed: 215.860 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 529], Speed: 218.273 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 539], Speed: 215.944 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 549], Speed: 209.116 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 559], Speed: 229.092 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 569], Speed: 206.896 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 579], Speed: 203.002 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.093 [Epoch 44][Batch 589], Speed: 205.848 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 44][Batch 599], Speed: 199.681 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 44][Batch 609], Speed: 213.392 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 44][Batch 619], Speed: 224.021 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 44][Batch 629], Speed: 211.441 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 44][Batch 639], Speed: 212.340 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 44][Batch 649], Speed: 218.375 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 44][Batch 659], Speed: 212.396 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 44][Batch 669], Speed: 228.147 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 44][Batch 679], Speed: 224.754 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.092 [Epoch 44][Batch 689], Speed: 217.562 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 699], Speed: 195.741 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 709], Speed: 211.714 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 719], Speed: 211.675 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 729], Speed: 224.243 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 739], Speed: 213.844 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 749], Speed: 226.731 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 759], Speed: 211.837 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 769], Speed: 204.280 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 779], Speed: 216.850 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 789], Speed: 197.988 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.091 [Epoch 44][Batch 799], Speed: 216.897 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 809], Speed: 194.404 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 819], Speed: 221.133 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 829], Speed: 220.863 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 839], Speed: 222.811 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 849], Speed: 197.413 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 859], Speed: 193.221 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 869], Speed: 209.480 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 879], Speed: 199.011 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 889], Speed: 212.396 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 899], Speed: 217.025 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.090 [Epoch 44][Batch 909], Speed: 208.732 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 44][Batch 919], Speed: 221.837 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 44][Batch 929], Speed: 199.414 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 44][Batch 939], Speed: 212.683 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 44][Batch 949], Speed: 225.847 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 44][Batch 959], Speed: 228.465 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 44][Batch 969], Speed: 223.275 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 44][Batch 979], Speed: 221.500 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 44][Batch 989], Speed: 197.196 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 44][Batch 999], Speed: 222.928 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.089 [Epoch 44][Batch 1009], Speed: 214.629 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1019], Speed: 200.502 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1029], Speed: 208.312 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1039], Speed: 202.382 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1049], Speed: 214.928 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1059], Speed: 193.646 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1069], Speed: 233.791 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1079], Speed: 211.593 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1089], Speed: 233.489 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1099], Speed: 223.389 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1109], Speed: 209.908 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.088 [Epoch 44][Batch 1119], Speed: 222.039 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44][Batch 1129], Speed: 208.302 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44][Batch 1139], Speed: 205.800 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44][Batch 1149], Speed: 223.964 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44][Batch 1159], Speed: 220.762 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44][Batch 1169], Speed: 213.303 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44][Batch 1179], Speed: 232.420 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44][Batch 1189], Speed: 242.984 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44][Batch 1199], Speed: 223.342 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44][Batch 1209], Speed: 235.047 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44][Batch 1219], Speed: 206.184 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 44] Training cost: 566.015, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.087 [Epoch 45][Batch 9], Speed: 212.982 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 45][Batch 19], Speed: 218.262 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.086 [Epoch 45][Batch 29], Speed: 219.901 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.086 [Epoch 45][Batch 39], Speed: 201.848 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 45][Batch 49], Speed: 213.044 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 45][Batch 59], Speed: 221.634 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 45][Batch 69], Speed: 214.454 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 45][Batch 79], Speed: 227.489 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 45][Batch 89], Speed: 222.742 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 45][Batch 99], Speed: 210.437 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.086 [Epoch 45][Batch 109], Speed: 217.708 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 119], Speed: 216.730 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 129], Speed: 217.003 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 139], Speed: 223.318 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 149], Speed: 225.975 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 159], Speed: 212.198 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 169], Speed: 223.770 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 179], Speed: 224.976 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 189], Speed: 213.845 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 199], Speed: 222.474 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 209], Speed: 228.507 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.085 [Epoch 45][Batch 219], Speed: 213.817 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 45][Batch 229], Speed: 196.737 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 45][Batch 239], Speed: 221.472 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 45][Batch 249], Speed: 226.069 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 45][Batch 259], Speed: 214.992 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 45][Batch 269], Speed: 216.509 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 45][Batch 279], Speed: 199.190 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 45][Batch 289], Speed: 207.399 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 45][Batch 299], Speed: 223.153 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 45][Batch 309], Speed: 213.637 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.084 [Epoch 45][Batch 319], Speed: 228.779 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 329], Speed: 220.767 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 339], Speed: 219.326 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 349], Speed: 215.816 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 359], Speed: 200.531 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 369], Speed: 223.194 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 379], Speed: 221.176 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 389], Speed: 221.387 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 399], Speed: 221.860 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 409], Speed: 219.925 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 419], Speed: 214.495 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.083 [Epoch 45][Batch 429], Speed: 206.414 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 439], Speed: 211.294 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 449], Speed: 202.873 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 459], Speed: 198.732 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 469], Speed: 229.021 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 479], Speed: 219.702 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 489], Speed: 223.535 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 499], Speed: 217.435 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 509], Speed: 211.283 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 519], Speed: 230.843 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 529], Speed: 195.282 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.082 [Epoch 45][Batch 539], Speed: 215.817 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 549], Speed: 224.922 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 559], Speed: 208.211 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 569], Speed: 219.897 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 579], Speed: 212.710 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 589], Speed: 217.110 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 599], Speed: 217.115 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 609], Speed: 204.585 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 619], Speed: 216.938 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 629], Speed: 217.306 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 639], Speed: 213.101 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.081 [Epoch 45][Batch 649], Speed: 221.784 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 659], Speed: 216.848 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 669], Speed: 208.810 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 679], Speed: 198.039 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 689], Speed: 221.620 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 699], Speed: 222.790 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 709], Speed: 220.322 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 719], Speed: 212.804 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 729], Speed: 205.366 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 739], Speed: 221.236 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 749], Speed: 207.980 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.080 [Epoch 45][Batch 759], Speed: 189.589 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 769], Speed: 229.685 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 779], Speed: 217.186 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 789], Speed: 213.050 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 799], Speed: 197.364 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 809], Speed: 219.940 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 819], Speed: 217.462 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 829], Speed: 214.240 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 839], Speed: 223.587 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 849], Speed: 222.908 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 859], Speed: 206.828 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.079 [Epoch 45][Batch 869], Speed: 220.016 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 879], Speed: 223.525 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 889], Speed: 201.281 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 899], Speed: 216.984 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 909], Speed: 213.590 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 919], Speed: 213.166 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 929], Speed: 227.441 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 939], Speed: 220.504 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 949], Speed: 205.922 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 959], Speed: 206.684 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 969], Speed: 227.145 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 979], Speed: 206.757 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.078 [Epoch 45][Batch 989], Speed: 211.592 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 999], Speed: 204.554 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 1009], Speed: 217.808 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 1019], Speed: 204.006 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 1029], Speed: 227.957 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 1039], Speed: 205.163 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 1049], Speed: 214.202 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 1059], Speed: 191.749 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 1069], Speed: 217.679 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 1079], Speed: 200.298 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 1089], Speed: 215.660 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.077 [Epoch 45][Batch 1099], Speed: 200.088 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1109], Speed: 191.226 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1119], Speed: 217.514 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1129], Speed: 209.846 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1139], Speed: 214.926 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1149], Speed: 206.749 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1159], Speed: 240.115 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1169], Speed: 217.920 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1179], Speed: 209.028 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1189], Speed: 217.844 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1199], Speed: 237.150 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.076 [Epoch 45][Batch 1209], Speed: 201.765 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 45][Batch 1219], Speed: 222.586 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 45] Training cost: 559.056, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 46][Batch 9], Speed: 198.919 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 46][Batch 19], Speed: 206.844 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 46][Batch 29], Speed: 186.017 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 46][Batch 39], Speed: 207.317 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.075 [Epoch 46][Batch 49], Speed: 208.649 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.075 [Epoch 46][Batch 59], Speed: 211.894 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.075 [Epoch 46][Batch 69], Speed: 225.243 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.075 [Epoch 46][Batch 79], Speed: 214.235 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 46][Batch 89], Speed: 237.375 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.075 [Epoch 46][Batch 99], Speed: 224.617 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 46][Batch 109], Speed: 234.435 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 46][Batch 119], Speed: 212.319 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 46][Batch 129], Speed: 224.113 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 46][Batch 139], Speed: 234.042 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 46][Batch 149], Speed: 212.571 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 46][Batch 159], Speed: 230.406 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 46][Batch 169], Speed: 221.829 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 46][Batch 179], Speed: 222.157 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 46][Batch 189], Speed: 228.517 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.074 [Epoch 46][Batch 199], Speed: 219.688 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 209], Speed: 191.850 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 219], Speed: 213.407 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 229], Speed: 219.011 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 239], Speed: 149.540 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 249], Speed: 227.769 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 259], Speed: 198.776 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 269], Speed: 212.446 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 279], Speed: 215.553 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 289], Speed: 216.826 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 299], Speed: 232.505 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.073 [Epoch 46][Batch 309], Speed: 208.041 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 319], Speed: 225.467 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 329], Speed: 217.135 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 339], Speed: 216.037 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 349], Speed: 202.850 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 359], Speed: 213.691 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 369], Speed: 206.566 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 379], Speed: 226.172 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 389], Speed: 215.968 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 399], Speed: 210.613 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 409], Speed: 215.239 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 419], Speed: 204.773 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.072 [Epoch 46][Batch 429], Speed: 223.927 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 439], Speed: 220.481 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 449], Speed: 210.463 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 459], Speed: 222.637 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 469], Speed: 224.232 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 479], Speed: 205.384 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 489], Speed: 224.357 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 499], Speed: 205.293 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 509], Speed: 207.917 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 519], Speed: 216.952 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 529], Speed: 214.398 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.071 [Epoch 46][Batch 539], Speed: 196.169 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 549], Speed: 220.359 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 559], Speed: 197.375 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 569], Speed: 228.490 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 579], Speed: 214.799 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 589], Speed: 234.343 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 599], Speed: 194.221 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 609], Speed: 214.171 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 619], Speed: 224.990 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 629], Speed: 208.741 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 639], Speed: 206.189 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 649], Speed: 230.937 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.070 [Epoch 46][Batch 659], Speed: 214.814 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 669], Speed: 214.896 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 679], Speed: 198.046 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 689], Speed: 220.154 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 699], Speed: 215.211 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 709], Speed: 217.433 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 719], Speed: 197.892 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 729], Speed: 206.647 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 739], Speed: 202.188 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 749], Speed: 220.694 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 759], Speed: 212.373 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.069 [Epoch 46][Batch 769], Speed: 209.282 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 779], Speed: 211.516 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 789], Speed: 219.604 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 799], Speed: 210.460 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 809], Speed: 209.158 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 819], Speed: 219.340 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 829], Speed: 215.097 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 839], Speed: 205.321 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 849], Speed: 214.065 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 859], Speed: 195.441 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 869], Speed: 215.840 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 879], Speed: 196.810 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.068 [Epoch 46][Batch 889], Speed: 213.233 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 899], Speed: 199.758 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 909], Speed: 215.636 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 919], Speed: 221.746 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 929], Speed: 219.111 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 939], Speed: 217.929 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 949], Speed: 222.359 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 959], Speed: 203.548 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 969], Speed: 204.533 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 979], Speed: 193.220 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 989], Speed: 198.543 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.067 [Epoch 46][Batch 999], Speed: 220.398 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1009], Speed: 210.504 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1019], Speed: 226.252 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1029], Speed: 211.707 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1039], Speed: 219.498 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1049], Speed: 214.376 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1059], Speed: 206.733 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1069], Speed: 213.843 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1079], Speed: 218.817 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1089], Speed: 207.482 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1099], Speed: 195.813 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1109], Speed: 203.459 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.066 [Epoch 46][Batch 1119], Speed: 218.136 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46][Batch 1129], Speed: 213.149 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46][Batch 1139], Speed: 203.179 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46][Batch 1149], Speed: 210.791 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46][Batch 1159], Speed: 223.073 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46][Batch 1169], Speed: 194.612 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46][Batch 1179], Speed: 204.616 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46][Batch 1189], Speed: 220.460 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46][Batch 1199], Speed: 231.298 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46][Batch 1209], Speed: 235.341 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46][Batch 1219], Speed: 208.319 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 46] Training cost: 561.440, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.065 [Epoch 47][Batch 9], Speed: 219.211 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.064 [Epoch 47][Batch 19], Speed: 193.954 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.231, HeatmapFocal=2.064 [Epoch 47][Batch 29], Speed: 206.599 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 47][Batch 39], Speed: 187.184 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 47][Batch 49], Speed: 226.263 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 47][Batch 59], Speed: 206.665 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 47][Batch 69], Speed: 229.636 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 47][Batch 79], Speed: 202.202 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.230, HeatmapFocal=2.064 [Epoch 47][Batch 89], Speed: 235.416 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.064 [Epoch 47][Batch 99], Speed: 216.536 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.064 [Epoch 47][Batch 109], Speed: 225.143 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.064 [Epoch 47][Batch 119], Speed: 220.527 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 129], Speed: 230.086 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 139], Speed: 225.038 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 149], Speed: 217.390 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 159], Speed: 221.187 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 169], Speed: 221.296 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 179], Speed: 210.512 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 189], Speed: 235.141 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 199], Speed: 202.889 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 209], Speed: 213.928 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 219], Speed: 209.328 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 229], Speed: 201.986 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.063 [Epoch 47][Batch 239], Speed: 224.061 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 249], Speed: 244.797 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 259], Speed: 204.705 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 269], Speed: 219.397 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 279], Speed: 207.188 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 289], Speed: 220.915 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 299], Speed: 199.117 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 309], Speed: 211.272 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 319], Speed: 214.444 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 329], Speed: 213.002 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 339], Speed: 224.136 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.062 [Epoch 47][Batch 349], Speed: 205.377 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 359], Speed: 207.102 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 369], Speed: 214.225 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 379], Speed: 201.887 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 389], Speed: 218.568 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 399], Speed: 220.764 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 409], Speed: 219.025 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 419], Speed: 218.399 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 429], Speed: 234.576 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 439], Speed: 214.980 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 449], Speed: 216.717 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.061 [Epoch 47][Batch 459], Speed: 228.229 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 469], Speed: 214.544 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 479], Speed: 226.207 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 489], Speed: 202.273 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 499], Speed: 215.758 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 509], Speed: 215.055 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 519], Speed: 223.405 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 529], Speed: 202.132 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 539], Speed: 200.589 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 549], Speed: 224.521 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 559], Speed: 201.411 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 569], Speed: 197.227 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.060 [Epoch 47][Batch 579], Speed: 211.272 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 589], Speed: 217.223 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 599], Speed: 214.331 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 609], Speed: 212.916 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 619], Speed: 210.081 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 629], Speed: 215.268 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 639], Speed: 208.424 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 649], Speed: 203.353 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 659], Speed: 225.399 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 669], Speed: 213.320 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 679], Speed: 209.434 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 689], Speed: 205.792 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.059 [Epoch 47][Batch 699], Speed: 221.330 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 709], Speed: 208.070 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 719], Speed: 218.606 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 729], Speed: 229.747 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 739], Speed: 219.548 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 749], Speed: 224.589 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 759], Speed: 208.965 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 769], Speed: 215.876 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 779], Speed: 206.048 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 789], Speed: 216.042 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 799], Speed: 218.101 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 809], Speed: 206.208 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.058 [Epoch 47][Batch 819], Speed: 220.768 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 829], Speed: 213.284 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 839], Speed: 228.081 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 849], Speed: 196.854 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 859], Speed: 214.491 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 869], Speed: 220.191 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 879], Speed: 205.828 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 889], Speed: 216.781 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 899], Speed: 198.765 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 909], Speed: 213.424 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 919], Speed: 211.979 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 929], Speed: 228.633 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.057 [Epoch 47][Batch 939], Speed: 203.568 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 949], Speed: 215.527 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 959], Speed: 215.024 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 969], Speed: 199.010 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 979], Speed: 192.887 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 989], Speed: 212.294 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 999], Speed: 195.562 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 1009], Speed: 227.292 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 1019], Speed: 213.707 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 1029], Speed: 212.968 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 1039], Speed: 207.255 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 1049], Speed: 231.229 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.056 [Epoch 47][Batch 1059], Speed: 196.492 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1069], Speed: 229.289 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1079], Speed: 222.970 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1089], Speed: 211.194 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1099], Speed: 202.097 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1109], Speed: 220.162 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1119], Speed: 236.400 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1129], Speed: 205.971 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1139], Speed: 211.921 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1149], Speed: 201.735 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1159], Speed: 219.821 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1169], Speed: 199.601 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.055 [Epoch 47][Batch 1179], Speed: 202.012 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 47][Batch 1189], Speed: 208.284 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 47][Batch 1199], Speed: 217.606 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 47][Batch 1209], Speed: 218.688 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 47][Batch 1219], Speed: 223.043 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 47] Training cost: 561.978, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 48][Batch 9], Speed: 197.948 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 48][Batch 19], Speed: 227.770 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 48][Batch 29], Speed: 234.854 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.054 [Epoch 48][Batch 39], Speed: 208.586 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.054 [Epoch 48][Batch 49], Speed: 214.387 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.054 [Epoch 48][Batch 59], Speed: 218.658 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.054 [Epoch 48][Batch 69], Speed: 210.788 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.053 [Epoch 48][Batch 79], Speed: 228.123 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.053 [Epoch 48][Batch 89], Speed: 226.855 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.053 [Epoch 48][Batch 99], Speed: 231.558 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 48][Batch 109], Speed: 226.677 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 48][Batch 119], Speed: 231.939 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 48][Batch 129], Speed: 244.321 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 48][Batch 139], Speed: 211.413 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 48][Batch 149], Speed: 219.383 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 48][Batch 159], Speed: 216.048 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 48][Batch 169], Speed: 214.629 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 48][Batch 179], Speed: 222.066 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.053 [Epoch 48][Batch 189], Speed: 226.188 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 199], Speed: 223.867 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 209], Speed: 222.224 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 219], Speed: 202.207 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 229], Speed: 225.335 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 239], Speed: 211.990 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 249], Speed: 220.817 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 259], Speed: 219.048 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 269], Speed: 220.232 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 279], Speed: 227.378 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 289], Speed: 219.676 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 299], Speed: 223.614 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.052 [Epoch 48][Batch 309], Speed: 218.649 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.051 [Epoch 48][Batch 319], Speed: 217.920 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.051 [Epoch 48][Batch 329], Speed: 227.021 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.051 [Epoch 48][Batch 339], Speed: 210.327 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 48][Batch 349], Speed: 212.444 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 48][Batch 359], Speed: 211.674 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.051 [Epoch 48][Batch 369], Speed: 212.662 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 48][Batch 379], Speed: 220.922 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 48][Batch 389], Speed: 205.725 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.051 [Epoch 48][Batch 399], Speed: 222.193 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.051 [Epoch 48][Batch 409], Speed: 231.235 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.051 [Epoch 48][Batch 419], Speed: 206.393 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.051 [Epoch 48][Batch 429], Speed: 216.880 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 439], Speed: 208.161 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 449], Speed: 206.294 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 459], Speed: 216.697 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 469], Speed: 213.353 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 479], Speed: 222.362 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 489], Speed: 220.087 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 499], Speed: 212.662 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 509], Speed: 214.470 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 519], Speed: 211.381 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 529], Speed: 211.180 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 539], Speed: 223.147 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.050 [Epoch 48][Batch 549], Speed: 226.678 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 559], Speed: 202.049 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 569], Speed: 204.337 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 579], Speed: 217.165 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 589], Speed: 219.238 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 599], Speed: 223.438 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 609], Speed: 210.423 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 619], Speed: 201.107 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 629], Speed: 199.403 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 639], Speed: 228.971 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 649], Speed: 208.624 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 659], Speed: 206.092 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.049 [Epoch 48][Batch 669], Speed: 231.838 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 679], Speed: 181.490 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 689], Speed: 213.095 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 699], Speed: 211.825 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 709], Speed: 223.195 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 719], Speed: 217.948 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 729], Speed: 217.544 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 739], Speed: 213.855 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 749], Speed: 219.966 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 759], Speed: 223.986 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 769], Speed: 222.403 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 779], Speed: 216.801 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 789], Speed: 231.990 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.048 [Epoch 48][Batch 799], Speed: 219.685 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 809], Speed: 215.945 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 819], Speed: 225.449 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 829], Speed: 199.566 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 839], Speed: 193.154 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 849], Speed: 231.143 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 859], Speed: 219.425 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 869], Speed: 191.814 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 879], Speed: 212.821 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 889], Speed: 203.546 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 899], Speed: 178.105 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 909], Speed: 224.763 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.047 [Epoch 48][Batch 919], Speed: 203.152 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 929], Speed: 226.753 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 939], Speed: 204.485 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 949], Speed: 218.956 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 959], Speed: 216.181 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 969], Speed: 215.050 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 979], Speed: 223.404 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 989], Speed: 222.007 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 999], Speed: 216.375 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 1009], Speed: 222.845 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 1019], Speed: 226.307 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 1029], Speed: 219.446 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.046 [Epoch 48][Batch 1039], Speed: 227.066 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1049], Speed: 221.973 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1059], Speed: 194.434 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1069], Speed: 211.883 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1079], Speed: 198.087 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1089], Speed: 215.171 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1099], Speed: 219.713 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1109], Speed: 210.848 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1119], Speed: 200.408 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1129], Speed: 229.663 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1139], Speed: 231.313 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1149], Speed: 215.885 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1159], Speed: 207.964 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.045 [Epoch 48][Batch 1169], Speed: 217.164 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 48][Batch 1179], Speed: 221.298 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 48][Batch 1189], Speed: 214.260 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 48][Batch 1199], Speed: 238.136 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 48][Batch 1209], Speed: 230.907 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 48][Batch 1219], Speed: 208.617 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 48] Training cost: 559.227, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 49][Batch 9], Speed: 188.376 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 49][Batch 19], Speed: 221.557 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.044 [Epoch 49][Batch 29], Speed: 221.905 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.044 [Epoch 49][Batch 39], Speed: 226.380 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 49][Batch 49], Speed: 209.785 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.044 [Epoch 49][Batch 59], Speed: 220.447 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 49][Batch 69], Speed: 223.514 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 49][Batch 79], Speed: 228.908 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.043 [Epoch 49][Batch 89], Speed: 233.815 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.043 [Epoch 49][Batch 99], Speed: 236.530 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 49][Batch 109], Speed: 221.133 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 49][Batch 119], Speed: 211.827 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 49][Batch 129], Speed: 223.410 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 49][Batch 139], Speed: 202.033 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 49][Batch 149], Speed: 201.699 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 49][Batch 159], Speed: 200.871 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 49][Batch 169], Speed: 214.765 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.043 [Epoch 49][Batch 179], Speed: 225.562 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 189], Speed: 222.798 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 199], Speed: 224.360 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 209], Speed: 227.004 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 219], Speed: 213.745 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 229], Speed: 226.264 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 239], Speed: 220.411 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 249], Speed: 226.903 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 259], Speed: 219.328 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 269], Speed: 200.533 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 279], Speed: 211.688 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 289], Speed: 216.793 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 299], Speed: 223.861 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.042 [Epoch 49][Batch 309], Speed: 202.348 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 319], Speed: 228.295 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 329], Speed: 215.521 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 339], Speed: 219.362 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 349], Speed: 223.145 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 359], Speed: 208.993 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 369], Speed: 203.787 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 379], Speed: 226.364 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 389], Speed: 211.614 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 399], Speed: 214.798 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 409], Speed: 228.438 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 419], Speed: 217.252 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.041 [Epoch 49][Batch 429], Speed: 220.154 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 439], Speed: 225.518 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 449], Speed: 206.607 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 459], Speed: 221.414 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 469], Speed: 225.558 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 479], Speed: 203.551 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 489], Speed: 209.606 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 499], Speed: 225.243 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 509], Speed: 213.635 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 519], Speed: 222.816 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 529], Speed: 223.627 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 539], Speed: 224.811 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 549], Speed: 236.550 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.040 [Epoch 49][Batch 559], Speed: 175.904 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 569], Speed: 203.589 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 579], Speed: 216.499 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 589], Speed: 211.899 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 599], Speed: 221.749 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 609], Speed: 209.740 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 619], Speed: 223.261 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 629], Speed: 226.801 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 639], Speed: 227.062 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 649], Speed: 211.635 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 659], Speed: 208.872 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 669], Speed: 228.774 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.039 [Epoch 49][Batch 679], Speed: 204.809 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 689], Speed: 220.977 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 699], Speed: 214.158 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 709], Speed: 218.226 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 719], Speed: 227.702 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 729], Speed: 238.669 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 739], Speed: 229.583 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 749], Speed: 215.485 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 759], Speed: 222.648 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 769], Speed: 202.806 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 779], Speed: 201.582 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 789], Speed: 210.105 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 799], Speed: 214.231 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.038 [Epoch 49][Batch 809], Speed: 200.307 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 819], Speed: 218.690 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 829], Speed: 225.628 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 839], Speed: 214.559 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 849], Speed: 220.333 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 859], Speed: 224.277 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 869], Speed: 223.038 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 879], Speed: 226.397 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 889], Speed: 226.760 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 899], Speed: 205.896 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 909], Speed: 214.667 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 919], Speed: 210.195 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 929], Speed: 219.861 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.037 [Epoch 49][Batch 939], Speed: 191.095 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 949], Speed: 215.801 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 959], Speed: 220.226 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 969], Speed: 225.662 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 979], Speed: 219.808 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 989], Speed: 204.202 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 999], Speed: 223.707 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 1009], Speed: 222.208 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 1019], Speed: 203.404 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 1029], Speed: 226.840 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 1039], Speed: 208.628 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 1049], Speed: 221.712 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 1059], Speed: 221.283 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.036 [Epoch 49][Batch 1069], Speed: 223.174 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1079], Speed: 223.673 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1089], Speed: 221.383 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1099], Speed: 220.396 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1109], Speed: 212.297 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1119], Speed: 204.084 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1129], Speed: 241.378 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1139], Speed: 218.040 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1149], Speed: 237.112 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1159], Speed: 228.522 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1169], Speed: 230.047 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1179], Speed: 210.961 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1189], Speed: 211.896 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.035 [Epoch 49][Batch 1199], Speed: 230.756 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 49][Batch 1209], Speed: 207.450 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 49][Batch 1219], Speed: 201.150 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 49] Training cost: 560.724, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 50][Batch 9], Speed: 197.047 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.227, HeatmapFocal=2.034 [Epoch 50][Batch 19], Speed: 201.229 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 50][Batch 29], Speed: 229.771 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 50][Batch 39], Speed: 213.189 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.034 [Epoch 50][Batch 49], Speed: 214.949 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 50][Batch 59], Speed: 201.681 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 50][Batch 69], Speed: 233.953 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 50][Batch 79], Speed: 225.914 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 50][Batch 89], Speed: 222.966 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.034 [Epoch 50][Batch 99], Speed: 226.427 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 109], Speed: 219.168 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 119], Speed: 220.170 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 129], Speed: 221.489 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 139], Speed: 216.682 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 149], Speed: 234.594 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 159], Speed: 226.169 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 169], Speed: 219.949 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 179], Speed: 230.070 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 189], Speed: 198.938 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 199], Speed: 215.102 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.033 [Epoch 50][Batch 209], Speed: 200.004 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.033 [Epoch 50][Batch 219], Speed: 219.193 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 229], Speed: 214.404 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.032 [Epoch 50][Batch 239], Speed: 219.719 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 249], Speed: 218.516 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 259], Speed: 208.787 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 269], Speed: 218.869 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.032 [Epoch 50][Batch 279], Speed: 197.857 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 289], Speed: 214.956 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 299], Speed: 190.992 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 309], Speed: 226.913 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 319], Speed: 225.475 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 329], Speed: 218.648 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 339], Speed: 215.989 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.032 [Epoch 50][Batch 349], Speed: 214.429 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 50][Batch 359], Speed: 222.049 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 50][Batch 369], Speed: 201.070 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 50][Batch 379], Speed: 212.537 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.031 [Epoch 50][Batch 389], Speed: 216.586 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.031 [Epoch 50][Batch 399], Speed: 218.077 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 50][Batch 409], Speed: 201.536 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.031 [Epoch 50][Batch 419], Speed: 206.769 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 50][Batch 429], Speed: 208.343 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 50][Batch 439], Speed: 215.946 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 50][Batch 449], Speed: 215.791 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 50][Batch 459], Speed: 226.305 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 50][Batch 469], Speed: 231.189 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.031 [Epoch 50][Batch 479], Speed: 215.392 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 50][Batch 489], Speed: 210.858 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 50][Batch 499], Speed: 210.174 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 50][Batch 509], Speed: 209.843 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 50][Batch 519], Speed: 200.358 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 50][Batch 529], Speed: 221.972 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.030 [Epoch 50][Batch 539], Speed: 214.331 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.030 [Epoch 50][Batch 549], Speed: 202.746 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.030 [Epoch 50][Batch 559], Speed: 221.650 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.030 [Epoch 50][Batch 569], Speed: 213.042 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.030 [Epoch 50][Batch 579], Speed: 216.565 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.030 [Epoch 50][Batch 589], Speed: 226.812 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.030 [Epoch 50][Batch 599], Speed: 200.114 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 609], Speed: 220.116 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 619], Speed: 203.975 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 629], Speed: 190.501 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 639], Speed: 221.912 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 649], Speed: 219.694 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 659], Speed: 223.397 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 669], Speed: 215.400 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 679], Speed: 224.588 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 689], Speed: 206.594 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 699], Speed: 202.406 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 709], Speed: 208.426 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 719], Speed: 214.511 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.029 [Epoch 50][Batch 729], Speed: 192.121 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 739], Speed: 204.804 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 749], Speed: 225.244 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 759], Speed: 212.128 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 769], Speed: 221.909 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 779], Speed: 202.549 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 789], Speed: 220.383 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 799], Speed: 236.420 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 809], Speed: 211.676 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 819], Speed: 228.379 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 829], Speed: 213.979 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 839], Speed: 217.455 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 849], Speed: 208.825 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.028 [Epoch 50][Batch 859], Speed: 214.230 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 869], Speed: 211.600 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 879], Speed: 217.313 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 889], Speed: 206.515 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 899], Speed: 231.202 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 909], Speed: 203.458 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 919], Speed: 224.813 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 929], Speed: 215.036 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 939], Speed: 220.041 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 949], Speed: 202.406 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 959], Speed: 205.398 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 969], Speed: 221.903 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 979], Speed: 218.592 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.027 [Epoch 50][Batch 989], Speed: 202.661 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 999], Speed: 211.121 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1009], Speed: 219.149 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1019], Speed: 216.242 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1029], Speed: 211.307 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1039], Speed: 193.954 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1049], Speed: 224.716 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1059], Speed: 199.630 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1069], Speed: 226.804 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1079], Speed: 209.714 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1089], Speed: 206.632 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1099], Speed: 206.557 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1109], Speed: 199.641 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1119], Speed: 215.092 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.026 [Epoch 50][Batch 1129], Speed: 225.326 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50][Batch 1139], Speed: 234.002 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50][Batch 1149], Speed: 204.908 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50][Batch 1159], Speed: 206.944 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50][Batch 1169], Speed: 224.815 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50][Batch 1179], Speed: 236.971 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50][Batch 1189], Speed: 239.770 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50][Batch 1199], Speed: 201.858 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50][Batch 1209], Speed: 197.200 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50][Batch 1219], Speed: 218.109 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50] Training cost: 595.812, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 50] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.248 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.419 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.256 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.072 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.287 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.238 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.364 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.122 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.404 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.592 person=37.3 bicycle=18.1 car=22.2 motorcycle=26.6 airplane=44.9 bus=46.5 train=46.1 truck=19.3 boat=10.9 traffic light=12.2 fire hydrant=50.3 stop sign=50.6 parking meter=29.8 bench=13.8 bird=19.4 cat=49.1 dog=45.5 horse=42.3 sheep=34.8 cow=34.6 elephant=49.2 bear=58.7 zebra=52.3 giraffe=56.5 backpack=5.6 umbrella=25.0 handbag=3.8 tie=14.6 suitcase=19.5 frisbee=37.1 skis=11.6 snowboard=11.4 sports ball=17.0 kite=21.9 baseball bat=12.8 baseball glove=19.3 skateboard=32.4 surfboard=20.0 tennis racket=28.9 bottle=18.0 wine glass=17.7 cup=22.4 fork=13.5 knife=5.1 spoon=3.5 bowl=22.6 banana=12.9 apple=6.9 sandwich=18.5 orange=19.2 broccoli=15.0 carrot=9.5 hot dog=18.9 pizza=30.2 donut=28.0 cake=19.7 chair=15.4 couch=29.5 potted plant=14.4 bed=20.9 dining table=12.9 toilet=46.7 tv=41.1 laptop=41.2 mouse=35.1 remote=8.4 keyboard=34.3 cell phone=17.3 microwave=40.3 oven=21.9 toaster=9.0 sink=22.4 refrigerator=34.5 book=2.8 clock=36.9 vase=21.8 scissors=10.9 teddy bear=31.6 hair drier=2.0 toothbrush=2.7 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =24.8 [Epoch 51][Batch 9], Speed: 229.418 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 51][Batch 19], Speed: 200.244 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 51][Batch 29], Speed: 209.284 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.229, HeatmapFocal=2.025 [Epoch 51][Batch 39], Speed: 203.318 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 51][Batch 49], Speed: 226.487 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 51][Batch 59], Speed: 218.056 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=2.024 [Epoch 51][Batch 69], Speed: 220.175 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 51][Batch 79], Speed: 188.299 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 51][Batch 89], Speed: 217.401 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 51][Batch 99], Speed: 226.969 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 51][Batch 109], Speed: 215.917 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 51][Batch 119], Speed: 219.408 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 51][Batch 129], Speed: 226.172 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 51][Batch 139], Speed: 186.000 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 51][Batch 149], Speed: 202.653 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 51][Batch 159], Speed: 238.911 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.024 [Epoch 51][Batch 169], Speed: 210.331 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.023 [Epoch 51][Batch 179], Speed: 217.007 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.023 [Epoch 51][Batch 189], Speed: 231.541 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.023 [Epoch 51][Batch 199], Speed: 208.037 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.023 [Epoch 51][Batch 209], Speed: 213.898 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.023 [Epoch 51][Batch 219], Speed: 214.750 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 51][Batch 229], Speed: 216.817 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 51][Batch 239], Speed: 185.469 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 51][Batch 249], Speed: 236.710 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 51][Batch 259], Speed: 221.311 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 51][Batch 269], Speed: 220.464 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 51][Batch 279], Speed: 226.904 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 51][Batch 289], Speed: 216.747 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.023 [Epoch 51][Batch 299], Speed: 209.810 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 309], Speed: 226.124 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 319], Speed: 226.206 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 329], Speed: 191.247 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 339], Speed: 231.691 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 349], Speed: 222.640 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 359], Speed: 226.100 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 369], Speed: 228.061 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 379], Speed: 214.079 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 389], Speed: 206.622 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 399], Speed: 227.941 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 409], Speed: 198.696 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 419], Speed: 228.948 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.022 [Epoch 51][Batch 429], Speed: 233.382 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 51][Batch 439], Speed: 213.364 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 51][Batch 449], Speed: 219.394 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 51][Batch 459], Speed: 221.763 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 51][Batch 469], Speed: 204.864 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 51][Batch 479], Speed: 207.195 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 51][Batch 489], Speed: 215.973 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.021 [Epoch 51][Batch 499], Speed: 219.633 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.021 [Epoch 51][Batch 509], Speed: 182.338 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.021 [Epoch 51][Batch 519], Speed: 222.303 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.021 [Epoch 51][Batch 529], Speed: 209.048 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.021 [Epoch 51][Batch 539], Speed: 207.770 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.021 [Epoch 51][Batch 549], Speed: 219.347 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.021 [Epoch 51][Batch 559], Speed: 199.433 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.020 [Epoch 51][Batch 569], Speed: 226.006 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 579], Speed: 228.416 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 589], Speed: 223.631 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 599], Speed: 214.594 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 609], Speed: 226.493 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 619], Speed: 213.418 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 629], Speed: 207.120 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 639], Speed: 227.876 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 649], Speed: 207.450 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 659], Speed: 208.063 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 669], Speed: 232.980 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 679], Speed: 213.761 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.020 [Epoch 51][Batch 689], Speed: 218.958 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 699], Speed: 221.217 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 709], Speed: 234.122 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 719], Speed: 182.101 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 729], Speed: 224.146 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 739], Speed: 190.865 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 749], Speed: 219.582 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 759], Speed: 222.806 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 769], Speed: 209.356 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 779], Speed: 210.995 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 789], Speed: 234.682 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 799], Speed: 199.828 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 809], Speed: 185.065 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 819], Speed: 227.638 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.019 [Epoch 51][Batch 829], Speed: 223.790 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 839], Speed: 187.508 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 849], Speed: 176.011 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 859], Speed: 196.469 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 869], Speed: 201.253 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 879], Speed: 229.919 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 889], Speed: 214.283 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 899], Speed: 224.402 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 909], Speed: 230.254 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 919], Speed: 180.811 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 929], Speed: 222.997 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 939], Speed: 225.013 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 949], Speed: 215.255 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.018 [Epoch 51][Batch 959], Speed: 214.473 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 969], Speed: 220.192 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 979], Speed: 179.158 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 989], Speed: 210.739 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 999], Speed: 213.456 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 1009], Speed: 223.689 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 1019], Speed: 201.698 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 1029], Speed: 219.259 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 1039], Speed: 194.940 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 1049], Speed: 207.815 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 1059], Speed: 229.151 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 1069], Speed: 212.258 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 1079], Speed: 224.485 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 1089], Speed: 218.895 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.017 [Epoch 51][Batch 1099], Speed: 202.703 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1109], Speed: 192.138 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1119], Speed: 217.980 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1129], Speed: 196.023 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1139], Speed: 229.598 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1149], Speed: 219.787 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1159], Speed: 222.374 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1169], Speed: 247.821 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1179], Speed: 216.440 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1189], Speed: 201.895 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1199], Speed: 203.049 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1209], Speed: 223.329 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51][Batch 1219], Speed: 221.281 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 51] Training cost: 569.758, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 52][Batch 9], Speed: 218.737 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.229, HeatmapFocal=2.016 [Epoch 52][Batch 19], Speed: 216.426 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 52][Batch 29], Speed: 203.045 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 52][Batch 39], Speed: 208.052 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 52][Batch 49], Speed: 215.956 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=2.015 [Epoch 52][Batch 59], Speed: 212.348 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 52][Batch 69], Speed: 221.688 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 52][Batch 79], Speed: 220.045 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 52][Batch 89], Speed: 218.458 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 52][Batch 99], Speed: 226.367 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 52][Batch 109], Speed: 219.260 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 52][Batch 119], Speed: 224.168 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 52][Batch 129], Speed: 200.143 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 52][Batch 139], Speed: 220.986 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.015 [Epoch 52][Batch 149], Speed: 199.610 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 159], Speed: 218.373 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 169], Speed: 219.657 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 179], Speed: 232.492 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 189], Speed: 216.914 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 199], Speed: 221.378 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 209], Speed: 221.975 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 219], Speed: 225.544 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 229], Speed: 208.937 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 239], Speed: 226.086 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 249], Speed: 218.488 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 259], Speed: 224.007 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 269], Speed: 224.695 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.014 [Epoch 52][Batch 279], Speed: 223.197 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 289], Speed: 213.429 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 299], Speed: 223.771 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 309], Speed: 222.013 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 319], Speed: 226.371 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 329], Speed: 219.975 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 339], Speed: 208.591 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 349], Speed: 222.157 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 359], Speed: 215.904 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 369], Speed: 218.382 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.013 [Epoch 52][Batch 379], Speed: 221.858 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 389], Speed: 231.176 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 399], Speed: 224.612 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 409], Speed: 197.455 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.013 [Epoch 52][Batch 419], Speed: 208.230 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 52][Batch 429], Speed: 214.784 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 52][Batch 439], Speed: 224.073 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 52][Batch 449], Speed: 221.251 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 52][Batch 459], Speed: 194.473 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 52][Batch 469], Speed: 215.767 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.012 [Epoch 52][Batch 479], Speed: 207.698 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 52][Batch 489], Speed: 205.282 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 52][Batch 499], Speed: 208.660 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 52][Batch 509], Speed: 206.498 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 52][Batch 519], Speed: 199.828 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.012 [Epoch 52][Batch 529], Speed: 212.408 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.012 [Epoch 52][Batch 539], Speed: 213.209 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.012 [Epoch 52][Batch 549], Speed: 219.615 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 559], Speed: 217.614 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 569], Speed: 215.202 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 579], Speed: 223.858 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 589], Speed: 219.349 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 599], Speed: 206.392 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 609], Speed: 208.461 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 619], Speed: 195.908 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 629], Speed: 209.280 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 639], Speed: 218.880 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 649], Speed: 199.843 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 659], Speed: 214.678 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 669], Speed: 219.933 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 679], Speed: 219.647 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.011 [Epoch 52][Batch 689], Speed: 220.586 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 699], Speed: 225.021 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 709], Speed: 206.598 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 719], Speed: 209.980 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 729], Speed: 219.679 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 739], Speed: 222.758 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 749], Speed: 227.513 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 759], Speed: 204.051 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 769], Speed: 214.799 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.010 [Epoch 52][Batch 779], Speed: 211.667 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 789], Speed: 209.885 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 799], Speed: 213.591 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 809], Speed: 228.146 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 819], Speed: 199.118 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.010 [Epoch 52][Batch 829], Speed: 217.000 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 839], Speed: 200.921 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 849], Speed: 218.362 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 859], Speed: 211.452 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 869], Speed: 223.610 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 879], Speed: 225.898 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 889], Speed: 206.743 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 899], Speed: 218.533 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 909], Speed: 208.809 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 919], Speed: 221.001 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 929], Speed: 228.270 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 939], Speed: 209.895 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 949], Speed: 203.675 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 959], Speed: 210.176 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.009 [Epoch 52][Batch 969], Speed: 212.173 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 979], Speed: 194.635 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 989], Speed: 220.917 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 999], Speed: 213.905 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 1009], Speed: 208.729 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 1019], Speed: 203.042 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 1029], Speed: 187.554 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 1039], Speed: 224.539 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 1049], Speed: 228.112 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 1059], Speed: 223.350 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 1069], Speed: 211.679 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 1079], Speed: 206.072 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 1089], Speed: 214.215 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.008 [Epoch 52][Batch 1099], Speed: 226.078 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1109], Speed: 225.016 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1119], Speed: 242.855 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1129], Speed: 237.424 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1139], Speed: 216.571 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1149], Speed: 218.473 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1159], Speed: 223.200 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1169], Speed: 230.542 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1179], Speed: 208.848 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1189], Speed: 223.192 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1199], Speed: 181.589 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1209], Speed: 221.981 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52][Batch 1219], Speed: 198.175 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 52] Training cost: 559.718, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 53][Batch 9], Speed: 213.167 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.229, HeatmapFocal=2.007 [Epoch 53][Batch 19], Speed: 211.777 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 29], Speed: 210.975 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.006 [Epoch 53][Batch 39], Speed: 205.923 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 49], Speed: 180.720 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 59], Speed: 227.268 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 69], Speed: 227.179 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 79], Speed: 222.620 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 89], Speed: 224.043 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 99], Speed: 225.319 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 109], Speed: 231.909 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 119], Speed: 194.307 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 129], Speed: 228.258 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 139], Speed: 201.629 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 149], Speed: 223.834 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.006 [Epoch 53][Batch 159], Speed: 210.282 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 169], Speed: 209.897 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 179], Speed: 222.248 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 189], Speed: 238.846 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 199], Speed: 218.879 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 209], Speed: 229.606 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 219], Speed: 207.754 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 229], Speed: 216.528 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 239], Speed: 176.216 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 249], Speed: 220.472 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 259], Speed: 214.617 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 269], Speed: 223.864 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 279], Speed: 194.330 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 289], Speed: 199.105 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.005 [Epoch 53][Batch 299], Speed: 210.015 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 309], Speed: 237.250 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 319], Speed: 218.736 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 329], Speed: 234.790 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 339], Speed: 215.820 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 349], Speed: 226.962 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 359], Speed: 209.460 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 369], Speed: 216.502 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 379], Speed: 225.363 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 389], Speed: 216.136 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 399], Speed: 210.638 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 409], Speed: 208.287 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 419], Speed: 210.875 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 429], Speed: 217.577 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.004 [Epoch 53][Batch 439], Speed: 210.513 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 449], Speed: 234.052 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 459], Speed: 198.640 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 469], Speed: 225.503 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 479], Speed: 209.579 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 489], Speed: 223.873 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 499], Speed: 217.733 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 509], Speed: 229.232 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 519], Speed: 203.123 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 529], Speed: 208.283 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 539], Speed: 219.264 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 549], Speed: 224.183 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 559], Speed: 216.927 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 569], Speed: 232.459 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.003 [Epoch 53][Batch 579], Speed: 209.030 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 589], Speed: 200.440 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 599], Speed: 207.515 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 609], Speed: 219.506 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 619], Speed: 225.976 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 629], Speed: 201.206 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 639], Speed: 208.896 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 649], Speed: 196.944 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 659], Speed: 215.860 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 669], Speed: 211.575 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 679], Speed: 199.887 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 689], Speed: 220.475 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 699], Speed: 204.082 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 709], Speed: 201.312 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 53][Batch 719], Speed: 213.168 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 729], Speed: 188.749 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 739], Speed: 210.674 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 749], Speed: 223.597 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 759], Speed: 221.129 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 769], Speed: 189.085 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 779], Speed: 214.607 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 789], Speed: 225.085 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 799], Speed: 227.252 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 809], Speed: 224.345 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 819], Speed: 207.931 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 829], Speed: 215.394 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 839], Speed: 201.470 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 849], Speed: 207.816 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.001 [Epoch 53][Batch 859], Speed: 206.139 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 869], Speed: 228.632 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 879], Speed: 218.877 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 889], Speed: 204.730 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 899], Speed: 219.978 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 909], Speed: 225.226 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 919], Speed: 234.704 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 929], Speed: 233.344 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 939], Speed: 223.172 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 949], Speed: 199.473 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 959], Speed: 192.469 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 969], Speed: 204.838 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 979], Speed: 231.675 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 989], Speed: 211.308 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.000 [Epoch 53][Batch 999], Speed: 196.694 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1009], Speed: 215.352 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1019], Speed: 221.569 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1029], Speed: 216.240 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1039], Speed: 232.740 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1049], Speed: 220.557 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1059], Speed: 214.779 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1069], Speed: 206.768 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1079], Speed: 191.170 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1089], Speed: 210.603 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1099], Speed: 207.891 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1109], Speed: 225.431 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1119], Speed: 234.518 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1129], Speed: 199.647 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1139], Speed: 206.287 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.999 [Epoch 53][Batch 1149], Speed: 217.161 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 53][Batch 1159], Speed: 247.875 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 53][Batch 1169], Speed: 213.758 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 53][Batch 1179], Speed: 228.590 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 53][Batch 1189], Speed: 222.738 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 53][Batch 1199], Speed: 200.186 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 53][Batch 1209], Speed: 224.462 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 53][Batch 1219], Speed: 170.202 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 53] Training cost: 563.777, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 54][Batch 9], Speed: 203.110 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 54][Batch 19], Speed: 193.274 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 54][Batch 29], Speed: 210.003 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 54][Batch 39], Speed: 213.428 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 54][Batch 49], Speed: 209.789 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 54][Batch 59], Speed: 181.334 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.998 [Epoch 54][Batch 69], Speed: 227.242 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 79], Speed: 224.542 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 89], Speed: 197.392 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 99], Speed: 210.537 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 109], Speed: 194.352 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 119], Speed: 220.267 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 129], Speed: 217.115 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 139], Speed: 222.326 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 149], Speed: 230.900 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 159], Speed: 214.942 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 169], Speed: 214.170 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.997 [Epoch 54][Batch 179], Speed: 212.782 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.997 [Epoch 54][Batch 189], Speed: 209.905 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 199], Speed: 219.856 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.997 [Epoch 54][Batch 209], Speed: 235.221 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 54][Batch 219], Speed: 229.439 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 54][Batch 229], Speed: 219.153 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 54][Batch 239], Speed: 228.677 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 54][Batch 249], Speed: 217.683 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 54][Batch 259], Speed: 219.942 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 54][Batch 269], Speed: 235.558 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.229, HeatmapFocal=1.996 [Epoch 54][Batch 279], Speed: 223.272 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 54][Batch 289], Speed: 215.105 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 54][Batch 299], Speed: 216.467 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 54][Batch 309], Speed: 211.147 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 54][Batch 319], Speed: 218.828 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 54][Batch 329], Speed: 230.873 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 54][Batch 339], Speed: 206.554 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.996 [Epoch 54][Batch 349], Speed: 223.650 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 54][Batch 359], Speed: 221.783 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 54][Batch 369], Speed: 208.491 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 54][Batch 379], Speed: 213.772 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 54][Batch 389], Speed: 223.965 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 54][Batch 399], Speed: 229.309 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.995 [Epoch 54][Batch 409], Speed: 217.301 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 54][Batch 419], Speed: 220.307 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 54][Batch 429], Speed: 224.022 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 54][Batch 439], Speed: 227.358 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 54][Batch 449], Speed: 223.839 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 54][Batch 459], Speed: 225.316 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 54][Batch 469], Speed: 205.695 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 54][Batch 479], Speed: 229.856 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 54][Batch 489], Speed: 221.646 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.995 [Epoch 54][Batch 499], Speed: 197.028 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 509], Speed: 225.357 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 519], Speed: 198.673 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 529], Speed: 223.226 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 539], Speed: 212.532 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 549], Speed: 198.996 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 559], Speed: 223.598 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 569], Speed: 223.995 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 579], Speed: 225.912 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 589], Speed: 215.652 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 599], Speed: 221.217 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 609], Speed: 234.557 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 619], Speed: 204.195 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 629], Speed: 217.639 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.994 [Epoch 54][Batch 639], Speed: 195.064 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 649], Speed: 204.681 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 659], Speed: 210.313 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 669], Speed: 220.243 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 679], Speed: 206.590 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 689], Speed: 213.240 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 699], Speed: 229.471 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 709], Speed: 220.721 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 719], Speed: 192.944 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 729], Speed: 213.138 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 739], Speed: 207.232 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 749], Speed: 208.262 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 759], Speed: 232.293 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 769], Speed: 220.424 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 779], Speed: 206.112 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.993 [Epoch 54][Batch 789], Speed: 212.365 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 799], Speed: 203.584 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 809], Speed: 197.040 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 819], Speed: 209.998 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 829], Speed: 206.888 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 839], Speed: 207.140 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 849], Speed: 213.156 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 859], Speed: 212.493 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 869], Speed: 182.953 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 879], Speed: 212.866 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 889], Speed: 220.115 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 899], Speed: 213.050 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 909], Speed: 224.623 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 919], Speed: 213.680 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 929], Speed: 220.044 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.992 [Epoch 54][Batch 939], Speed: 208.420 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 949], Speed: 220.259 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 959], Speed: 214.713 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 969], Speed: 206.262 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 979], Speed: 216.480 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 989], Speed: 214.520 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 999], Speed: 207.752 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 1009], Speed: 207.930 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 1019], Speed: 204.570 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 1029], Speed: 221.683 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 1039], Speed: 214.948 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 1049], Speed: 203.106 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 1059], Speed: 215.083 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 1069], Speed: 203.049 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 1079], Speed: 211.057 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.991 [Epoch 54][Batch 1089], Speed: 233.987 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 54][Batch 1099], Speed: 212.239 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 54][Batch 1109], Speed: 217.347 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 54][Batch 1119], Speed: 195.420 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 54][Batch 1129], Speed: 207.416 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 54][Batch 1139], Speed: 217.259 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 54][Batch 1149], Speed: 231.224 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 54][Batch 1159], Speed: 212.656 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 54][Batch 1169], Speed: 214.289 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 54][Batch 1179], Speed: 208.424 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.990 [Epoch 54][Batch 1189], Speed: 213.785 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 54][Batch 1199], Speed: 242.651 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 54][Batch 1209], Speed: 223.568 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 54][Batch 1219], Speed: 231.458 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 54] Training cost: 562.010, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.990 [Epoch 55][Batch 9], Speed: 194.713 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.230, HeatmapFocal=1.989 [Epoch 55][Batch 19], Speed: 214.817 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 55][Batch 29], Speed: 221.961 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 55][Batch 39], Speed: 214.140 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 55][Batch 49], Speed: 208.983 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.229, HeatmapFocal=1.989 [Epoch 55][Batch 59], Speed: 227.735 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 55][Batch 69], Speed: 220.824 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 55][Batch 79], Speed: 212.408 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 55][Batch 89], Speed: 230.782 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 55][Batch 99], Speed: 215.580 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 55][Batch 109], Speed: 204.755 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 55][Batch 119], Speed: 206.290 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 55][Batch 129], Speed: 227.700 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 55][Batch 139], Speed: 218.420 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 55][Batch 149], Speed: 222.567 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.989 [Epoch 55][Batch 159], Speed: 215.821 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 169], Speed: 217.707 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 179], Speed: 211.117 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 189], Speed: 229.728 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 199], Speed: 219.713 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 209], Speed: 229.021 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 219], Speed: 228.418 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 229], Speed: 229.783 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 239], Speed: 219.766 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 249], Speed: 223.207 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 259], Speed: 211.874 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 269], Speed: 225.329 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 279], Speed: 219.539 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 289], Speed: 207.213 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.988 [Epoch 55][Batch 299], Speed: 219.466 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 309], Speed: 224.828 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 319], Speed: 231.303 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 329], Speed: 229.947 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 339], Speed: 230.302 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 349], Speed: 229.440 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 359], Speed: 226.859 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 369], Speed: 219.920 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 379], Speed: 215.700 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 389], Speed: 228.916 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 399], Speed: 221.496 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 409], Speed: 227.110 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 419], Speed: 200.111 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 429], Speed: 225.781 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 439], Speed: 193.678 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.987 [Epoch 55][Batch 449], Speed: 229.540 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 459], Speed: 221.975 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 469], Speed: 230.209 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 479], Speed: 209.779 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 489], Speed: 198.088 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 499], Speed: 205.338 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 509], Speed: 213.734 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 519], Speed: 199.340 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 529], Speed: 224.010 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 539], Speed: 208.346 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 549], Speed: 213.322 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 559], Speed: 211.036 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 569], Speed: 221.046 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 579], Speed: 212.500 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 589], Speed: 229.328 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.986 [Epoch 55][Batch 599], Speed: 208.312 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 609], Speed: 224.236 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 619], Speed: 204.769 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 629], Speed: 219.233 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 639], Speed: 219.252 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 649], Speed: 234.184 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 659], Speed: 212.542 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 669], Speed: 214.649 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 679], Speed: 210.055 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 689], Speed: 225.382 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 699], Speed: 211.968 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 709], Speed: 230.947 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 719], Speed: 221.448 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 729], Speed: 202.368 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 739], Speed: 214.704 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.985 [Epoch 55][Batch 749], Speed: 224.332 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 759], Speed: 210.123 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 769], Speed: 218.790 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 779], Speed: 206.920 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 789], Speed: 218.479 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 799], Speed: 205.500 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 809], Speed: 208.657 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 819], Speed: 212.357 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 829], Speed: 211.586 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 839], Speed: 202.793 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 849], Speed: 231.006 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 859], Speed: 203.220 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 869], Speed: 215.005 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 879], Speed: 217.204 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 889], Speed: 236.330 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.984 [Epoch 55][Batch 899], Speed: 223.960 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 909], Speed: 226.663 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 919], Speed: 201.645 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 929], Speed: 223.555 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 939], Speed: 231.457 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 949], Speed: 205.113 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 959], Speed: 216.346 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 969], Speed: 231.360 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 979], Speed: 210.442 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 989], Speed: 225.395 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 999], Speed: 225.562 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 1009], Speed: 205.445 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 1019], Speed: 194.139 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 1029], Speed: 232.425 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 1039], Speed: 208.106 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 1049], Speed: 221.421 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.983 [Epoch 55][Batch 1059], Speed: 221.212 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1069], Speed: 232.429 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1079], Speed: 214.222 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1089], Speed: 228.445 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1099], Speed: 222.785 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1109], Speed: 218.623 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1119], Speed: 226.248 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1129], Speed: 227.729 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1139], Speed: 220.184 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1149], Speed: 236.257 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1159], Speed: 218.729 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1169], Speed: 207.324 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1179], Speed: 228.500 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1189], Speed: 221.325 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1199], Speed: 224.450 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1209], Speed: 209.662 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.982 [Epoch 55][Batch 1219], Speed: 213.960 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 55] Training cost: 562.138, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 9], Speed: 227.445 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.981 [Epoch 56][Batch 19], Speed: 200.967 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 29], Speed: 198.538 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 39], Speed: 219.305 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 49], Speed: 218.944 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 59], Speed: 224.670 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 69], Speed: 211.805 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 79], Speed: 218.814 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 89], Speed: 222.397 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 99], Speed: 196.622 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 109], Speed: 234.166 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 119], Speed: 201.503 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 129], Speed: 227.562 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.981 [Epoch 56][Batch 139], Speed: 215.353 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 149], Speed: 210.172 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 159], Speed: 192.374 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 169], Speed: 213.612 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 179], Speed: 229.021 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 189], Speed: 219.971 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 199], Speed: 214.938 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 209], Speed: 228.278 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 219], Speed: 226.326 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 229], Speed: 215.444 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 239], Speed: 225.796 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 249], Speed: 212.808 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 259], Speed: 222.392 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 269], Speed: 212.758 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 279], Speed: 190.039 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.980 [Epoch 56][Batch 289], Speed: 227.034 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 299], Speed: 231.039 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 309], Speed: 216.903 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 319], Speed: 222.555 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 329], Speed: 219.729 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 339], Speed: 212.000 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 349], Speed: 228.531 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 359], Speed: 204.736 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 369], Speed: 212.390 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 379], Speed: 216.675 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 389], Speed: 220.257 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 399], Speed: 195.773 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 409], Speed: 218.174 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 419], Speed: 221.308 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 429], Speed: 220.574 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.979 [Epoch 56][Batch 439], Speed: 210.562 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 449], Speed: 225.963 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 459], Speed: 204.363 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 469], Speed: 233.206 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 479], Speed: 219.353 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 489], Speed: 224.698 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 499], Speed: 215.308 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 509], Speed: 226.410 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 519], Speed: 205.417 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 529], Speed: 226.234 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 539], Speed: 223.496 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 549], Speed: 211.288 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 559], Speed: 214.639 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 569], Speed: 206.532 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 579], Speed: 205.236 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 589], Speed: 230.253 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.978 [Epoch 56][Batch 599], Speed: 220.083 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 609], Speed: 227.061 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 619], Speed: 206.915 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 629], Speed: 219.893 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 639], Speed: 210.480 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 649], Speed: 233.940 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 659], Speed: 204.052 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 669], Speed: 231.481 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 679], Speed: 216.965 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 689], Speed: 203.897 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 699], Speed: 210.333 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 709], Speed: 232.955 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 719], Speed: 224.852 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 729], Speed: 232.564 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 739], Speed: 207.412 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 749], Speed: 209.165 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.977 [Epoch 56][Batch 759], Speed: 211.082 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 769], Speed: 223.375 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 779], Speed: 227.540 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 789], Speed: 228.470 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 799], Speed: 215.155 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 809], Speed: 224.103 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 819], Speed: 201.027 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 829], Speed: 216.918 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 839], Speed: 227.996 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 849], Speed: 218.328 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 859], Speed: 203.635 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 869], Speed: 200.215 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 879], Speed: 196.312 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 889], Speed: 222.473 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 899], Speed: 196.809 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.976 [Epoch 56][Batch 909], Speed: 211.814 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 919], Speed: 214.765 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 929], Speed: 188.044 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 939], Speed: 223.153 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 949], Speed: 193.632 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 959], Speed: 202.401 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 969], Speed: 212.147 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 979], Speed: 216.115 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 989], Speed: 221.253 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 999], Speed: 213.629 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 1009], Speed: 186.457 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 1019], Speed: 218.239 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 1029], Speed: 218.031 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 1039], Speed: 212.099 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 1049], Speed: 217.695 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 1059], Speed: 226.339 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.975 [Epoch 56][Batch 1069], Speed: 217.614 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1079], Speed: 217.051 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1089], Speed: 208.245 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1099], Speed: 223.604 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1109], Speed: 205.760 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1119], Speed: 239.052 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1129], Speed: 202.781 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1139], Speed: 243.317 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1149], Speed: 218.165 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1159], Speed: 211.802 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1169], Speed: 213.160 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1179], Speed: 211.832 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1189], Speed: 215.812 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1199], Speed: 231.355 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1209], Speed: 202.746 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56][Batch 1219], Speed: 238.594 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 56] Training cost: 560.573, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.974 [Epoch 57][Batch 9], Speed: 201.828 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.973 [Epoch 57][Batch 19], Speed: 220.832 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.973 [Epoch 57][Batch 29], Speed: 229.752 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.973 [Epoch 57][Batch 39], Speed: 213.186 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 57][Batch 49], Speed: 194.720 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 57][Batch 59], Speed: 201.470 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 57][Batch 69], Speed: 185.544 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 57][Batch 79], Speed: 211.045 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 57][Batch 89], Speed: 231.360 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 57][Batch 99], Speed: 231.387 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 57][Batch 109], Speed: 203.031 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 57][Batch 119], Speed: 228.984 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 57][Batch 129], Speed: 201.877 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 57][Batch 139], Speed: 191.298 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 57][Batch 149], Speed: 218.052 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=1.973 [Epoch 57][Batch 159], Speed: 222.813 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 57][Batch 169], Speed: 207.119 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 179], Speed: 233.312 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 57][Batch 189], Speed: 183.232 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 57][Batch 199], Speed: 216.859 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 209], Speed: 222.188 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 219], Speed: 198.726 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 229], Speed: 213.017 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 239], Speed: 190.849 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=1.972 [Epoch 57][Batch 249], Speed: 222.060 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 259], Speed: 213.926 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 269], Speed: 219.737 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 279], Speed: 217.756 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 289], Speed: 225.034 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 299], Speed: 209.124 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.972 [Epoch 57][Batch 309], Speed: 220.170 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 319], Speed: 199.391 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 329], Speed: 209.500 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 339], Speed: 231.113 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 349], Speed: 219.458 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 359], Speed: 203.416 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 369], Speed: 217.880 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 379], Speed: 217.609 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 389], Speed: 222.859 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 399], Speed: 209.440 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 409], Speed: 208.772 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 419], Speed: 224.161 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 429], Speed: 224.615 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 439], Speed: 209.580 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 449], Speed: 226.959 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 459], Speed: 218.598 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.971 [Epoch 57][Batch 469], Speed: 221.723 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 479], Speed: 214.195 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 489], Speed: 220.606 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 499], Speed: 212.459 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 509], Speed: 225.455 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 519], Speed: 210.520 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 529], Speed: 196.665 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 539], Speed: 215.646 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 549], Speed: 219.537 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 559], Speed: 235.930 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 569], Speed: 211.110 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 579], Speed: 209.034 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 589], Speed: 217.941 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 599], Speed: 217.198 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 609], Speed: 210.342 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 619], Speed: 222.631 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.970 [Epoch 57][Batch 629], Speed: 208.336 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 639], Speed: 208.687 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 649], Speed: 226.262 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 659], Speed: 189.546 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 669], Speed: 222.493 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 679], Speed: 201.891 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 689], Speed: 216.154 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 699], Speed: 215.264 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 709], Speed: 218.563 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 719], Speed: 208.197 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 729], Speed: 219.749 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 739], Speed: 205.440 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 749], Speed: 224.132 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 759], Speed: 220.441 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 769], Speed: 209.073 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 779], Speed: 199.003 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.969 [Epoch 57][Batch 789], Speed: 208.630 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 799], Speed: 193.378 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 809], Speed: 219.582 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 819], Speed: 227.037 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 829], Speed: 221.421 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 839], Speed: 214.864 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 849], Speed: 222.107 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 859], Speed: 232.272 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 869], Speed: 226.807 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 879], Speed: 223.143 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 889], Speed: 218.889 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 899], Speed: 222.674 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 909], Speed: 227.443 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 919], Speed: 196.275 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 929], Speed: 233.101 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 939], Speed: 188.172 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.968 [Epoch 57][Batch 949], Speed: 200.883 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 959], Speed: 221.221 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 969], Speed: 224.473 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 979], Speed: 222.985 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 989], Speed: 223.311 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 999], Speed: 213.673 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1009], Speed: 201.444 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1019], Speed: 206.120 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1029], Speed: 210.700 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1039], Speed: 207.210 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1049], Speed: 217.286 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1059], Speed: 222.186 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1069], Speed: 217.467 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1079], Speed: 219.551 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1089], Speed: 186.403 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1099], Speed: 178.677 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1109], Speed: 225.084 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.967 [Epoch 57][Batch 1119], Speed: 225.151 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57][Batch 1129], Speed: 212.430 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57][Batch 1139], Speed: 212.714 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57][Batch 1149], Speed: 211.868 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57][Batch 1159], Speed: 206.130 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57][Batch 1169], Speed: 220.066 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57][Batch 1179], Speed: 205.231 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57][Batch 1189], Speed: 182.984 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57][Batch 1199], Speed: 229.404 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57][Batch 1209], Speed: 212.500 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57][Batch 1219], Speed: 205.777 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 57] Training cost: 564.683, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 58][Batch 9], Speed: 195.859 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 58][Batch 19], Speed: 227.835 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 58][Batch 29], Speed: 199.847 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 58][Batch 39], Speed: 198.091 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 58][Batch 49], Speed: 206.433 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.966 [Epoch 58][Batch 59], Speed: 206.596 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 58][Batch 69], Speed: 218.202 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 58][Batch 79], Speed: 213.682 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 58][Batch 89], Speed: 233.184 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 58][Batch 99], Speed: 208.832 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 58][Batch 109], Speed: 212.410 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 58][Batch 119], Speed: 230.920 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 58][Batch 129], Speed: 237.659 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.229, HeatmapFocal=1.965 [Epoch 58][Batch 139], Speed: 225.443 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 58][Batch 149], Speed: 212.541 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 58][Batch 159], Speed: 215.378 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 58][Batch 169], Speed: 199.708 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 58][Batch 179], Speed: 205.411 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 58][Batch 189], Speed: 225.117 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 58][Batch 199], Speed: 228.366 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.965 [Epoch 58][Batch 209], Speed: 212.698 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 219], Speed: 209.668 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 229], Speed: 220.891 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 239], Speed: 218.186 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 249], Speed: 226.671 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 259], Speed: 217.271 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 269], Speed: 201.326 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 279], Speed: 210.832 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 289], Speed: 203.866 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 299], Speed: 187.540 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 309], Speed: 206.534 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 319], Speed: 212.798 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 329], Speed: 214.985 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 339], Speed: 219.624 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 349], Speed: 227.684 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 359], Speed: 228.396 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.964 [Epoch 58][Batch 369], Speed: 201.998 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 379], Speed: 219.308 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 389], Speed: 195.907 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 399], Speed: 221.721 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 409], Speed: 223.798 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 419], Speed: 190.720 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 429], Speed: 208.400 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 439], Speed: 191.693 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 449], Speed: 227.082 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 459], Speed: 206.839 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 469], Speed: 207.468 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 479], Speed: 215.848 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 489], Speed: 212.178 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 499], Speed: 223.153 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 509], Speed: 208.624 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 519], Speed: 204.176 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.963 [Epoch 58][Batch 529], Speed: 203.579 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 539], Speed: 223.445 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 549], Speed: 206.876 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 559], Speed: 223.323 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 569], Speed: 216.537 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 579], Speed: 223.129 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 589], Speed: 212.064 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 599], Speed: 210.016 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 609], Speed: 205.404 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 619], Speed: 225.722 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 629], Speed: 215.587 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 639], Speed: 205.899 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 649], Speed: 214.804 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 659], Speed: 210.886 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 669], Speed: 224.886 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 679], Speed: 196.407 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.962 [Epoch 58][Batch 689], Speed: 215.194 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 699], Speed: 207.148 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 709], Speed: 195.815 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 719], Speed: 197.773 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 729], Speed: 200.997 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 739], Speed: 219.965 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 749], Speed: 188.070 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 759], Speed: 214.278 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 769], Speed: 213.574 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 779], Speed: 192.010 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 789], Speed: 223.433 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 799], Speed: 230.341 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 809], Speed: 223.653 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 819], Speed: 210.383 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 829], Speed: 208.449 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 839], Speed: 215.330 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 849], Speed: 231.418 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.961 [Epoch 58][Batch 859], Speed: 225.428 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 869], Speed: 211.301 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 879], Speed: 218.113 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 889], Speed: 224.023 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 899], Speed: 189.013 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 909], Speed: 208.644 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 919], Speed: 224.007 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 929], Speed: 224.131 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 939], Speed: 214.497 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 949], Speed: 212.303 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 959], Speed: 223.886 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 969], Speed: 235.135 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 979], Speed: 232.608 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 989], Speed: 210.974 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 999], Speed: 208.245 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 1009], Speed: 222.633 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.960 [Epoch 58][Batch 1019], Speed: 199.531 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1029], Speed: 201.717 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1039], Speed: 228.805 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1049], Speed: 195.565 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1059], Speed: 198.846 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1069], Speed: 199.350 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1079], Speed: 225.393 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1089], Speed: 234.235 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1099], Speed: 224.774 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1109], Speed: 199.855 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1119], Speed: 204.990 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1129], Speed: 225.353 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1139], Speed: 209.190 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1149], Speed: 210.077 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1159], Speed: 225.451 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1169], Speed: 195.878 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1179], Speed: 233.753 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.959 [Epoch 58][Batch 1189], Speed: 192.646 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 58][Batch 1199], Speed: 209.935 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 58][Batch 1209], Speed: 205.071 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 58][Batch 1219], Speed: 193.616 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 58] Training cost: 563.409, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 9], Speed: 185.453 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 19], Speed: 220.787 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 29], Speed: 215.653 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 39], Speed: 198.907 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.958 [Epoch 59][Batch 49], Speed: 207.587 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 59], Speed: 204.605 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 69], Speed: 214.160 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 79], Speed: 221.540 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 89], Speed: 217.378 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 99], Speed: 236.359 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 109], Speed: 211.232 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 119], Speed: 218.768 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.958 [Epoch 59][Batch 129], Speed: 220.198 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 139], Speed: 209.785 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 149], Speed: 233.633 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 159], Speed: 213.460 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 169], Speed: 229.233 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 179], Speed: 231.358 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 189], Speed: 210.053 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 199], Speed: 228.496 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 209], Speed: 222.011 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 219], Speed: 214.297 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 229], Speed: 226.656 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 239], Speed: 211.715 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 249], Speed: 200.636 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 259], Speed: 199.215 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 269], Speed: 227.698 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 279], Speed: 200.434 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 289], Speed: 227.876 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.957 [Epoch 59][Batch 299], Speed: 188.289 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 309], Speed: 231.814 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 319], Speed: 222.019 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 329], Speed: 237.324 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 339], Speed: 216.991 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 349], Speed: 212.682 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 359], Speed: 217.044 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 369], Speed: 230.383 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 379], Speed: 203.205 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 389], Speed: 236.579 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 399], Speed: 215.754 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 409], Speed: 225.790 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 419], Speed: 227.818 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 429], Speed: 231.497 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 439], Speed: 229.530 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 449], Speed: 230.754 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.956 [Epoch 59][Batch 459], Speed: 210.521 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 469], Speed: 223.833 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 479], Speed: 208.351 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 489], Speed: 220.185 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 499], Speed: 229.703 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 509], Speed: 233.435 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 519], Speed: 216.416 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 529], Speed: 195.506 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 539], Speed: 208.976 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 549], Speed: 230.032 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 559], Speed: 207.306 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 569], Speed: 229.390 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 579], Speed: 205.020 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 589], Speed: 187.595 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 599], Speed: 191.098 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 609], Speed: 196.004 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 619], Speed: 225.158 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.955 [Epoch 59][Batch 629], Speed: 231.754 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 639], Speed: 215.662 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 649], Speed: 206.226 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 659], Speed: 215.608 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 669], Speed: 227.058 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 679], Speed: 229.714 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 689], Speed: 200.544 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 699], Speed: 222.280 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 709], Speed: 198.181 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 719], Speed: 223.125 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 729], Speed: 227.363 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 739], Speed: 216.078 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 749], Speed: 203.633 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 759], Speed: 218.408 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 769], Speed: 182.682 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 779], Speed: 200.302 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 789], Speed: 230.456 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.954 [Epoch 59][Batch 799], Speed: 204.783 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 809], Speed: 220.364 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 819], Speed: 194.105 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 829], Speed: 207.320 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 839], Speed: 216.898 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 849], Speed: 205.714 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 859], Speed: 211.234 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 869], Speed: 205.756 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 879], Speed: 218.200 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 889], Speed: 200.891 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 899], Speed: 201.524 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 909], Speed: 234.307 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 919], Speed: 229.783 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 929], Speed: 212.856 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 939], Speed: 212.748 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 949], Speed: 217.159 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 959], Speed: 210.991 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.953 [Epoch 59][Batch 969], Speed: 219.681 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 979], Speed: 216.135 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 989], Speed: 217.652 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 999], Speed: 209.251 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1009], Speed: 211.813 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1019], Speed: 223.501 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1029], Speed: 233.671 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1039], Speed: 219.690 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1049], Speed: 218.130 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1059], Speed: 221.428 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1069], Speed: 208.948 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1079], Speed: 228.584 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1089], Speed: 226.498 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1099], Speed: 214.122 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1109], Speed: 207.170 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1119], Speed: 207.046 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1129], Speed: 208.187 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.952 [Epoch 59][Batch 1139], Speed: 231.429 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 59][Batch 1149], Speed: 202.068 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 59][Batch 1159], Speed: 220.331 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 59][Batch 1169], Speed: 219.969 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 59][Batch 1179], Speed: 231.185 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 59][Batch 1189], Speed: 219.455 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 59][Batch 1199], Speed: 224.753 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 59][Batch 1209], Speed: 207.266 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 59][Batch 1219], Speed: 206.176 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 59] Training cost: 562.843, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 60][Batch 9], Speed: 206.686 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.230, HeatmapFocal=1.951 [Epoch 60][Batch 19], Speed: 223.006 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=1.951 [Epoch 60][Batch 29], Speed: 206.352 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 60][Batch 39], Speed: 212.102 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=1.951 [Epoch 60][Batch 49], Speed: 216.664 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 60][Batch 59], Speed: 206.636 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 60][Batch 69], Speed: 224.637 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 60][Batch 79], Speed: 215.150 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=1.951 [Epoch 60][Batch 89], Speed: 191.122 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 99], Speed: 220.616 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 109], Speed: 214.094 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 119], Speed: 195.379 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 129], Speed: 228.204 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 139], Speed: 201.650 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 149], Speed: 214.395 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 159], Speed: 210.472 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 169], Speed: 199.235 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 179], Speed: 204.050 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 189], Speed: 229.526 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 199], Speed: 201.406 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 209], Speed: 209.038 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 219], Speed: 217.329 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 229], Speed: 208.057 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 239], Speed: 227.582 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 249], Speed: 227.192 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.950 [Epoch 60][Batch 259], Speed: 214.842 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 269], Speed: 229.512 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 279], Speed: 222.333 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 289], Speed: 192.114 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 299], Speed: 226.083 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 309], Speed: 222.668 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 319], Speed: 214.229 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 329], Speed: 224.193 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 339], Speed: 215.998 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 349], Speed: 200.816 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 359], Speed: 188.509 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 369], Speed: 233.549 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 379], Speed: 197.740 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 389], Speed: 221.425 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 399], Speed: 223.656 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 409], Speed: 204.394 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 419], Speed: 191.762 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 60][Batch 429], Speed: 230.083 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 439], Speed: 218.558 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 449], Speed: 224.610 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 459], Speed: 193.853 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 469], Speed: 219.546 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 479], Speed: 226.681 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 489], Speed: 233.674 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 499], Speed: 234.140 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 509], Speed: 188.455 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 519], Speed: 199.729 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 529], Speed: 223.846 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 539], Speed: 207.610 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 549], Speed: 238.951 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 559], Speed: 231.774 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 569], Speed: 200.910 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 579], Speed: 209.504 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 589], Speed: 218.237 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.948 [Epoch 60][Batch 599], Speed: 207.957 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 609], Speed: 207.475 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 619], Speed: 234.458 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 629], Speed: 200.361 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 639], Speed: 207.834 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 649], Speed: 213.224 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 659], Speed: 215.652 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 669], Speed: 217.249 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 679], Speed: 210.697 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 689], Speed: 198.664 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 699], Speed: 201.611 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 709], Speed: 205.652 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 719], Speed: 204.175 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 729], Speed: 205.627 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 739], Speed: 234.457 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 749], Speed: 225.793 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 759], Speed: 218.733 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.947 [Epoch 60][Batch 769], Speed: 218.631 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 779], Speed: 195.038 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 789], Speed: 220.588 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 799], Speed: 227.399 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 809], Speed: 227.061 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 819], Speed: 221.988 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 829], Speed: 220.876 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 839], Speed: 217.155 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 849], Speed: 228.227 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 859], Speed: 231.636 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 869], Speed: 213.241 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 879], Speed: 229.958 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 889], Speed: 216.615 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 899], Speed: 217.115 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 909], Speed: 204.438 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 919], Speed: 211.597 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 929], Speed: 208.846 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 939], Speed: 221.249 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.946 [Epoch 60][Batch 949], Speed: 207.528 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 959], Speed: 223.789 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 969], Speed: 212.122 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 979], Speed: 229.666 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 989], Speed: 219.453 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 999], Speed: 196.330 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1009], Speed: 197.258 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1019], Speed: 207.857 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1029], Speed: 221.413 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1039], Speed: 230.881 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1049], Speed: 215.157 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1059], Speed: 213.303 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1069], Speed: 197.638 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1079], Speed: 215.554 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1089], Speed: 203.925 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1099], Speed: 230.114 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1109], Speed: 219.193 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1119], Speed: 202.137 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.945 [Epoch 60][Batch 1129], Speed: 236.247 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60][Batch 1139], Speed: 184.744 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60][Batch 1149], Speed: 211.530 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60][Batch 1159], Speed: 222.734 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60][Batch 1169], Speed: 183.869 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60][Batch 1179], Speed: 219.211 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60][Batch 1189], Speed: 204.087 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60][Batch 1199], Speed: 208.704 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60][Batch 1209], Speed: 217.268 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60][Batch 1219], Speed: 212.280 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60] Training cost: 561.723, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 60] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.260 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.430 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.269 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.080 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.293 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.409 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.247 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 ] = 0.136 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.404 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.612 person=37.3 bicycle=18.3 car=23.3 motorcycle=27.4 airplane=46.4 bus=49.0 train=44.9 truck=19.0 boat=11.5 traffic light=11.4 fire hydrant=50.3 stop sign=51.7 parking meter=31.3 bench=14.0 bird=21.2 cat=52.5 dog=43.9 horse=44.0 sheep=36.2 cow=36.2 elephant=49.3 bear=59.5 zebra=54.8 giraffe=54.9 backpack=6.8 umbrella=24.5 handbag=4.7 tie=15.2 suitcase=21.2 frisbee=38.4 skis=10.8 snowboard=18.0 sports ball=21.1 kite=22.5 baseball bat=11.7 baseball glove=19.6 skateboard=34.3 surfboard=18.0 tennis racket=30.6 bottle=18.6 wine glass=18.5 cup=23.7 fork=14.9 knife=4.2 spoon=5.3 bowl=26.2 banana=11.9 apple=9.4 sandwich=19.1 orange=24.0 broccoli=13.5 carrot=11.0 hot dog=21.8 pizza=31.4 donut=28.3 cake=23.1 chair=15.5 couch=32.5 potted plant=14.2 bed=27.1 dining table=16.0 toilet=50.0 tv=42.2 laptop=42.5 mouse=38.3 remote=9.9 keyboard=32.9 cell phone=19.1 microwave=43.3 oven=23.4 toaster=3.6 sink=26.0 refrigerator=37.3 book=2.4 clock=37.3 vase=23.3 scissors=15.7 teddy bear=33.2 hair drier=0.0 toothbrush=6.1 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =26.0 [Epoch 61][Batch 9], Speed: 215.465 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 61][Batch 19], Speed: 196.462 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 61][Batch 29], Speed: 218.585 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 61][Batch 39], Speed: 207.218 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 61][Batch 49], Speed: 208.780 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.944 [Epoch 61][Batch 59], Speed: 215.923 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 61][Batch 69], Speed: 219.799 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.944 [Epoch 61][Batch 79], Speed: 222.487 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.943 [Epoch 61][Batch 89], Speed: 235.130 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.943 [Epoch 61][Batch 99], Speed: 222.495 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.943 [Epoch 61][Batch 109], Speed: 234.871 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.943 [Epoch 61][Batch 119], Speed: 219.465 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.943 [Epoch 61][Batch 129], Speed: 217.401 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 61][Batch 139], Speed: 211.507 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 61][Batch 149], Speed: 212.449 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.943 [Epoch 61][Batch 159], Speed: 221.922 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.943 [Epoch 61][Batch 169], Speed: 224.280 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.943 [Epoch 61][Batch 179], Speed: 210.872 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.943 [Epoch 61][Batch 189], Speed: 217.311 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 61][Batch 199], Speed: 225.833 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 61][Batch 209], Speed: 216.084 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 61][Batch 219], Speed: 222.732 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 61][Batch 229], Speed: 219.237 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 61][Batch 239], Speed: 216.983 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.943 [Epoch 61][Batch 249], Speed: 195.362 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 61][Batch 259], Speed: 227.747 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 61][Batch 269], Speed: 210.982 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 61][Batch 279], Speed: 207.198 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 61][Batch 289], Speed: 225.122 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 61][Batch 299], Speed: 201.907 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 61][Batch 309], Speed: 201.420 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 61][Batch 319], Speed: 221.848 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 61][Batch 329], Speed: 213.779 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 61][Batch 339], Speed: 209.953 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 61][Batch 349], Speed: 217.324 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 61][Batch 359], Speed: 205.928 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 61][Batch 369], Speed: 215.213 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 61][Batch 379], Speed: 222.008 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.942 [Epoch 61][Batch 389], Speed: 204.614 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 61][Batch 399], Speed: 221.088 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 61][Batch 409], Speed: 226.432 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.942 [Epoch 61][Batch 419], Speed: 217.661 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 429], Speed: 199.727 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.941 [Epoch 61][Batch 439], Speed: 228.321 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 449], Speed: 227.096 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 459], Speed: 226.185 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 469], Speed: 231.892 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 479], Speed: 210.310 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 489], Speed: 207.951 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 499], Speed: 214.744 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 509], Speed: 207.109 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 519], Speed: 213.070 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 529], Speed: 226.090 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 539], Speed: 214.729 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 549], Speed: 200.775 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 559], Speed: 217.215 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 569], Speed: 221.659 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 579], Speed: 210.917 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 589], Speed: 227.716 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.941 [Epoch 61][Batch 599], Speed: 198.302 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 609], Speed: 207.839 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 619], Speed: 215.211 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 629], Speed: 195.331 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 639], Speed: 221.883 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 649], Speed: 230.846 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 659], Speed: 211.468 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 669], Speed: 225.129 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 679], Speed: 224.985 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 689], Speed: 206.395 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 699], Speed: 225.808 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 709], Speed: 234.055 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 719], Speed: 180.451 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 729], Speed: 222.685 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 739], Speed: 198.133 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 749], Speed: 226.218 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 759], Speed: 192.480 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 769], Speed: 229.549 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.940 [Epoch 61][Batch 779], Speed: 202.488 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 789], Speed: 209.822 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 799], Speed: 206.810 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 809], Speed: 221.169 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 819], Speed: 216.728 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 829], Speed: 214.130 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 839], Speed: 210.052 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 849], Speed: 215.591 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 859], Speed: 211.115 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 869], Speed: 210.893 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 879], Speed: 217.948 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 889], Speed: 226.032 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 899], Speed: 212.435 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 909], Speed: 219.740 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 919], Speed: 215.348 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 929], Speed: 189.320 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 939], Speed: 206.033 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 949], Speed: 231.059 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.939 [Epoch 61][Batch 959], Speed: 213.822 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 969], Speed: 219.541 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 979], Speed: 213.812 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 989], Speed: 222.642 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 999], Speed: 207.850 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1009], Speed: 226.968 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1019], Speed: 203.362 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1029], Speed: 214.063 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1039], Speed: 219.322 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1049], Speed: 223.414 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1059], Speed: 221.373 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1069], Speed: 234.363 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1079], Speed: 216.823 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1089], Speed: 216.739 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1099], Speed: 209.021 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1109], Speed: 205.262 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1119], Speed: 202.286 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1129], Speed: 236.207 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.938 [Epoch 61][Batch 1139], Speed: 238.409 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 61][Batch 1149], Speed: 231.057 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 61][Batch 1159], Speed: 219.726 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 61][Batch 1169], Speed: 210.843 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 61][Batch 1179], Speed: 206.536 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 61][Batch 1189], Speed: 219.078 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 61][Batch 1199], Speed: 218.202 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 61][Batch 1209], Speed: 211.658 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 61][Batch 1219], Speed: 230.951 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 61] Training cost: 561.260, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 62][Batch 9], Speed: 192.728 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 62][Batch 19], Speed: 191.459 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 62][Batch 29], Speed: 205.344 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 62][Batch 39], Speed: 212.457 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.937 [Epoch 62][Batch 49], Speed: 218.955 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 62][Batch 59], Speed: 220.534 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 62][Batch 69], Speed: 210.793 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 62][Batch 79], Speed: 192.944 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.937 [Epoch 62][Batch 89], Speed: 220.616 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 99], Speed: 231.567 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 109], Speed: 222.794 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 119], Speed: 201.860 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 129], Speed: 213.335 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 139], Speed: 199.542 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 149], Speed: 196.825 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 159], Speed: 196.887 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 169], Speed: 193.564 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 179], Speed: 209.155 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 189], Speed: 221.342 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 199], Speed: 219.609 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 209], Speed: 200.664 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 219], Speed: 228.433 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 229], Speed: 227.231 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 239], Speed: 226.566 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 249], Speed: 225.709 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 259], Speed: 226.837 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.936 [Epoch 62][Batch 269], Speed: 200.906 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 279], Speed: 224.216 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 289], Speed: 210.128 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 299], Speed: 214.965 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 309], Speed: 225.923 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 319], Speed: 218.598 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 329], Speed: 215.696 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 339], Speed: 208.263 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 349], Speed: 215.781 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 359], Speed: 225.553 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 369], Speed: 182.225 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 379], Speed: 232.243 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 389], Speed: 199.819 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 399], Speed: 189.416 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 409], Speed: 222.964 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 419], Speed: 210.234 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 429], Speed: 224.047 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 439], Speed: 221.904 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.935 [Epoch 62][Batch 449], Speed: 208.555 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 459], Speed: 211.248 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 469], Speed: 236.525 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 479], Speed: 221.501 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 489], Speed: 224.223 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 499], Speed: 217.697 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 509], Speed: 220.556 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 519], Speed: 229.830 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 529], Speed: 231.077 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 539], Speed: 203.374 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 549], Speed: 223.598 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 559], Speed: 195.943 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 569], Speed: 221.601 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 579], Speed: 229.847 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 589], Speed: 209.104 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 599], Speed: 212.250 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 609], Speed: 223.322 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 619], Speed: 213.704 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.934 [Epoch 62][Batch 629], Speed: 226.486 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 639], Speed: 232.574 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 649], Speed: 220.596 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 659], Speed: 206.254 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 669], Speed: 226.777 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 679], Speed: 205.913 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 689], Speed: 205.749 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 699], Speed: 218.034 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 709], Speed: 229.796 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 719], Speed: 218.165 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 729], Speed: 211.809 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 739], Speed: 196.571 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 749], Speed: 177.507 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 759], Speed: 225.804 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 769], Speed: 210.336 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 779], Speed: 210.303 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 789], Speed: 211.002 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 799], Speed: 220.170 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 809], Speed: 207.362 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.933 [Epoch 62][Batch 819], Speed: 232.216 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 829], Speed: 227.621 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 839], Speed: 228.871 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 849], Speed: 215.239 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 859], Speed: 205.570 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 869], Speed: 210.971 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 879], Speed: 215.693 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 889], Speed: 219.122 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 899], Speed: 227.013 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 909], Speed: 203.810 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 919], Speed: 215.223 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 929], Speed: 205.283 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 939], Speed: 227.788 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 949], Speed: 222.388 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 959], Speed: 173.294 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 969], Speed: 208.741 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 979], Speed: 210.061 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 989], Speed: 225.449 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.932 [Epoch 62][Batch 999], Speed: 228.945 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1009], Speed: 221.306 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1019], Speed: 202.248 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1029], Speed: 208.727 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1039], Speed: 211.951 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1049], Speed: 188.415 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1059], Speed: 216.693 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1069], Speed: 208.802 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1079], Speed: 219.445 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1089], Speed: 212.864 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1099], Speed: 225.318 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1109], Speed: 210.817 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1119], Speed: 241.675 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1129], Speed: 237.350 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1139], Speed: 235.610 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1149], Speed: 206.252 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1159], Speed: 224.832 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1169], Speed: 221.821 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.931 [Epoch 62][Batch 1179], Speed: 233.536 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 62][Batch 1189], Speed: 233.452 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 62][Batch 1199], Speed: 225.003 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 62][Batch 1209], Speed: 218.248 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 62][Batch 1219], Speed: 248.244 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 62] Training cost: 562.434, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 63][Batch 9], Speed: 206.285 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 63][Batch 19], Speed: 206.541 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 63][Batch 29], Speed: 212.334 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.930 [Epoch 63][Batch 39], Speed: 214.327 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 63][Batch 49], Speed: 194.342 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 63][Batch 59], Speed: 208.538 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 63][Batch 69], Speed: 199.767 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 63][Batch 79], Speed: 219.311 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.229, HeatmapFocal=1.930 [Epoch 63][Batch 89], Speed: 212.237 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.229, HeatmapFocal=1.930 [Epoch 63][Batch 99], Speed: 220.598 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 63][Batch 109], Speed: 216.531 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 63][Batch 119], Speed: 183.657 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 63][Batch 129], Speed: 226.928 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.930 [Epoch 63][Batch 139], Speed: 207.121 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 149], Speed: 232.734 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 159], Speed: 217.797 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 169], Speed: 211.469 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 179], Speed: 223.015 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 189], Speed: 226.803 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 199], Speed: 222.698 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 209], Speed: 219.678 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 219], Speed: 181.941 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 229], Speed: 207.479 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 239], Speed: 228.821 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 249], Speed: 219.025 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 259], Speed: 206.862 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 269], Speed: 225.398 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 279], Speed: 215.197 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 289], Speed: 198.540 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 299], Speed: 200.655 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 309], Speed: 234.066 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.929 [Epoch 63][Batch 319], Speed: 223.646 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 329], Speed: 207.772 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 339], Speed: 232.536 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 349], Speed: 212.127 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 359], Speed: 228.907 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 369], Speed: 220.424 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 379], Speed: 195.336 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 389], Speed: 197.045 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 399], Speed: 218.391 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 409], Speed: 216.917 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 419], Speed: 208.604 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 429], Speed: 232.749 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 439], Speed: 218.052 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 449], Speed: 220.972 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 459], Speed: 190.796 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 469], Speed: 192.538 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 479], Speed: 206.892 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 489], Speed: 202.554 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 499], Speed: 225.339 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.928 [Epoch 63][Batch 509], Speed: 213.317 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 519], Speed: 214.772 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 529], Speed: 191.850 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 539], Speed: 208.027 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 549], Speed: 218.703 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 559], Speed: 223.273 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 569], Speed: 221.160 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 579], Speed: 221.813 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 589], Speed: 201.254 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 599], Speed: 198.950 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 609], Speed: 206.383 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 619], Speed: 208.078 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 629], Speed: 217.200 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 639], Speed: 216.652 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 649], Speed: 227.882 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 659], Speed: 204.546 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 669], Speed: 223.847 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 679], Speed: 214.291 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 689], Speed: 214.839 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.927 [Epoch 63][Batch 699], Speed: 209.453 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 709], Speed: 206.283 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 719], Speed: 212.553 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 729], Speed: 223.898 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 739], Speed: 215.224 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 749], Speed: 189.787 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 759], Speed: 226.491 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 769], Speed: 214.279 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 779], Speed: 213.524 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 789], Speed: 216.472 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 799], Speed: 205.883 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 809], Speed: 207.040 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 819], Speed: 216.298 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 829], Speed: 213.149 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 839], Speed: 213.452 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 849], Speed: 218.095 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 859], Speed: 214.724 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 869], Speed: 207.643 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.926 [Epoch 63][Batch 879], Speed: 210.539 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 889], Speed: 208.258 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 899], Speed: 201.020 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 909], Speed: 212.762 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 919], Speed: 216.049 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 929], Speed: 224.239 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 939], Speed: 211.333 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 949], Speed: 222.323 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 959], Speed: 200.561 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 969], Speed: 217.987 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 979], Speed: 220.401 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 989], Speed: 206.101 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 999], Speed: 218.048 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 1009], Speed: 195.275 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 1019], Speed: 207.515 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 1029], Speed: 224.548 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 1039], Speed: 198.433 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 1049], Speed: 183.644 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 1059], Speed: 215.531 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.925 [Epoch 63][Batch 1069], Speed: 208.190 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1079], Speed: 213.042 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1089], Speed: 217.833 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1099], Speed: 216.687 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1109], Speed: 211.387 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1119], Speed: 243.679 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1129], Speed: 224.379 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1139], Speed: 221.325 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1149], Speed: 231.777 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1159], Speed: 209.886 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1169], Speed: 225.838 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1179], Speed: 227.557 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1189], Speed: 220.470 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1199], Speed: 220.011 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1209], Speed: 221.510 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63][Batch 1219], Speed: 209.151 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 63] Training cost: 562.803, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.924 [Epoch 64][Batch 9], Speed: 220.383 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 64][Batch 19], Speed: 191.075 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.924 [Epoch 64][Batch 29], Speed: 193.970 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=1.924 [Epoch 64][Batch 39], Speed: 202.350 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 64][Batch 49], Speed: 218.148 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 64][Batch 59], Speed: 197.666 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 64][Batch 69], Speed: 217.122 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 79], Speed: 214.625 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 64][Batch 89], Speed: 205.571 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.923 [Epoch 64][Batch 99], Speed: 225.890 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 109], Speed: 240.043 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 119], Speed: 223.534 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 129], Speed: 229.856 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 139], Speed: 223.620 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 149], Speed: 220.371 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 159], Speed: 207.456 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 169], Speed: 215.844 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 179], Speed: 229.198 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 189], Speed: 221.141 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 199], Speed: 218.348 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 209], Speed: 203.191 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.923 [Epoch 64][Batch 219], Speed: 231.822 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 229], Speed: 225.688 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 239], Speed: 206.998 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 249], Speed: 231.744 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 259], Speed: 207.904 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 269], Speed: 221.876 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 279], Speed: 210.491 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 289], Speed: 215.693 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 299], Speed: 230.713 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 309], Speed: 228.558 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 319], Speed: 228.141 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 329], Speed: 218.972 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 339], Speed: 225.293 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 349], Speed: 225.554 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 359], Speed: 216.801 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 369], Speed: 225.500 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 379], Speed: 209.321 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 389], Speed: 192.210 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 399], Speed: 228.328 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.922 [Epoch 64][Batch 409], Speed: 219.158 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 419], Speed: 225.874 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 429], Speed: 221.685 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 439], Speed: 214.469 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 449], Speed: 220.732 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 459], Speed: 225.554 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 469], Speed: 231.194 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 479], Speed: 214.981 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 489], Speed: 220.729 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 499], Speed: 219.144 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 509], Speed: 204.252 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 519], Speed: 219.212 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 529], Speed: 232.273 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 539], Speed: 228.185 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 549], Speed: 220.423 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 559], Speed: 209.547 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 569], Speed: 219.501 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 579], Speed: 227.818 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 64][Batch 589], Speed: 239.030 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 599], Speed: 201.774 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 609], Speed: 217.136 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 619], Speed: 215.388 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 629], Speed: 217.368 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 639], Speed: 186.009 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 649], Speed: 228.272 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 659], Speed: 229.565 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 669], Speed: 227.183 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 679], Speed: 214.063 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 689], Speed: 219.811 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 699], Speed: 212.308 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 709], Speed: 219.313 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 719], Speed: 193.841 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 729], Speed: 221.316 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 739], Speed: 218.834 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 749], Speed: 205.809 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 759], Speed: 210.562 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 769], Speed: 229.238 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 779], Speed: 204.402 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.920 [Epoch 64][Batch 789], Speed: 231.680 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 799], Speed: 212.922 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 809], Speed: 182.860 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 819], Speed: 220.269 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 829], Speed: 234.758 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 839], Speed: 197.771 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 849], Speed: 217.971 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 859], Speed: 222.690 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 869], Speed: 193.295 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 879], Speed: 222.908 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 889], Speed: 199.687 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 899], Speed: 219.769 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 909], Speed: 199.433 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 919], Speed: 220.335 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 929], Speed: 212.747 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 939], Speed: 223.183 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 949], Speed: 210.873 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 959], Speed: 201.258 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 969], Speed: 217.933 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.919 [Epoch 64][Batch 979], Speed: 215.035 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 989], Speed: 214.232 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 999], Speed: 202.896 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1009], Speed: 213.878 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1019], Speed: 199.051 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1029], Speed: 206.444 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1039], Speed: 216.984 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1049], Speed: 202.287 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1059], Speed: 218.859 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1069], Speed: 222.118 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1079], Speed: 212.422 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1089], Speed: 219.538 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1099], Speed: 231.547 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1109], Speed: 211.313 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1119], Speed: 220.366 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1129], Speed: 221.615 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1139], Speed: 218.714 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1149], Speed: 221.604 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1159], Speed: 225.600 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.918 [Epoch 64][Batch 1169], Speed: 211.650 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 64][Batch 1179], Speed: 228.031 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 64][Batch 1189], Speed: 237.015 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 64][Batch 1199], Speed: 223.035 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 64][Batch 1209], Speed: 209.534 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 64][Batch 1219], Speed: 206.552 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 64] Training cost: 560.379, WHL1=0.278, CenterRegL1=0.228, HeatmapFocal=1.917 [Epoch 65][Batch 9], Speed: 184.407 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 65][Batch 19], Speed: 218.817 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 65][Batch 29], Speed: 218.375 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 65][Batch 39], Speed: 232.803 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 65][Batch 49], Speed: 213.632 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 65][Batch 59], Speed: 183.669 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 65][Batch 69], Speed: 229.375 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 65][Batch 79], Speed: 236.503 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 65][Batch 89], Speed: 224.738 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 65][Batch 99], Speed: 228.115 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 65][Batch 109], Speed: 232.200 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 65][Batch 119], Speed: 190.937 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 65][Batch 129], Speed: 221.877 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.917 [Epoch 65][Batch 139], Speed: 213.339 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 149], Speed: 214.257 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 159], Speed: 204.572 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 169], Speed: 190.873 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 179], Speed: 195.716 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 189], Speed: 204.293 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 199], Speed: 220.712 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 209], Speed: 216.619 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 219], Speed: 201.925 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 229], Speed: 220.993 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 239], Speed: 200.787 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 249], Speed: 223.237 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 259], Speed: 218.208 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 269], Speed: 224.203 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 65][Batch 279], Speed: 217.831 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 289], Speed: 207.998 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 299], Speed: 205.467 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 309], Speed: 232.048 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.916 [Epoch 65][Batch 319], Speed: 210.274 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.916 [Epoch 65][Batch 329], Speed: 194.622 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 339], Speed: 219.166 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 349], Speed: 202.570 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 359], Speed: 188.114 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 369], Speed: 207.493 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 379], Speed: 217.910 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 389], Speed: 217.704 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 399], Speed: 214.585 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 409], Speed: 219.614 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 419], Speed: 205.219 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 429], Speed: 183.131 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 439], Speed: 208.021 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 449], Speed: 224.906 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 459], Speed: 215.499 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 469], Speed: 212.873 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 479], Speed: 225.131 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 489], Speed: 213.319 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 499], Speed: 214.357 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 509], Speed: 209.924 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.915 [Epoch 65][Batch 519], Speed: 221.569 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 529], Speed: 217.116 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 539], Speed: 213.808 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 549], Speed: 205.263 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 559], Speed: 217.143 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 569], Speed: 217.600 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 579], Speed: 203.663 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 589], Speed: 222.819 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 599], Speed: 222.870 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 609], Speed: 210.500 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 619], Speed: 198.786 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 629], Speed: 199.490 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 639], Speed: 221.998 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 649], Speed: 230.075 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 659], Speed: 221.825 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 669], Speed: 215.361 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 679], Speed: 207.539 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 689], Speed: 206.518 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 699], Speed: 207.391 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 709], Speed: 214.105 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.914 [Epoch 65][Batch 719], Speed: 198.830 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 729], Speed: 221.335 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 739], Speed: 195.971 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 749], Speed: 210.865 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 759], Speed: 219.969 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 769], Speed: 213.384 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 779], Speed: 213.806 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 789], Speed: 212.671 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 799], Speed: 207.879 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 809], Speed: 220.166 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 819], Speed: 199.268 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 829], Speed: 222.865 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 839], Speed: 216.564 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 849], Speed: 214.532 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 859], Speed: 218.542 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 869], Speed: 217.439 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 879], Speed: 224.670 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 889], Speed: 219.172 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 899], Speed: 183.386 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.913 [Epoch 65][Batch 909], Speed: 215.048 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 919], Speed: 221.080 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 929], Speed: 206.889 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 939], Speed: 213.308 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 949], Speed: 227.422 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 959], Speed: 223.335 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 969], Speed: 221.600 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 979], Speed: 201.297 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 989], Speed: 225.557 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 999], Speed: 204.260 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1009], Speed: 208.140 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1019], Speed: 205.938 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1029], Speed: 223.367 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1039], Speed: 216.818 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1049], Speed: 205.592 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1059], Speed: 226.812 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1069], Speed: 206.025 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1079], Speed: 213.290 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1089], Speed: 205.307 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1099], Speed: 215.402 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.912 [Epoch 65][Batch 1109], Speed: 234.610 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1119], Speed: 206.916 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1129], Speed: 209.302 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1139], Speed: 203.126 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1149], Speed: 212.129 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1159], Speed: 217.696 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1169], Speed: 207.803 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1179], Speed: 195.655 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1189], Speed: 218.180 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1199], Speed: 216.256 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1209], Speed: 216.349 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65][Batch 1219], Speed: 210.339 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 65] Training cost: 565.742, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.911 [Epoch 66][Batch 9], Speed: 210.126 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.231, HeatmapFocal=1.911 [Epoch 66][Batch 19], Speed: 210.926 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 66][Batch 29], Speed: 211.297 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.229, HeatmapFocal=1.911 [Epoch 66][Batch 39], Speed: 207.844 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.229, HeatmapFocal=1.911 [Epoch 66][Batch 49], Speed: 223.255 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.229, HeatmapFocal=1.911 [Epoch 66][Batch 59], Speed: 221.455 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 66][Batch 69], Speed: 226.638 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.911 [Epoch 66][Batch 79], Speed: 226.334 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 66][Batch 89], Speed: 209.146 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 66][Batch 99], Speed: 230.078 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 66][Batch 109], Speed: 215.659 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 66][Batch 119], Speed: 220.477 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 66][Batch 129], Speed: 218.134 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 66][Batch 139], Speed: 228.751 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.910 [Epoch 66][Batch 149], Speed: 222.273 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 159], Speed: 214.345 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 169], Speed: 192.195 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 179], Speed: 208.302 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 189], Speed: 225.830 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 199], Speed: 222.035 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 209], Speed: 230.732 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 219], Speed: 227.228 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 229], Speed: 204.105 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 239], Speed: 210.853 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 249], Speed: 212.205 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 259], Speed: 223.155 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 269], Speed: 218.269 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.910 [Epoch 66][Batch 279], Speed: 220.899 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 66][Batch 289], Speed: 222.908 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 66][Batch 299], Speed: 206.837 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 66][Batch 309], Speed: 196.411 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 66][Batch 319], Speed: 222.792 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 66][Batch 329], Speed: 226.679 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 66][Batch 339], Speed: 200.611 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 66][Batch 349], Speed: 199.326 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 66][Batch 359], Speed: 227.287 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 66][Batch 369], Speed: 229.444 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 66][Batch 379], Speed: 221.314 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 66][Batch 389], Speed: 224.255 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 66][Batch 399], Speed: 189.181 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 66][Batch 409], Speed: 220.187 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 66][Batch 419], Speed: 211.293 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 66][Batch 429], Speed: 224.351 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 66][Batch 439], Speed: 209.462 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 66][Batch 449], Speed: 217.593 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.909 [Epoch 66][Batch 459], Speed: 213.963 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.909 [Epoch 66][Batch 469], Speed: 222.873 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 479], Speed: 215.067 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 489], Speed: 208.806 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 499], Speed: 218.273 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 66][Batch 509], Speed: 221.573 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 66][Batch 519], Speed: 215.633 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 66][Batch 529], Speed: 209.255 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 66][Batch 539], Speed: 198.250 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 66][Batch 549], Speed: 226.199 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 66][Batch 559], Speed: 220.764 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 569], Speed: 209.767 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 579], Speed: 218.302 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 589], Speed: 219.644 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 599], Speed: 225.345 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 609], Speed: 219.584 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 619], Speed: 209.533 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 629], Speed: 190.392 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 639], Speed: 221.941 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 649], Speed: 219.002 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.908 [Epoch 66][Batch 659], Speed: 206.131 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.908 [Epoch 66][Batch 669], Speed: 210.916 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 66][Batch 679], Speed: 217.691 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 689], Speed: 225.078 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 699], Speed: 207.384 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 709], Speed: 219.556 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 719], Speed: 198.203 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 729], Speed: 219.316 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 739], Speed: 213.557 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 749], Speed: 220.134 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 66][Batch 759], Speed: 222.936 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.907 [Epoch 66][Batch 769], Speed: 211.819 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 779], Speed: 197.432 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 789], Speed: 227.640 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 799], Speed: 215.266 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 809], Speed: 221.639 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 819], Speed: 222.887 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 829], Speed: 213.296 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 839], Speed: 219.835 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 849], Speed: 214.507 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 859], Speed: 195.841 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.907 [Epoch 66][Batch 869], Speed: 222.993 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 879], Speed: 217.858 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 889], Speed: 211.456 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 899], Speed: 190.641 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 909], Speed: 228.532 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 919], Speed: 231.130 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 929], Speed: 215.008 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 939], Speed: 215.874 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 949], Speed: 223.945 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 959], Speed: 194.184 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 969], Speed: 220.135 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 979], Speed: 227.138 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 989], Speed: 216.295 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 999], Speed: 220.057 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 1009], Speed: 192.268 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 1019], Speed: 212.397 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.906 [Epoch 66][Batch 1029], Speed: 223.074 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 66][Batch 1039], Speed: 223.607 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 66][Batch 1049], Speed: 196.860 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 66][Batch 1059], Speed: 213.754 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 66][Batch 1069], Speed: 220.841 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.906 [Epoch 66][Batch 1079], Speed: 208.590 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 66][Batch 1089], Speed: 227.308 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 66][Batch 1099], Speed: 206.942 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 66][Batch 1109], Speed: 216.126 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 66][Batch 1119], Speed: 203.144 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 66][Batch 1129], Speed: 219.772 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 66][Batch 1139], Speed: 199.084 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 66][Batch 1149], Speed: 237.835 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 66][Batch 1159], Speed: 201.962 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 66][Batch 1169], Speed: 219.010 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 66][Batch 1179], Speed: 216.093 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 66][Batch 1189], Speed: 191.687 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 66][Batch 1199], Speed: 237.755 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 66][Batch 1209], Speed: 217.080 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 66][Batch 1219], Speed: 228.307 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 66] Training cost: 562.834, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 67][Batch 9], Speed: 221.203 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 67][Batch 19], Speed: 214.003 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.228, HeatmapFocal=1.905 [Epoch 67][Batch 29], Speed: 216.753 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 67][Batch 39], Speed: 209.268 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 67][Batch 49], Speed: 209.222 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.905 [Epoch 67][Batch 59], Speed: 209.614 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 67][Batch 69], Speed: 212.048 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 67][Batch 79], Speed: 213.776 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 67][Batch 89], Speed: 224.412 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 67][Batch 99], Speed: 219.998 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 67][Batch 109], Speed: 193.049 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 67][Batch 119], Speed: 225.587 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 129], Speed: 213.217 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 139], Speed: 223.902 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 149], Speed: 213.904 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 159], Speed: 222.164 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 169], Speed: 215.413 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 179], Speed: 215.456 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 189], Speed: 223.667 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 199], Speed: 221.601 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 209], Speed: 204.105 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 219], Speed: 216.311 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 229], Speed: 209.163 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 239], Speed: 237.621 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 249], Speed: 230.492 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 67][Batch 259], Speed: 194.505 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 269], Speed: 224.473 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 279], Speed: 211.106 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 289], Speed: 210.988 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 299], Speed: 211.502 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 309], Speed: 230.113 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 319], Speed: 227.234 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 329], Speed: 219.230 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 339], Speed: 224.928 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 349], Speed: 213.112 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 359], Speed: 235.610 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 369], Speed: 210.236 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 379], Speed: 208.635 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 389], Speed: 200.716 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 399], Speed: 201.669 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 409], Speed: 199.453 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 419], Speed: 218.178 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 429], Speed: 227.769 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 439], Speed: 192.743 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 449], Speed: 216.409 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.903 [Epoch 67][Batch 459], Speed: 202.390 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 469], Speed: 220.390 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 479], Speed: 211.274 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 489], Speed: 216.866 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 499], Speed: 202.351 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 509], Speed: 207.903 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 519], Speed: 222.687 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 529], Speed: 203.325 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 539], Speed: 228.838 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 549], Speed: 222.822 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 559], Speed: 228.154 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 569], Speed: 214.038 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 579], Speed: 228.116 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 589], Speed: 214.009 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 599], Speed: 238.162 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 609], Speed: 215.557 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 619], Speed: 207.730 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 629], Speed: 216.393 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 639], Speed: 224.283 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 649], Speed: 206.094 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 659], Speed: 243.046 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.902 [Epoch 67][Batch 669], Speed: 217.902 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 679], Speed: 190.955 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 689], Speed: 212.086 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 699], Speed: 224.067 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 709], Speed: 194.357 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 719], Speed: 220.439 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 729], Speed: 218.737 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 739], Speed: 206.926 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 749], Speed: 207.882 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 759], Speed: 218.284 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 769], Speed: 210.527 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 779], Speed: 225.477 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 789], Speed: 196.050 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 799], Speed: 214.694 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 809], Speed: 216.618 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 819], Speed: 205.740 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 829], Speed: 209.167 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 839], Speed: 233.002 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 849], Speed: 211.724 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 859], Speed: 230.608 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.901 [Epoch 67][Batch 869], Speed: 211.303 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 879], Speed: 221.626 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 889], Speed: 199.099 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 899], Speed: 210.954 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 909], Speed: 207.536 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 919], Speed: 227.555 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 929], Speed: 208.834 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 939], Speed: 219.989 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 949], Speed: 221.456 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 959], Speed: 196.877 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 969], Speed: 211.236 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 979], Speed: 214.028 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 989], Speed: 205.529 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 999], Speed: 222.975 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 1009], Speed: 206.238 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 1019], Speed: 227.200 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 1029], Speed: 199.780 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 1039], Speed: 219.185 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 1049], Speed: 217.626 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 1059], Speed: 200.671 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 1069], Speed: 209.235 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.900 [Epoch 67][Batch 1079], Speed: 223.208 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1089], Speed: 210.362 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1099], Speed: 206.653 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1109], Speed: 223.629 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1119], Speed: 217.567 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1129], Speed: 211.724 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1139], Speed: 237.673 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1149], Speed: 217.460 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1159], Speed: 200.327 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1169], Speed: 230.085 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1179], Speed: 212.233 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1189], Speed: 219.060 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1199], Speed: 208.155 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1209], Speed: 208.989 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67][Batch 1219], Speed: 214.917 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 67] Training cost: 571.357, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.899 [Epoch 68][Batch 9], Speed: 203.939 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 68][Batch 19], Speed: 232.040 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 68][Batch 29], Speed: 195.246 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 68][Batch 39], Speed: 211.854 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 68][Batch 49], Speed: 184.022 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 68][Batch 59], Speed: 217.681 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.899 [Epoch 68][Batch 69], Speed: 197.769 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 79], Speed: 222.484 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 89], Speed: 213.459 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 99], Speed: 207.428 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 109], Speed: 203.306 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 119], Speed: 218.049 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 129], Speed: 210.921 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 139], Speed: 215.745 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 149], Speed: 198.436 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 159], Speed: 214.579 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 169], Speed: 222.951 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.898 [Epoch 68][Batch 179], Speed: 211.271 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 68][Batch 189], Speed: 221.436 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 68][Batch 199], Speed: 217.528 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 68][Batch 209], Speed: 226.777 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 68][Batch 219], Speed: 217.622 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 68][Batch 229], Speed: 209.999 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 68][Batch 239], Speed: 220.725 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 68][Batch 249], Speed: 197.572 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 68][Batch 259], Speed: 224.176 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.898 [Epoch 68][Batch 269], Speed: 183.478 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 279], Speed: 192.227 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 289], Speed: 198.915 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 299], Speed: 218.751 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 309], Speed: 203.775 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 319], Speed: 199.552 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 329], Speed: 222.370 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 339], Speed: 216.540 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 349], Speed: 203.319 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 359], Speed: 214.699 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 369], Speed: 215.543 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 379], Speed: 212.247 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 389], Speed: 221.922 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 399], Speed: 225.680 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 409], Speed: 222.915 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 419], Speed: 220.172 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 429], Speed: 216.058 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 439], Speed: 200.725 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 449], Speed: 214.624 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 459], Speed: 222.162 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.897 [Epoch 68][Batch 469], Speed: 212.864 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 479], Speed: 201.035 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 489], Speed: 213.725 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 499], Speed: 226.299 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 509], Speed: 195.486 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 519], Speed: 210.908 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 529], Speed: 205.256 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 539], Speed: 214.595 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 549], Speed: 218.678 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 559], Speed: 232.444 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 569], Speed: 227.715 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 579], Speed: 221.369 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 589], Speed: 213.215 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 599], Speed: 218.343 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 609], Speed: 215.750 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 619], Speed: 225.358 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 629], Speed: 221.841 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 639], Speed: 223.300 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 649], Speed: 200.208 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 659], Speed: 218.803 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 669], Speed: 222.844 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.896 [Epoch 68][Batch 679], Speed: 213.598 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 689], Speed: 221.780 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 699], Speed: 228.300 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 709], Speed: 217.705 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 719], Speed: 222.355 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 729], Speed: 234.521 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 739], Speed: 218.356 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 749], Speed: 220.254 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 759], Speed: 220.244 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 769], Speed: 220.613 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 779], Speed: 218.960 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 789], Speed: 230.002 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 799], Speed: 233.604 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 809], Speed: 222.214 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 819], Speed: 225.274 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 829], Speed: 217.366 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 839], Speed: 228.953 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 849], Speed: 235.154 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 859], Speed: 205.286 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 869], Speed: 219.133 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 879], Speed: 224.832 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.895 [Epoch 68][Batch 889], Speed: 198.361 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 899], Speed: 212.969 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 909], Speed: 229.530 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 919], Speed: 212.398 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 929], Speed: 202.570 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 939], Speed: 221.956 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 949], Speed: 220.887 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 959], Speed: 216.015 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 969], Speed: 230.796 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 979], Speed: 204.575 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 989], Speed: 211.132 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 999], Speed: 222.388 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 1009], Speed: 216.752 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 1019], Speed: 216.664 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 1029], Speed: 222.826 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 1039], Speed: 213.927 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 1049], Speed: 188.743 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 1059], Speed: 216.693 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 1069], Speed: 219.142 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 1079], Speed: 190.122 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 1089], Speed: 222.242 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.894 [Epoch 68][Batch 1099], Speed: 217.691 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1109], Speed: 221.221 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1119], Speed: 221.131 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1129], Speed: 222.847 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1139], Speed: 238.503 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1149], Speed: 205.434 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1159], Speed: 245.024 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1169], Speed: 192.060 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1179], Speed: 216.438 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1189], Speed: 246.351 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1199], Speed: 219.280 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1209], Speed: 200.293 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68][Batch 1219], Speed: 203.562 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 68] Training cost: 561.866, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 69][Batch 9], Speed: 213.292 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.229, HeatmapFocal=1.893 [Epoch 69][Batch 19], Speed: 209.252 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 69][Batch 29], Speed: 210.961 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.893 [Epoch 69][Batch 39], Speed: 220.518 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.893 [Epoch 69][Batch 49], Speed: 200.394 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 69][Batch 59], Speed: 224.312 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 69][Batch 69], Speed: 232.152 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 69][Batch 79], Speed: 210.822 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.893 [Epoch 69][Batch 89], Speed: 197.345 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 99], Speed: 227.560 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 109], Speed: 208.831 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 119], Speed: 204.081 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 129], Speed: 213.115 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 139], Speed: 216.123 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.892 [Epoch 69][Batch 149], Speed: 206.572 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.892 [Epoch 69][Batch 159], Speed: 208.674 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 169], Speed: 205.173 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 179], Speed: 239.364 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 189], Speed: 207.770 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 199], Speed: 229.169 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 209], Speed: 227.487 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 219], Speed: 192.924 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 229], Speed: 204.704 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 239], Speed: 202.019 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 249], Speed: 220.165 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 259], Speed: 212.255 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 269], Speed: 209.752 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 279], Speed: 210.536 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 289], Speed: 214.310 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.892 [Epoch 69][Batch 299], Speed: 232.575 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 309], Speed: 218.571 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 319], Speed: 221.025 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 329], Speed: 198.274 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 339], Speed: 212.202 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 349], Speed: 218.539 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 359], Speed: 226.295 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 369], Speed: 216.772 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 379], Speed: 217.742 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 389], Speed: 204.033 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 399], Speed: 211.098 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 409], Speed: 220.185 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 419], Speed: 231.780 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 429], Speed: 215.372 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 439], Speed: 210.978 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 449], Speed: 229.840 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 459], Speed: 212.813 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 469], Speed: 209.766 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 479], Speed: 211.169 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 489], Speed: 223.057 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.891 [Epoch 69][Batch 499], Speed: 201.536 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 509], Speed: 214.448 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 519], Speed: 198.776 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 529], Speed: 194.315 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 539], Speed: 222.024 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 549], Speed: 226.786 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 559], Speed: 182.706 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 569], Speed: 211.418 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 579], Speed: 208.108 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 589], Speed: 213.764 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 599], Speed: 229.250 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 609], Speed: 222.964 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 619], Speed: 199.593 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 629], Speed: 215.533 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 639], Speed: 204.651 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 649], Speed: 201.897 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 659], Speed: 206.939 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 669], Speed: 217.004 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 679], Speed: 224.974 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 689], Speed: 220.786 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 699], Speed: 227.742 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 709], Speed: 209.996 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.890 [Epoch 69][Batch 719], Speed: 227.689 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 729], Speed: 203.586 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 739], Speed: 201.030 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 749], Speed: 210.110 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 759], Speed: 215.339 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 769], Speed: 198.251 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 779], Speed: 216.395 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 789], Speed: 200.284 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 799], Speed: 224.039 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 809], Speed: 225.240 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 819], Speed: 215.046 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 829], Speed: 211.817 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 839], Speed: 217.407 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 849], Speed: 212.390 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 859], Speed: 204.001 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 869], Speed: 201.965 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 879], Speed: 224.831 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 889], Speed: 214.869 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 899], Speed: 212.587 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 909], Speed: 197.248 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 919], Speed: 206.602 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 929], Speed: 223.196 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.889 [Epoch 69][Batch 939], Speed: 225.519 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 949], Speed: 214.861 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 959], Speed: 203.880 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 969], Speed: 200.394 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 979], Speed: 209.421 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 989], Speed: 212.271 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 999], Speed: 194.472 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1009], Speed: 207.829 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1019], Speed: 212.169 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1029], Speed: 212.251 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1039], Speed: 204.827 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1049], Speed: 216.734 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1059], Speed: 212.973 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1069], Speed: 194.701 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1079], Speed: 207.618 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1089], Speed: 208.629 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1099], Speed: 216.559 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1109], Speed: 214.766 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1119], Speed: 215.443 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1129], Speed: 224.546 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1139], Speed: 212.024 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.888 [Epoch 69][Batch 1149], Speed: 212.389 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 69][Batch 1159], Speed: 202.965 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 69][Batch 1169], Speed: 223.119 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 69][Batch 1179], Speed: 220.479 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 69][Batch 1189], Speed: 223.381 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 69][Batch 1199], Speed: 202.177 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 69][Batch 1209], Speed: 224.748 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 69][Batch 1219], Speed: 205.955 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 69] Training cost: 580.403, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 9], Speed: 207.678 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 19], Speed: 230.218 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 29], Speed: 213.731 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 70][Batch 39], Speed: 215.037 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 49], Speed: 205.518 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 59], Speed: 218.337 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 69], Speed: 204.783 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 79], Speed: 228.153 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 89], Speed: 228.081 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 99], Speed: 227.034 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 109], Speed: 212.632 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 119], Speed: 208.950 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 129], Speed: 206.489 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 139], Speed: 208.460 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.887 [Epoch 70][Batch 149], Speed: 221.088 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 159], Speed: 199.619 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 169], Speed: 205.744 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 179], Speed: 226.742 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 189], Speed: 211.689 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 199], Speed: 206.612 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 209], Speed: 227.582 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 219], Speed: 212.887 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 229], Speed: 219.228 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 239], Speed: 212.410 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 249], Speed: 206.365 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 259], Speed: 215.472 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 269], Speed: 203.918 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 279], Speed: 185.158 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 289], Speed: 220.210 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 299], Speed: 224.746 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 309], Speed: 210.398 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 319], Speed: 204.490 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 329], Speed: 200.719 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 339], Speed: 223.023 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 349], Speed: 201.888 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.886 [Epoch 70][Batch 359], Speed: 231.017 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 369], Speed: 202.136 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 379], Speed: 205.394 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 389], Speed: 204.470 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 399], Speed: 220.731 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 409], Speed: 218.353 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 419], Speed: 209.097 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 429], Speed: 214.272 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 439], Speed: 212.889 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 449], Speed: 201.864 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 459], Speed: 217.950 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 469], Speed: 218.820 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 479], Speed: 199.714 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 489], Speed: 205.699 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 499], Speed: 207.161 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 509], Speed: 210.715 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 519], Speed: 228.266 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 529], Speed: 215.219 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 539], Speed: 213.983 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 549], Speed: 190.855 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 559], Speed: 222.540 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.885 [Epoch 70][Batch 569], Speed: 219.702 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 579], Speed: 223.685 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 589], Speed: 224.489 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 599], Speed: 220.428 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 609], Speed: 223.445 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 619], Speed: 210.469 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 629], Speed: 219.402 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 639], Speed: 217.697 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 649], Speed: 225.385 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 659], Speed: 214.627 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 669], Speed: 226.183 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 679], Speed: 196.807 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 689], Speed: 215.191 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 699], Speed: 222.509 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 709], Speed: 220.990 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 719], Speed: 224.886 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 729], Speed: 209.812 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 739], Speed: 210.825 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 749], Speed: 217.634 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 759], Speed: 216.446 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 769], Speed: 223.803 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 779], Speed: 202.998 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.884 [Epoch 70][Batch 789], Speed: 200.522 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 799], Speed: 218.125 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 809], Speed: 217.116 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 819], Speed: 226.495 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 829], Speed: 227.353 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 839], Speed: 206.352 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 849], Speed: 199.852 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 859], Speed: 179.255 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 869], Speed: 210.149 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 879], Speed: 227.808 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 889], Speed: 229.010 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 899], Speed: 233.488 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 909], Speed: 228.254 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 919], Speed: 214.053 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 929], Speed: 216.829 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 939], Speed: 222.485 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 949], Speed: 204.698 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 959], Speed: 225.207 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 969], Speed: 226.052 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 979], Speed: 206.390 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 989], Speed: 205.521 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 999], Speed: 209.617 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 1009], Speed: 209.589 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.883 [Epoch 70][Batch 1019], Speed: 204.244 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1029], Speed: 226.330 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1039], Speed: 215.086 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1049], Speed: 218.635 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1059], Speed: 227.933 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1069], Speed: 216.852 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1079], Speed: 211.673 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1089], Speed: 225.660 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1099], Speed: 205.303 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1109], Speed: 215.519 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1119], Speed: 214.971 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1129], Speed: 215.039 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1139], Speed: 206.418 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1149], Speed: 217.221 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1159], Speed: 212.065 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1169], Speed: 207.044 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1179], Speed: 213.577 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1189], Speed: 212.445 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1199], Speed: 192.046 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1209], Speed: 219.352 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70][Batch 1219], Speed: 221.724 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70] Training cost: 630.712, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=1.882 [Epoch 70] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.260 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.435 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.271 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 ] = 0.292 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.370 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.379 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.132 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.411 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.595 person=37.8 bicycle=18.1 car=23.2 motorcycle=25.4 airplane=46.4 bus=48.3 train=49.3 truck=22.1 boat=11.8 traffic light=12.5 fire hydrant=47.1 stop sign=48.0 parking meter=28.4 bench=14.4 bird=20.0 cat=53.3 dog=46.3 horse=44.4 sheep=36.7 cow=36.8 elephant=51.2 bear=58.5 zebra=56.0 giraffe=56.6 backpack=5.5 umbrella=24.6 handbag=5.2 tie=16.2 suitcase=20.6 frisbee=39.5 skis=11.1 snowboard=12.8 sports ball=21.5 kite=22.7 baseball bat=12.4 baseball glove=18.7 skateboard=36.0 surfboard=18.7 tennis racket=30.4 bottle=18.3 wine glass=18.8 cup=24.3 fork=15.8 knife=6.2 spoon=5.6 bowl=24.9 banana=13.9 apple=10.3 sandwich=21.6 orange=22.2 broccoli=15.1 carrot=11.0 hot dog=21.7 pizza=34.8 donut=32.9 cake=20.5 chair=15.6 couch=29.5 potted plant=16.1 bed=21.9 dining table=17.0 toilet=48.4 tv=41.9 laptop=43.9 mouse=37.6 remote=11.0 keyboard=35.2 cell phone=17.8 microwave=39.9 oven=22.4 toaster=5.1 sink=25.0 refrigerator=34.7 book=2.6 clock=35.1 vase=22.3 scissors=12.9 teddy bear=31.3 hair drier=0.0 toothbrush=3.9 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =26.0 [Epoch 71][Batch 9], Speed: 210.683 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=1.882 [Epoch 71][Batch 19], Speed: 212.881 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 29], Speed: 202.815 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 39], Speed: 222.579 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 71][Batch 49], Speed: 208.301 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=1.881 [Epoch 71][Batch 59], Speed: 192.318 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 69], Speed: 186.091 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 79], Speed: 215.186 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 89], Speed: 196.868 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 99], Speed: 191.245 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 109], Speed: 219.901 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 119], Speed: 199.529 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 129], Speed: 211.805 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 139], Speed: 183.707 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 149], Speed: 193.208 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 159], Speed: 205.458 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 169], Speed: 225.337 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 179], Speed: 224.775 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 189], Speed: 210.425 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 199], Speed: 207.604 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 209], Speed: 222.232 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 219], Speed: 189.945 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 229], Speed: 212.063 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.881 [Epoch 71][Batch 239], Speed: 217.448 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.880 [Epoch 71][Batch 249], Speed: 209.196 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.880 [Epoch 71][Batch 259], Speed: 207.517 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.880 [Epoch 71][Batch 269], Speed: 221.933 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 279], Speed: 201.473 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 289], Speed: 234.709 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.880 [Epoch 71][Batch 299], Speed: 207.681 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 309], Speed: 201.863 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 319], Speed: 170.246 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 329], Speed: 223.791 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 339], Speed: 231.850 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 349], Speed: 213.209 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 359], Speed: 222.837 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 369], Speed: 193.982 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 379], Speed: 191.254 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 389], Speed: 212.049 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 399], Speed: 209.709 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 409], Speed: 219.316 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 419], Speed: 223.047 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 429], Speed: 210.656 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 439], Speed: 217.090 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 71][Batch 449], Speed: 229.315 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 459], Speed: 220.348 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 469], Speed: 220.025 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 479], Speed: 211.774 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 489], Speed: 197.765 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 499], Speed: 217.802 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 509], Speed: 216.224 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 519], Speed: 222.151 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 529], Speed: 230.254 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 539], Speed: 220.649 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 549], Speed: 211.020 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 559], Speed: 213.054 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 569], Speed: 232.556 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 579], Speed: 214.537 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 589], Speed: 206.753 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 599], Speed: 216.024 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 609], Speed: 208.726 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 619], Speed: 208.199 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 629], Speed: 223.664 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 639], Speed: 202.887 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 649], Speed: 228.982 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 659], Speed: 210.833 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 669], Speed: 208.390 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.879 [Epoch 71][Batch 679], Speed: 222.796 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 689], Speed: 229.482 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 699], Speed: 221.065 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 709], Speed: 230.025 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 719], Speed: 233.055 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 729], Speed: 198.192 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 739], Speed: 203.927 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 749], Speed: 223.975 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 759], Speed: 223.690 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 769], Speed: 236.641 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 779], Speed: 196.353 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 789], Speed: 209.613 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 799], Speed: 214.780 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 809], Speed: 228.000 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 819], Speed: 228.665 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 829], Speed: 228.948 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 839], Speed: 213.030 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 849], Speed: 210.163 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 859], Speed: 215.655 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 869], Speed: 228.432 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 879], Speed: 208.991 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 889], Speed: 231.247 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 899], Speed: 202.432 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.878 [Epoch 71][Batch 909], Speed: 208.948 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 919], Speed: 214.847 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 929], Speed: 211.378 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 939], Speed: 222.828 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 949], Speed: 224.967 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 959], Speed: 197.451 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 969], Speed: 219.008 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 979], Speed: 212.583 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 989], Speed: 231.007 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 999], Speed: 218.705 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1009], Speed: 228.188 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1019], Speed: 225.736 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1029], Speed: 217.288 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1039], Speed: 224.385 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1049], Speed: 219.745 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1059], Speed: 223.442 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1069], Speed: 203.736 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1079], Speed: 212.588 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1089], Speed: 222.235 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1099], Speed: 219.254 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1109], Speed: 211.732 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1119], Speed: 215.254 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1129], Speed: 210.504 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.877 [Epoch 71][Batch 1139], Speed: 212.775 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 71][Batch 1149], Speed: 247.399 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 71][Batch 1159], Speed: 209.528 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 71][Batch 1169], Speed: 197.325 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 71][Batch 1179], Speed: 227.142 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 71][Batch 1189], Speed: 246.231 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 71][Batch 1199], Speed: 228.653 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 71][Batch 1209], Speed: 204.543 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 71][Batch 1219], Speed: 196.085 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 71] Training cost: 560.352, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 9], Speed: 221.928 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 72][Batch 19], Speed: 220.803 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 29], Speed: 217.247 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 39], Speed: 217.257 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.228, HeatmapFocal=1.876 [Epoch 72][Batch 49], Speed: 207.688 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 59], Speed: 210.779 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 69], Speed: 211.131 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 79], Speed: 217.148 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 89], Speed: 220.929 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 99], Speed: 230.853 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 109], Speed: 205.660 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 119], Speed: 221.912 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 129], Speed: 219.531 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.876 [Epoch 72][Batch 139], Speed: 216.289 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 149], Speed: 199.107 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 159], Speed: 207.136 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 169], Speed: 226.214 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 179], Speed: 225.222 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 189], Speed: 207.322 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 199], Speed: 233.614 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 209], Speed: 228.355 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 219], Speed: 223.752 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 229], Speed: 228.192 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 239], Speed: 211.097 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 249], Speed: 215.833 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 259], Speed: 231.973 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 269], Speed: 228.968 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 279], Speed: 215.547 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 289], Speed: 219.667 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 299], Speed: 227.560 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 309], Speed: 238.474 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 319], Speed: 227.590 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 329], Speed: 228.334 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 339], Speed: 201.028 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 349], Speed: 239.449 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.875 [Epoch 72][Batch 359], Speed: 202.727 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 369], Speed: 229.124 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 379], Speed: 212.632 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 389], Speed: 217.090 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 399], Speed: 221.097 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 409], Speed: 233.993 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 419], Speed: 206.941 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 429], Speed: 237.421 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 439], Speed: 221.902 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 449], Speed: 226.892 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 459], Speed: 224.456 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 469], Speed: 236.916 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 479], Speed: 222.299 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 489], Speed: 217.892 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 499], Speed: 222.045 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 509], Speed: 198.263 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 519], Speed: 216.170 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 529], Speed: 226.798 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 539], Speed: 213.329 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 549], Speed: 222.664 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 559], Speed: 207.466 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 569], Speed: 204.494 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 579], Speed: 211.615 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.874 [Epoch 72][Batch 589], Speed: 215.769 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 599], Speed: 209.544 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 609], Speed: 202.399 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 619], Speed: 211.398 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 629], Speed: 223.340 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 639], Speed: 206.420 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 649], Speed: 203.471 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 659], Speed: 217.259 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 669], Speed: 202.778 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 679], Speed: 217.463 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 689], Speed: 230.786 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 699], Speed: 218.015 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 709], Speed: 201.385 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 719], Speed: 216.159 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 729], Speed: 220.209 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 739], Speed: 222.650 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 749], Speed: 226.694 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 759], Speed: 211.178 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 769], Speed: 219.858 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 779], Speed: 211.430 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 789], Speed: 215.898 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 799], Speed: 222.230 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 809], Speed: 228.447 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.873 [Epoch 72][Batch 819], Speed: 188.238 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 829], Speed: 222.996 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 839], Speed: 219.352 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 849], Speed: 211.875 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 859], Speed: 204.323 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 869], Speed: 224.551 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 879], Speed: 220.214 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 889], Speed: 220.051 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 899], Speed: 210.988 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 909], Speed: 227.541 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 919], Speed: 221.229 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 929], Speed: 216.607 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 939], Speed: 217.835 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 949], Speed: 214.466 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 959], Speed: 206.712 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 969], Speed: 220.516 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 979], Speed: 218.154 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 989], Speed: 192.952 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 999], Speed: 222.634 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 1009], Speed: 223.141 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 1019], Speed: 223.765 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 1029], Speed: 227.686 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 1039], Speed: 215.814 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.872 [Epoch 72][Batch 1049], Speed: 208.364 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1059], Speed: 217.768 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1069], Speed: 223.366 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1079], Speed: 197.381 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1089], Speed: 218.321 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1099], Speed: 184.430 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1109], Speed: 225.876 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1119], Speed: 227.961 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1129], Speed: 207.330 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1139], Speed: 211.387 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1149], Speed: 197.545 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1159], Speed: 215.687 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1169], Speed: 200.062 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1179], Speed: 223.479 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1189], Speed: 209.758 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1199], Speed: 192.920 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1209], Speed: 211.946 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72][Batch 1219], Speed: 214.103 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 72] Training cost: 560.349, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 73][Batch 9], Speed: 196.320 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 73][Batch 19], Speed: 228.444 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 73][Batch 29], Speed: 212.364 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 73][Batch 39], Speed: 216.455 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 73][Batch 49], Speed: 219.112 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.871 [Epoch 73][Batch 59], Speed: 168.535 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 69], Speed: 212.720 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 79], Speed: 209.194 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 89], Speed: 228.487 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 99], Speed: 216.067 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 109], Speed: 217.313 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 119], Speed: 216.131 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 129], Speed: 206.330 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 139], Speed: 221.580 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 149], Speed: 219.527 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 159], Speed: 217.519 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 169], Speed: 207.551 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 179], Speed: 201.998 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 189], Speed: 210.587 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 199], Speed: 219.201 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 209], Speed: 210.549 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 219], Speed: 227.201 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 229], Speed: 209.474 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 239], Speed: 219.876 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 249], Speed: 197.323 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 259], Speed: 224.304 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 269], Speed: 204.097 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 279], Speed: 221.761 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.870 [Epoch 73][Batch 289], Speed: 219.565 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 299], Speed: 217.225 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 309], Speed: 194.939 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 319], Speed: 224.222 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 329], Speed: 200.069 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 339], Speed: 223.314 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 349], Speed: 176.468 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 359], Speed: 205.769 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 369], Speed: 205.437 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 379], Speed: 214.056 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 389], Speed: 215.245 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 399], Speed: 225.382 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 409], Speed: 205.332 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 419], Speed: 201.737 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 429], Speed: 206.562 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 439], Speed: 200.966 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 449], Speed: 186.532 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 459], Speed: 215.766 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 469], Speed: 217.946 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 479], Speed: 214.034 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 489], Speed: 211.779 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 499], Speed: 215.563 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 509], Speed: 201.488 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.869 [Epoch 73][Batch 519], Speed: 216.468 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 529], Speed: 196.840 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 539], Speed: 204.431 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 549], Speed: 206.825 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 559], Speed: 213.683 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 569], Speed: 218.809 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 579], Speed: 222.329 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 589], Speed: 221.665 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 599], Speed: 211.443 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 609], Speed: 197.856 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 619], Speed: 217.325 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 629], Speed: 204.951 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 639], Speed: 222.793 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 649], Speed: 212.454 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 659], Speed: 220.231 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 669], Speed: 207.853 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 679], Speed: 205.825 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 689], Speed: 234.074 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 699], Speed: 227.644 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 709], Speed: 219.295 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 719], Speed: 219.561 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 729], Speed: 195.247 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 739], Speed: 219.724 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.868 [Epoch 73][Batch 749], Speed: 217.311 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 759], Speed: 224.318 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 769], Speed: 214.433 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 779], Speed: 215.165 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 789], Speed: 204.733 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 799], Speed: 206.622 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 809], Speed: 222.277 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 819], Speed: 228.714 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 829], Speed: 213.889 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 839], Speed: 212.560 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 849], Speed: 206.282 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 859], Speed: 218.896 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 869], Speed: 202.964 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 879], Speed: 197.331 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 889], Speed: 209.509 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 899], Speed: 220.820 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 909], Speed: 212.899 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 919], Speed: 218.229 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 929], Speed: 208.889 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 939], Speed: 218.247 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 949], Speed: 220.492 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 959], Speed: 212.744 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 969], Speed: 205.129 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 979], Speed: 222.796 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.867 [Epoch 73][Batch 989], Speed: 212.964 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 999], Speed: 210.594 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1009], Speed: 213.147 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1019], Speed: 213.191 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1029], Speed: 206.405 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1039], Speed: 220.261 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1049], Speed: 224.906 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1059], Speed: 225.175 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1069], Speed: 194.302 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1079], Speed: 192.299 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1089], Speed: 206.375 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1099], Speed: 223.223 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1109], Speed: 222.309 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1119], Speed: 184.557 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1129], Speed: 232.954 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1139], Speed: 207.944 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1149], Speed: 209.821 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1159], Speed: 233.252 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1169], Speed: 241.534 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1179], Speed: 215.828 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1189], Speed: 200.140 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1199], Speed: 250.100 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1209], Speed: 219.645 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73][Batch 1219], Speed: 189.902 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 73] Training cost: 568.360, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.866 [Epoch 74][Batch 9], Speed: 221.840 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 74][Batch 19], Speed: 215.451 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 74][Batch 29], Speed: 209.527 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 74][Batch 39], Speed: 221.709 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.229, HeatmapFocal=1.865 [Epoch 74][Batch 49], Speed: 211.763 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.865 [Epoch 74][Batch 59], Speed: 225.955 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 74][Batch 69], Speed: 209.676 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.228, HeatmapFocal=1.865 [Epoch 74][Batch 79], Speed: 213.835 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 89], Speed: 218.769 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 99], Speed: 231.600 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 109], Speed: 218.540 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 119], Speed: 196.444 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 129], Speed: 210.517 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 139], Speed: 225.268 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 149], Speed: 202.967 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 159], Speed: 233.354 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 169], Speed: 224.550 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 179], Speed: 225.906 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 189], Speed: 211.908 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 199], Speed: 214.569 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 209], Speed: 215.707 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 219], Speed: 219.183 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 229], Speed: 226.428 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 239], Speed: 211.457 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.865 [Epoch 74][Batch 249], Speed: 210.758 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 259], Speed: 222.332 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 269], Speed: 216.493 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 279], Speed: 214.877 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 289], Speed: 211.911 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 299], Speed: 209.605 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 309], Speed: 206.288 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 319], Speed: 212.718 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 329], Speed: 206.588 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 339], Speed: 219.994 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 349], Speed: 216.495 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 359], Speed: 212.269 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 369], Speed: 215.685 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 379], Speed: 223.302 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 389], Speed: 188.915 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 399], Speed: 220.675 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 409], Speed: 207.863 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 419], Speed: 192.958 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 429], Speed: 211.637 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 439], Speed: 227.933 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 449], Speed: 217.861 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 459], Speed: 229.697 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 469], Speed: 207.593 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 479], Speed: 215.475 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.864 [Epoch 74][Batch 489], Speed: 212.555 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 499], Speed: 202.694 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 509], Speed: 218.407 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 519], Speed: 214.794 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 529], Speed: 226.140 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 539], Speed: 214.102 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 549], Speed: 192.367 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 559], Speed: 224.086 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 569], Speed: 210.229 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 579], Speed: 219.987 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 589], Speed: 201.973 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 599], Speed: 214.645 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 609], Speed: 211.177 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 619], Speed: 217.301 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 629], Speed: 219.301 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 639], Speed: 208.933 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 649], Speed: 217.613 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 659], Speed: 194.307 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 669], Speed: 207.755 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 679], Speed: 211.837 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 689], Speed: 227.527 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 699], Speed: 220.198 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 709], Speed: 223.370 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 719], Speed: 200.623 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.863 [Epoch 74][Batch 729], Speed: 206.265 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 739], Speed: 220.560 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 749], Speed: 206.122 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 759], Speed: 226.977 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 769], Speed: 231.582 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 779], Speed: 191.181 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 789], Speed: 210.004 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 799], Speed: 236.027 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 809], Speed: 202.604 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 819], Speed: 224.659 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 829], Speed: 215.307 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 839], Speed: 215.144 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 849], Speed: 202.990 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 859], Speed: 225.510 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 869], Speed: 218.807 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 879], Speed: 210.181 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 889], Speed: 202.887 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 899], Speed: 195.997 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 909], Speed: 212.144 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 919], Speed: 233.980 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 929], Speed: 193.990 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 939], Speed: 213.316 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 949], Speed: 227.669 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 959], Speed: 195.327 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.862 [Epoch 74][Batch 969], Speed: 199.994 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 979], Speed: 228.818 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 989], Speed: 218.528 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 999], Speed: 222.090 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1009], Speed: 218.887 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1019], Speed: 212.872 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1029], Speed: 210.016 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1039], Speed: 226.964 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1049], Speed: 212.577 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1059], Speed: 217.047 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1069], Speed: 220.027 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1079], Speed: 204.468 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1089], Speed: 212.970 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1099], Speed: 223.463 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1109], Speed: 222.888 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1119], Speed: 232.623 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1129], Speed: 235.741 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1139], Speed: 244.313 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1149], Speed: 202.649 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1159], Speed: 209.607 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1169], Speed: 220.892 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1179], Speed: 209.555 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1189], Speed: 214.484 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1199], Speed: 224.785 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.861 [Epoch 74][Batch 1209], Speed: 222.395 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 74][Batch 1219], Speed: 217.348 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 74] Training cost: 564.589, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 9], Speed: 208.439 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 75][Batch 19], Speed: 213.322 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 75][Batch 29], Speed: 234.689 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 75][Batch 39], Speed: 211.333 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.860 [Epoch 75][Batch 49], Speed: 215.941 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 59], Speed: 204.677 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 69], Speed: 219.867 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 79], Speed: 225.931 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 89], Speed: 220.470 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 99], Speed: 222.805 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 109], Speed: 230.123 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 119], Speed: 198.448 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 129], Speed: 215.238 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 139], Speed: 220.896 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 149], Speed: 209.905 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 159], Speed: 191.847 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 169], Speed: 217.908 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 179], Speed: 203.225 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 189], Speed: 224.483 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 199], Speed: 224.372 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 209], Speed: 222.524 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.860 [Epoch 75][Batch 219], Speed: 224.091 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 229], Speed: 192.896 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 239], Speed: 221.459 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 249], Speed: 229.006 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 259], Speed: 220.841 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 269], Speed: 208.381 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 279], Speed: 217.193 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 75][Batch 289], Speed: 214.125 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 299], Speed: 201.500 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 309], Speed: 225.800 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 319], Speed: 227.292 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 75][Batch 329], Speed: 213.778 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 339], Speed: 220.907 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 75][Batch 349], Speed: 221.083 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 75][Batch 359], Speed: 205.807 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 369], Speed: 229.256 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 75][Batch 379], Speed: 212.825 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 75][Batch 389], Speed: 184.305 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 399], Speed: 214.863 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 75][Batch 409], Speed: 228.737 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 75][Batch 419], Speed: 212.216 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.859 [Epoch 75][Batch 429], Speed: 225.082 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 439], Speed: 208.007 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 449], Speed: 220.039 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.859 [Epoch 75][Batch 459], Speed: 215.301 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 469], Speed: 221.386 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 479], Speed: 203.542 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 489], Speed: 214.009 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 499], Speed: 201.112 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 509], Speed: 215.391 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 519], Speed: 218.177 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 529], Speed: 223.881 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 539], Speed: 214.822 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 549], Speed: 217.030 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 559], Speed: 205.572 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 569], Speed: 227.696 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 579], Speed: 208.858 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 589], Speed: 213.373 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 599], Speed: 217.354 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 609], Speed: 219.266 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 619], Speed: 200.085 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 629], Speed: 167.668 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 639], Speed: 222.963 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 649], Speed: 228.551 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 659], Speed: 228.643 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 669], Speed: 210.201 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 679], Speed: 222.432 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 689], Speed: 215.309 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.858 [Epoch 75][Batch 699], Speed: 218.125 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 709], Speed: 217.845 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 719], Speed: 211.375 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 729], Speed: 228.084 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 739], Speed: 207.396 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 749], Speed: 219.526 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 759], Speed: 219.943 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 769], Speed: 234.419 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 779], Speed: 198.958 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 789], Speed: 214.264 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 799], Speed: 218.224 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 809], Speed: 223.728 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 819], Speed: 204.984 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 829], Speed: 206.202 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 839], Speed: 226.281 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 849], Speed: 214.229 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 859], Speed: 216.282 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 869], Speed: 190.708 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 879], Speed: 198.668 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 889], Speed: 216.026 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 899], Speed: 197.716 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 909], Speed: 214.113 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 919], Speed: 218.394 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 929], Speed: 223.863 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 939], Speed: 211.161 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.857 [Epoch 75][Batch 949], Speed: 225.635 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 959], Speed: 217.611 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 969], Speed: 219.853 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 979], Speed: 214.757 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 989], Speed: 186.703 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 999], Speed: 203.116 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1009], Speed: 231.619 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1019], Speed: 218.332 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1029], Speed: 202.887 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1039], Speed: 220.960 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1049], Speed: 201.850 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1059], Speed: 222.988 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1069], Speed: 225.248 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1079], Speed: 216.199 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1089], Speed: 211.927 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1099], Speed: 192.558 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1109], Speed: 229.666 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1119], Speed: 205.915 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1129], Speed: 221.894 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1139], Speed: 209.622 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1149], Speed: 242.201 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1159], Speed: 205.659 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1169], Speed: 231.927 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1179], Speed: 210.768 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1189], Speed: 221.376 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.856 [Epoch 75][Batch 1199], Speed: 243.413 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 75][Batch 1209], Speed: 220.459 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 75][Batch 1219], Speed: 208.812 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 75] Training cost: 564.175, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 9], Speed: 215.930 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 19], Speed: 198.792 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 76][Batch 29], Speed: 202.570 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 76][Batch 39], Speed: 209.670 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 49], Speed: 211.027 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 59], Speed: 209.178 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 76][Batch 69], Speed: 217.846 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 76][Batch 79], Speed: 227.672 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 89], Speed: 221.342 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 76][Batch 99], Speed: 228.694 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 109], Speed: 224.313 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 119], Speed: 211.509 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 129], Speed: 210.640 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 139], Speed: 212.564 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 149], Speed: 218.257 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 159], Speed: 220.563 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 169], Speed: 216.502 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.855 [Epoch 76][Batch 179], Speed: 219.336 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 76][Batch 189], Speed: 204.226 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 76][Batch 199], Speed: 191.061 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 76][Batch 209], Speed: 229.424 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 76][Batch 219], Speed: 225.893 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.855 [Epoch 76][Batch 229], Speed: 227.494 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.854 [Epoch 76][Batch 239], Speed: 199.243 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 249], Speed: 220.365 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 259], Speed: 198.079 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 269], Speed: 217.977 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 279], Speed: 214.481 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 289], Speed: 210.526 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 299], Speed: 220.770 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 309], Speed: 225.135 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 319], Speed: 210.583 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 329], Speed: 214.743 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 339], Speed: 188.250 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 349], Speed: 223.583 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 359], Speed: 220.966 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 369], Speed: 224.038 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 379], Speed: 210.392 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 389], Speed: 216.842 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 399], Speed: 207.947 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 409], Speed: 216.390 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 419], Speed: 199.237 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 429], Speed: 221.593 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 439], Speed: 224.831 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 449], Speed: 218.177 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 459], Speed: 200.009 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.854 [Epoch 76][Batch 469], Speed: 226.669 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 479], Speed: 214.190 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 489], Speed: 216.009 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 499], Speed: 197.739 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 509], Speed: 209.349 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 519], Speed: 217.396 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 529], Speed: 196.569 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 539], Speed: 218.789 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 549], Speed: 216.840 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 559], Speed: 205.211 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 569], Speed: 209.959 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 579], Speed: 213.566 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 589], Speed: 202.855 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 599], Speed: 197.459 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 609], Speed: 206.579 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 619], Speed: 226.295 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 629], Speed: 188.268 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 639], Speed: 221.911 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 649], Speed: 219.144 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 659], Speed: 200.528 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 669], Speed: 213.082 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 679], Speed: 196.199 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 689], Speed: 225.040 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 699], Speed: 222.768 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 709], Speed: 223.823 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.853 [Epoch 76][Batch 719], Speed: 204.467 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 729], Speed: 207.430 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 739], Speed: 225.773 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 749], Speed: 217.079 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 759], Speed: 188.562 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 769], Speed: 213.319 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 779], Speed: 189.231 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 789], Speed: 206.336 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 799], Speed: 218.051 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 809], Speed: 211.257 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 819], Speed: 229.432 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 829], Speed: 206.525 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 839], Speed: 199.389 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 849], Speed: 209.636 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 859], Speed: 205.325 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 869], Speed: 206.049 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 879], Speed: 220.877 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 889], Speed: 212.690 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 899], Speed: 206.051 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 909], Speed: 211.622 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 919], Speed: 207.974 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 929], Speed: 223.342 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 939], Speed: 225.796 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 949], Speed: 226.031 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 959], Speed: 195.649 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.852 [Epoch 76][Batch 969], Speed: 212.440 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 979], Speed: 213.173 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 989], Speed: 226.533 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 999], Speed: 209.115 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1009], Speed: 216.800 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1019], Speed: 215.846 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1029], Speed: 195.012 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1039], Speed: 205.297 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1049], Speed: 225.571 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1059], Speed: 222.198 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1069], Speed: 204.044 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1079], Speed: 216.293 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1089], Speed: 209.544 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1099], Speed: 219.516 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1109], Speed: 215.676 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1119], Speed: 216.440 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1129], Speed: 216.277 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1139], Speed: 229.440 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1149], Speed: 214.768 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1159], Speed: 219.381 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1169], Speed: 240.743 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1179], Speed: 208.906 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1189], Speed: 194.243 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1199], Speed: 245.661 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1209], Speed: 227.584 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76][Batch 1219], Speed: 202.395 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 76] Training cost: 563.219, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.851 [Epoch 77][Batch 9], Speed: 195.838 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 19], Speed: 198.305 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.225, HeatmapFocal=1.850 [Epoch 77][Batch 29], Speed: 193.035 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.225, HeatmapFocal=1.850 [Epoch 77][Batch 39], Speed: 218.765 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.850 [Epoch 77][Batch 49], Speed: 207.320 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.850 [Epoch 77][Batch 59], Speed: 213.367 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.850 [Epoch 77][Batch 69], Speed: 208.545 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.850 [Epoch 77][Batch 79], Speed: 210.002 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 89], Speed: 229.082 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 99], Speed: 214.346 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 109], Speed: 223.947 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 119], Speed: 222.210 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 129], Speed: 215.489 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 139], Speed: 210.054 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 149], Speed: 206.262 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 159], Speed: 216.428 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 169], Speed: 212.101 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 179], Speed: 203.806 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 189], Speed: 210.961 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 199], Speed: 204.591 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 209], Speed: 217.736 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 219], Speed: 213.538 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 229], Speed: 224.532 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 239], Speed: 197.741 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.850 [Epoch 77][Batch 249], Speed: 213.427 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 259], Speed: 196.320 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 269], Speed: 217.753 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 279], Speed: 210.975 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 289], Speed: 209.571 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 299], Speed: 215.139 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 309], Speed: 208.756 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 319], Speed: 216.166 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 329], Speed: 223.985 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 339], Speed: 219.721 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 349], Speed: 228.549 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 359], Speed: 205.272 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 369], Speed: 195.476 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 379], Speed: 197.453 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 389], Speed: 224.345 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 399], Speed: 221.430 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 409], Speed: 201.089 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 419], Speed: 198.980 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 429], Speed: 201.773 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 439], Speed: 207.191 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 449], Speed: 222.055 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 459], Speed: 220.600 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 469], Speed: 236.310 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 479], Speed: 193.552 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 489], Speed: 208.399 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.849 [Epoch 77][Batch 499], Speed: 214.367 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 509], Speed: 227.554 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 519], Speed: 199.449 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 529], Speed: 222.013 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 539], Speed: 193.027 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 549], Speed: 190.321 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 559], Speed: 204.999 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 569], Speed: 223.527 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 579], Speed: 221.673 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 589], Speed: 225.558 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 599], Speed: 221.292 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 609], Speed: 185.419 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 619], Speed: 229.239 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 629], Speed: 224.011 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 639], Speed: 201.260 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 649], Speed: 221.374 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 659], Speed: 218.738 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 669], Speed: 204.170 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 679], Speed: 223.853 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 689], Speed: 224.432 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 699], Speed: 212.792 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 709], Speed: 232.239 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 719], Speed: 204.652 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 729], Speed: 203.681 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 739], Speed: 172.738 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.848 [Epoch 77][Batch 749], Speed: 233.946 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 759], Speed: 223.856 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 769], Speed: 218.862 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 779], Speed: 204.633 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 789], Speed: 193.374 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 799], Speed: 219.700 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 809], Speed: 218.266 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 819], Speed: 206.107 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 829], Speed: 226.817 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 839], Speed: 203.369 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 849], Speed: 203.038 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 859], Speed: 204.461 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 869], Speed: 221.350 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 879], Speed: 214.107 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 889], Speed: 208.902 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 899], Speed: 218.580 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 909], Speed: 202.787 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 919], Speed: 219.832 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 929], Speed: 222.820 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 939], Speed: 203.586 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.847 [Epoch 77][Batch 949], Speed: 211.630 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 77][Batch 959], Speed: 207.984 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 77][Batch 969], Speed: 202.869 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 77][Batch 979], Speed: 211.944 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 77][Batch 989], Speed: 224.065 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 77][Batch 999], Speed: 205.049 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.847 [Epoch 77][Batch 1009], Speed: 217.384 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1019], Speed: 217.420 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1029], Speed: 210.404 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1039], Speed: 198.568 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1049], Speed: 230.568 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1059], Speed: 215.265 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1069], Speed: 230.877 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1079], Speed: 218.922 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1089], Speed: 198.911 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1099], Speed: 212.554 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1109], Speed: 203.577 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1119], Speed: 201.497 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1129], Speed: 204.026 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1139], Speed: 200.641 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1149], Speed: 196.651 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1159], Speed: 241.382 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1169], Speed: 210.856 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1179], Speed: 221.489 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1189], Speed: 228.975 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1199], Speed: 216.572 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1209], Speed: 195.960 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77][Batch 1219], Speed: 200.522 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 77] Training cost: 566.513, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.846 [Epoch 78][Batch 9], Speed: 210.104 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.229, HeatmapFocal=1.846 [Epoch 78][Batch 19], Speed: 192.304 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.229, HeatmapFocal=1.846 [Epoch 78][Batch 29], Speed: 203.524 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.228, HeatmapFocal=1.846 [Epoch 78][Batch 39], Speed: 215.372 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 49], Speed: 214.492 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.228, HeatmapFocal=1.845 [Epoch 78][Batch 59], Speed: 219.157 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.228, HeatmapFocal=1.845 [Epoch 78][Batch 69], Speed: 186.132 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 79], Speed: 211.494 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 89], Speed: 227.485 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 99], Speed: 221.069 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 109], Speed: 214.348 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 119], Speed: 215.318 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 129], Speed: 229.065 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 139], Speed: 218.522 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 149], Speed: 218.991 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 159], Speed: 204.896 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 169], Speed: 207.038 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 179], Speed: 233.515 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 189], Speed: 214.022 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 199], Speed: 201.012 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 209], Speed: 227.129 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 219], Speed: 208.267 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 229], Speed: 214.606 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 239], Speed: 223.838 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 78][Batch 249], Speed: 213.237 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.845 [Epoch 78][Batch 259], Speed: 215.817 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 78][Batch 269], Speed: 185.811 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 78][Batch 279], Speed: 208.578 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 78][Batch 289], Speed: 205.018 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.845 [Epoch 78][Batch 299], Speed: 227.575 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 309], Speed: 213.984 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 319], Speed: 209.334 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 329], Speed: 222.156 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 78][Batch 339], Speed: 217.068 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 78][Batch 349], Speed: 205.429 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 359], Speed: 189.566 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 369], Speed: 209.840 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 379], Speed: 217.110 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 389], Speed: 218.366 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 399], Speed: 192.739 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 78][Batch 409], Speed: 202.021 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 78][Batch 419], Speed: 219.097 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 429], Speed: 215.252 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 78][Batch 439], Speed: 202.895 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 78][Batch 449], Speed: 222.371 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 459], Speed: 228.339 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 469], Speed: 205.254 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 479], Speed: 212.287 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 489], Speed: 197.461 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 78][Batch 499], Speed: 187.134 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 509], Speed: 221.328 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 78][Batch 519], Speed: 218.073 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.844 [Epoch 78][Batch 529], Speed: 210.601 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.844 [Epoch 78][Batch 539], Speed: 224.395 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 78][Batch 549], Speed: 215.354 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 559], Speed: 201.550 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 569], Speed: 214.288 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 579], Speed: 213.094 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 589], Speed: 224.474 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 78][Batch 599], Speed: 212.001 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 609], Speed: 213.299 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 619], Speed: 220.020 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 78][Batch 629], Speed: 209.711 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 639], Speed: 211.366 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 649], Speed: 208.090 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 659], Speed: 214.209 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 669], Speed: 201.642 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 679], Speed: 219.394 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 689], Speed: 182.412 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 699], Speed: 196.290 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 709], Speed: 206.186 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 719], Speed: 201.553 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 729], Speed: 215.379 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.843 [Epoch 78][Batch 739], Speed: 209.079 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 749], Speed: 197.434 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 759], Speed: 231.515 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 769], Speed: 214.877 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 779], Speed: 204.813 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 789], Speed: 214.180 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.843 [Epoch 78][Batch 799], Speed: 203.811 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 809], Speed: 207.699 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 819], Speed: 223.647 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 829], Speed: 209.926 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 839], Speed: 203.357 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 849], Speed: 210.337 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 859], Speed: 213.716 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 869], Speed: 204.782 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 879], Speed: 190.333 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 889], Speed: 226.402 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 899], Speed: 215.686 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 909], Speed: 215.097 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 919], Speed: 217.326 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 929], Speed: 218.472 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 939], Speed: 203.797 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 949], Speed: 215.672 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 959], Speed: 192.737 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 969], Speed: 214.964 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 979], Speed: 207.827 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 989], Speed: 209.251 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 999], Speed: 205.155 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 1009], Speed: 212.768 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 1019], Speed: 218.390 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 1029], Speed: 212.759 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 1039], Speed: 222.445 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 1049], Speed: 217.886 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.842 [Epoch 78][Batch 1059], Speed: 214.999 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1069], Speed: 220.777 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1079], Speed: 229.943 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1089], Speed: 219.851 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1099], Speed: 206.830 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1109], Speed: 221.908 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1119], Speed: 204.170 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1129], Speed: 207.417 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1139], Speed: 218.920 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1149], Speed: 213.705 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1159], Speed: 198.870 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1169], Speed: 235.962 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1179], Speed: 218.058 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1189], Speed: 213.206 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1199], Speed: 211.433 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1209], Speed: 228.568 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78][Batch 1219], Speed: 204.101 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 78] Training cost: 564.556, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 79][Batch 9], Speed: 242.105 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.228, HeatmapFocal=1.841 [Epoch 79][Batch 19], Speed: 218.868 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 79][Batch 29], Speed: 193.521 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 79][Batch 39], Speed: 219.093 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 79][Batch 49], Speed: 203.803 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 79][Batch 59], Speed: 219.421 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 79][Batch 69], Speed: 210.175 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 79][Batch 79], Speed: 221.312 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 79][Batch 89], Speed: 191.583 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 79][Batch 99], Speed: 212.525 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=1.841 [Epoch 79][Batch 109], Speed: 213.224 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 119], Speed: 211.563 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 129], Speed: 200.561 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 139], Speed: 208.143 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 149], Speed: 214.449 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 159], Speed: 223.524 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 169], Speed: 212.748 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 179], Speed: 215.069 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 189], Speed: 205.264 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 199], Speed: 219.115 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 209], Speed: 218.484 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 219], Speed: 219.732 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.840 [Epoch 79][Batch 229], Speed: 205.530 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 239], Speed: 211.355 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 249], Speed: 195.834 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 259], Speed: 208.825 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 269], Speed: 202.572 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 279], Speed: 194.275 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 289], Speed: 209.610 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 299], Speed: 224.911 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 309], Speed: 204.156 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 319], Speed: 218.426 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 329], Speed: 212.498 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 339], Speed: 217.629 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 349], Speed: 219.510 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 359], Speed: 213.812 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.840 [Epoch 79][Batch 369], Speed: 206.221 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 379], Speed: 211.143 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 389], Speed: 222.769 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 399], Speed: 214.226 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 409], Speed: 211.759 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 419], Speed: 221.482 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 429], Speed: 207.345 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 439], Speed: 201.699 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 449], Speed: 215.608 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 459], Speed: 219.304 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 469], Speed: 212.780 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 479], Speed: 210.063 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 489], Speed: 211.710 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 499], Speed: 206.883 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 509], Speed: 225.209 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 519], Speed: 198.957 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 529], Speed: 220.099 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 539], Speed: 222.445 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 549], Speed: 207.214 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 559], Speed: 187.545 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 569], Speed: 220.796 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 579], Speed: 208.010 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.839 [Epoch 79][Batch 589], Speed: 200.288 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 79][Batch 599], Speed: 212.671 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 79][Batch 609], Speed: 196.084 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 79][Batch 619], Speed: 202.972 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.839 [Epoch 79][Batch 629], Speed: 194.438 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 639], Speed: 228.995 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 649], Speed: 207.375 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 659], Speed: 207.721 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 669], Speed: 208.567 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 679], Speed: 225.211 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 689], Speed: 195.159 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 699], Speed: 225.412 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 709], Speed: 217.456 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 719], Speed: 216.228 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 729], Speed: 203.522 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 739], Speed: 203.308 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 749], Speed: 217.452 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 759], Speed: 220.910 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 769], Speed: 209.717 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 779], Speed: 213.918 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 789], Speed: 210.080 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.838 [Epoch 79][Batch 799], Speed: 200.434 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 809], Speed: 194.340 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 819], Speed: 224.298 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 829], Speed: 175.393 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 839], Speed: 221.492 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 849], Speed: 204.034 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 859], Speed: 210.938 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 869], Speed: 230.121 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 879], Speed: 225.726 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 889], Speed: 221.470 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.838 [Epoch 79][Batch 899], Speed: 220.545 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 909], Speed: 213.942 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 919], Speed: 215.844 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 929], Speed: 211.748 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 939], Speed: 222.587 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 949], Speed: 220.383 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 959], Speed: 213.508 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 969], Speed: 204.742 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 979], Speed: 217.008 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 989], Speed: 210.876 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 999], Speed: 210.880 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1009], Speed: 215.512 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1019], Speed: 223.240 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1029], Speed: 208.608 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1039], Speed: 222.544 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1049], Speed: 195.643 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1059], Speed: 224.158 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1069], Speed: 198.643 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1079], Speed: 213.067 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1089], Speed: 226.837 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1099], Speed: 214.512 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1109], Speed: 204.915 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1119], Speed: 220.664 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1129], Speed: 216.274 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1139], Speed: 209.549 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1149], Speed: 204.969 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1159], Speed: 216.715 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1169], Speed: 217.879 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 79][Batch 1179], Speed: 211.349 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 79][Batch 1189], Speed: 217.516 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 79][Batch 1199], Speed: 228.921 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 79][Batch 1209], Speed: 235.482 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 79][Batch 1219], Speed: 227.614 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 79] Training cost: 565.506, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 80][Batch 9], Speed: 225.609 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.229, HeatmapFocal=1.836 [Epoch 80][Batch 19], Speed: 212.850 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 80][Batch 29], Speed: 192.656 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 80][Batch 39], Speed: 208.310 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 80][Batch 49], Speed: 204.526 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 80][Batch 59], Speed: 217.804 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 80][Batch 69], Speed: 211.084 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 80][Batch 79], Speed: 228.244 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 80][Batch 89], Speed: 223.310 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 80][Batch 99], Speed: 186.236 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 80][Batch 109], Speed: 219.533 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 80][Batch 119], Speed: 211.802 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.836 [Epoch 80][Batch 129], Speed: 202.083 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 80][Batch 139], Speed: 215.714 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 80][Batch 149], Speed: 231.252 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 80][Batch 159], Speed: 230.642 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 80][Batch 169], Speed: 213.780 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 80][Batch 179], Speed: 223.056 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 80][Batch 189], Speed: 197.332 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 80][Batch 199], Speed: 213.213 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 80][Batch 209], Speed: 223.712 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 80][Batch 219], Speed: 212.912 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 229], Speed: 219.622 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 239], Speed: 200.005 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 249], Speed: 191.057 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 80][Batch 259], Speed: 230.389 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 269], Speed: 199.250 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 279], Speed: 194.760 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 289], Speed: 209.958 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 299], Speed: 201.201 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 309], Speed: 211.015 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 80][Batch 319], Speed: 232.364 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.835 [Epoch 80][Batch 329], Speed: 223.950 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 339], Speed: 214.499 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 349], Speed: 212.394 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 359], Speed: 209.853 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 369], Speed: 213.046 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 379], Speed: 227.401 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 389], Speed: 219.873 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 399], Speed: 209.015 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 409], Speed: 187.602 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 419], Speed: 211.185 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 429], Speed: 209.051 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 439], Speed: 229.167 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 449], Speed: 213.342 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 459], Speed: 224.366 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.835 [Epoch 80][Batch 469], Speed: 196.191 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 479], Speed: 206.246 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 489], Speed: 197.776 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 499], Speed: 227.258 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 509], Speed: 230.564 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 519], Speed: 198.714 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 529], Speed: 212.577 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 539], Speed: 216.354 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 549], Speed: 207.172 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 559], Speed: 229.456 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 569], Speed: 222.054 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 579], Speed: 185.073 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 589], Speed: 198.073 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 599], Speed: 215.359 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 609], Speed: 203.989 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 619], Speed: 234.274 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 629], Speed: 216.877 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 639], Speed: 201.052 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 649], Speed: 192.539 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 659], Speed: 217.604 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 669], Speed: 194.917 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 679], Speed: 232.327 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 689], Speed: 216.378 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 699], Speed: 214.825 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 709], Speed: 230.101 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 719], Speed: 212.745 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 729], Speed: 212.091 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 739], Speed: 232.537 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.834 [Epoch 80][Batch 749], Speed: 221.013 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 759], Speed: 223.461 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 769], Speed: 219.985 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 779], Speed: 219.630 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 789], Speed: 206.399 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 799], Speed: 211.004 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 809], Speed: 226.536 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 819], Speed: 208.298 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 829], Speed: 214.474 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 839], Speed: 215.951 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 849], Speed: 207.184 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 859], Speed: 214.467 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 869], Speed: 227.205 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 879], Speed: 211.664 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 889], Speed: 221.649 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 899], Speed: 215.219 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 909], Speed: 205.566 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 919], Speed: 214.953 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 929], Speed: 225.674 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 939], Speed: 222.314 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 949], Speed: 212.218 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 959], Speed: 194.219 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 969], Speed: 196.893 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 979], Speed: 223.832 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 989], Speed: 206.786 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 999], Speed: 221.319 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 1009], Speed: 211.088 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 1019], Speed: 218.169 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.833 [Epoch 80][Batch 1029], Speed: 205.179 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1039], Speed: 206.129 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1049], Speed: 224.337 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1059], Speed: 221.271 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1069], Speed: 219.441 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1079], Speed: 207.106 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1089], Speed: 210.043 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1099], Speed: 223.903 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1109], Speed: 194.665 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1119], Speed: 199.680 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1129], Speed: 204.019 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1139], Speed: 208.510 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1149], Speed: 226.094 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1159], Speed: 228.261 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1169], Speed: 235.932 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1179], Speed: 208.055 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1189], Speed: 242.805 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1199], Speed: 228.532 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1209], Speed: 214.276 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80][Batch 1219], Speed: 216.141 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80] Training cost: 570.985, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.832 [Epoch 80] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.266 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.445 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.275 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.086 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 ] = 0.415 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.381 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 ] = 0.141 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.419 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.619 person=38.0 bicycle=19.7 car=24.7 motorcycle=29.1 airplane=48.5 bus=47.9 train=49.2 truck=22.2 boat=13.6 traffic light=14.1 fire hydrant=48.0 stop sign=48.1 parking meter=28.4 bench=14.2 bird=21.2 cat=53.9 dog=44.4 horse=45.1 sheep=36.3 cow=36.8 elephant=50.8 bear=54.9 zebra=53.1 giraffe=55.6 backpack=6.3 umbrella=26.1 handbag=5.8 tie=16.9 suitcase=22.8 frisbee=38.2 skis=12.2 snowboard=15.3 sports ball=23.9 kite=23.0 baseball bat=14.1 baseball glove=20.4 skateboard=34.5 surfboard=19.3 tennis racket=28.2 bottle=18.4 wine glass=20.2 cup=24.2 fork=15.8 knife=5.7 spoon=3.7 bowl=25.5 banana=13.4 apple=9.8 sandwich=25.1 orange=22.9 broccoli=16.7 carrot=12.5 hot dog=22.1 pizza=38.2 donut=31.3 cake=20.9 chair=16.3 couch=29.1 potted plant=15.7 bed=26.8 dining table=16.9 toilet=47.5 tv=40.0 laptop=44.7 mouse=40.9 remote=12.1 keyboard=35.3 cell phone=18.4 microwave=42.5 oven=22.5 toaster=6.7 sink=22.8 refrigerator=39.3 book=2.2 clock=37.4 vase=22.9 scissors=13.4 teddy bear=33.8 hair drier=0.3 toothbrush=9.2 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =26.6 [Epoch 81][Batch 9], Speed: 227.467 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 81][Batch 19], Speed: 216.921 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 81][Batch 29], Speed: 221.660 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 81][Batch 39], Speed: 208.511 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 81][Batch 49], Speed: 203.155 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 81][Batch 59], Speed: 204.512 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.832 [Epoch 81][Batch 69], Speed: 206.640 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.832 [Epoch 81][Batch 79], Speed: 223.712 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 89], Speed: 236.353 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 99], Speed: 228.785 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 109], Speed: 209.202 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 119], Speed: 210.814 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 129], Speed: 218.672 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 139], Speed: 219.786 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 149], Speed: 245.050 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 159], Speed: 205.094 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 169], Speed: 218.415 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 179], Speed: 206.075 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 189], Speed: 192.508 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 199], Speed: 207.407 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 209], Speed: 199.448 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 219], Speed: 229.856 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 229], Speed: 208.225 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 239], Speed: 234.344 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 249], Speed: 224.755 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 259], Speed: 224.124 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 269], Speed: 203.690 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 279], Speed: 209.408 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 289], Speed: 210.778 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 299], Speed: 225.045 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 309], Speed: 191.593 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 319], Speed: 222.545 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 329], Speed: 223.737 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.831 [Epoch 81][Batch 339], Speed: 225.462 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 349], Speed: 191.320 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 359], Speed: 228.066 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 369], Speed: 214.030 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 379], Speed: 206.393 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 389], Speed: 226.266 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 399], Speed: 189.529 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 409], Speed: 220.191 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 419], Speed: 230.599 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 429], Speed: 213.266 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 439], Speed: 215.928 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 449], Speed: 196.913 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 459], Speed: 192.443 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 469], Speed: 219.286 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 479], Speed: 226.017 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 489], Speed: 212.088 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 499], Speed: 220.396 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 509], Speed: 221.598 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 519], Speed: 223.662 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 529], Speed: 222.305 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 539], Speed: 224.209 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 549], Speed: 216.814 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 559], Speed: 210.528 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 569], Speed: 191.662 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 579], Speed: 209.449 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 589], Speed: 193.825 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.830 [Epoch 81][Batch 599], Speed: 215.286 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.830 [Epoch 81][Batch 609], Speed: 210.443 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 619], Speed: 219.382 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 629], Speed: 222.703 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 639], Speed: 216.625 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 649], Speed: 214.263 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 659], Speed: 218.074 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 669], Speed: 220.365 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 679], Speed: 214.746 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 689], Speed: 218.529 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 699], Speed: 228.646 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 709], Speed: 219.354 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 719], Speed: 210.159 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 729], Speed: 210.998 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 739], Speed: 221.473 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 749], Speed: 217.340 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 759], Speed: 214.150 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 769], Speed: 219.468 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 779], Speed: 218.229 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 789], Speed: 201.879 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 799], Speed: 181.863 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 809], Speed: 208.050 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 819], Speed: 212.279 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 829], Speed: 223.785 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 839], Speed: 208.042 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 849], Speed: 221.048 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 859], Speed: 216.058 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 869], Speed: 217.804 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 879], Speed: 208.989 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.829 [Epoch 81][Batch 889], Speed: 216.497 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 899], Speed: 225.507 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 909], Speed: 212.122 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 919], Speed: 227.249 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 929], Speed: 218.769 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 939], Speed: 227.267 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 949], Speed: 215.181 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 959], Speed: 213.002 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 969], Speed: 195.908 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 979], Speed: 220.879 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 989], Speed: 226.229 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 999], Speed: 230.792 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1009], Speed: 200.663 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1019], Speed: 199.790 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1029], Speed: 218.687 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1039], Speed: 220.370 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1049], Speed: 207.911 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1059], Speed: 232.948 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1069], Speed: 222.758 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1079], Speed: 195.923 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1089], Speed: 226.694 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1099], Speed: 194.796 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1109], Speed: 216.200 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1119], Speed: 227.475 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1129], Speed: 228.067 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1139], Speed: 206.771 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1149], Speed: 203.653 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1159], Speed: 211.507 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1169], Speed: 218.743 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.828 [Epoch 81][Batch 1179], Speed: 216.567 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 81][Batch 1189], Speed: 208.342 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 81][Batch 1199], Speed: 195.369 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 81][Batch 1209], Speed: 203.094 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 81][Batch 1219], Speed: 238.170 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 81] Training cost: 560.424, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 9], Speed: 210.722 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 19], Speed: 214.076 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 82][Batch 29], Speed: 223.599 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 82][Batch 39], Speed: 214.400 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 82][Batch 49], Speed: 206.827 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=1.827 [Epoch 82][Batch 59], Speed: 211.479 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 69], Speed: 213.694 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 79], Speed: 216.399 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 89], Speed: 221.890 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 99], Speed: 228.721 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 109], Speed: 215.074 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 119], Speed: 210.545 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 129], Speed: 228.435 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 139], Speed: 201.982 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 149], Speed: 201.513 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 159], Speed: 211.317 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 169], Speed: 215.673 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 179], Speed: 205.713 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 189], Speed: 225.358 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 199], Speed: 202.538 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 209], Speed: 231.337 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 219], Speed: 217.040 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.827 [Epoch 82][Batch 229], Speed: 231.070 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 239], Speed: 205.069 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 249], Speed: 211.344 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 259], Speed: 197.559 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 269], Speed: 225.080 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 279], Speed: 195.585 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 289], Speed: 210.015 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 299], Speed: 202.184 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 309], Speed: 215.024 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 319], Speed: 218.842 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 329], Speed: 227.795 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 339], Speed: 216.361 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 349], Speed: 230.291 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 359], Speed: 195.508 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 369], Speed: 208.639 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 379], Speed: 219.187 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 389], Speed: 213.626 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 399], Speed: 196.086 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 409], Speed: 233.598 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 419], Speed: 211.263 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 429], Speed: 197.330 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 439], Speed: 223.890 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 449], Speed: 233.757 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 459], Speed: 213.140 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 469], Speed: 228.212 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 479], Speed: 192.462 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 489], Speed: 210.451 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.826 [Epoch 82][Batch 499], Speed: 213.124 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 509], Speed: 231.110 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 519], Speed: 217.013 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 529], Speed: 233.758 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 539], Speed: 217.706 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 549], Speed: 211.474 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 559], Speed: 216.914 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 569], Speed: 239.526 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 579], Speed: 231.567 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 589], Speed: 225.321 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 599], Speed: 213.958 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 609], Speed: 199.308 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 619], Speed: 206.060 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 629], Speed: 226.818 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 639], Speed: 221.393 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 649], Speed: 238.033 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 659], Speed: 172.272 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 669], Speed: 213.550 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 679], Speed: 222.245 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 689], Speed: 230.197 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 699], Speed: 220.702 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 709], Speed: 219.678 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 719], Speed: 202.393 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 729], Speed: 222.061 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 739], Speed: 212.029 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 749], Speed: 219.927 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 759], Speed: 204.566 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 769], Speed: 239.215 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.825 [Epoch 82][Batch 779], Speed: 217.189 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 789], Speed: 222.865 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 799], Speed: 208.406 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 809], Speed: 229.177 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 819], Speed: 225.214 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 829], Speed: 232.122 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 839], Speed: 203.176 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 849], Speed: 214.809 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 859], Speed: 211.995 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 869], Speed: 215.576 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 879], Speed: 220.105 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 889], Speed: 238.191 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 899], Speed: 205.978 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 909], Speed: 220.653 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 919], Speed: 206.017 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 929], Speed: 219.288 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 939], Speed: 215.322 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 949], Speed: 224.949 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 959], Speed: 211.151 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 969], Speed: 197.531 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 979], Speed: 216.144 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 989], Speed: 214.578 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 999], Speed: 220.158 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 1009], Speed: 232.142 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 1019], Speed: 208.978 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 1029], Speed: 202.277 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 1039], Speed: 223.248 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 1049], Speed: 239.569 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.824 [Epoch 82][Batch 1059], Speed: 219.612 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1069], Speed: 210.393 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1079], Speed: 218.237 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1089], Speed: 191.807 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1099], Speed: 214.461 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1109], Speed: 222.787 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1119], Speed: 236.242 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1129], Speed: 220.549 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1139], Speed: 234.317 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1149], Speed: 232.179 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1159], Speed: 210.191 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1169], Speed: 217.292 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1179], Speed: 234.867 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1189], Speed: 225.910 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1199], Speed: 206.134 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1209], Speed: 194.480 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82][Batch 1219], Speed: 214.136 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 82] Training cost: 559.674, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 83][Batch 9], Speed: 232.989 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.229, HeatmapFocal=1.823 [Epoch 83][Batch 19], Speed: 213.054 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 83][Batch 29], Speed: 227.837 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 83][Batch 39], Speed: 198.410 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 83][Batch 49], Speed: 210.494 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 83][Batch 59], Speed: 218.684 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.823 [Epoch 83][Batch 69], Speed: 223.025 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 83][Batch 79], Speed: 229.768 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 83][Batch 89], Speed: 226.733 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 83][Batch 99], Speed: 188.565 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 83][Batch 109], Speed: 226.454 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 83][Batch 119], Speed: 205.787 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.823 [Epoch 83][Batch 129], Speed: 220.022 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 139], Speed: 220.399 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 149], Speed: 234.733 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 159], Speed: 216.612 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 169], Speed: 218.547 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 179], Speed: 202.144 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 189], Speed: 234.358 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 199], Speed: 220.869 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 209], Speed: 204.120 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 219], Speed: 225.170 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 229], Speed: 222.869 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 239], Speed: 216.495 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 249], Speed: 203.259 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 259], Speed: 226.567 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 269], Speed: 192.338 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 279], Speed: 226.474 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 289], Speed: 213.657 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 299], Speed: 214.287 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 309], Speed: 211.880 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 319], Speed: 227.152 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 329], Speed: 218.298 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 339], Speed: 228.451 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.822 [Epoch 83][Batch 349], Speed: 225.373 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 359], Speed: 208.974 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 369], Speed: 212.807 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 379], Speed: 220.510 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 389], Speed: 209.449 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 399], Speed: 222.953 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.822 [Epoch 83][Batch 409], Speed: 223.270 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 83][Batch 419], Speed: 208.278 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 429], Speed: 194.948 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 83][Batch 439], Speed: 217.006 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 83][Batch 449], Speed: 233.241 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 83][Batch 459], Speed: 208.811 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 83][Batch 469], Speed: 225.810 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 83][Batch 479], Speed: 205.995 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 83][Batch 489], Speed: 207.505 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 83][Batch 499], Speed: 213.338 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 509], Speed: 202.606 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 83][Batch 519], Speed: 223.164 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.821 [Epoch 83][Batch 529], Speed: 225.517 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 539], Speed: 208.021 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 549], Speed: 218.763 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 559], Speed: 224.276 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 569], Speed: 209.161 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 579], Speed: 200.501 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 589], Speed: 224.114 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 599], Speed: 210.822 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 609], Speed: 207.755 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 619], Speed: 209.352 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 629], Speed: 224.510 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 639], Speed: 224.693 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 649], Speed: 229.470 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 659], Speed: 197.285 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 669], Speed: 214.207 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 679], Speed: 209.861 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 689], Speed: 209.366 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.821 [Epoch 83][Batch 699], Speed: 221.856 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 709], Speed: 217.589 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 719], Speed: 208.463 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 729], Speed: 205.857 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 739], Speed: 215.246 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 749], Speed: 224.384 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 759], Speed: 219.749 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 769], Speed: 210.609 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 779], Speed: 205.059 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 789], Speed: 207.827 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 799], Speed: 226.566 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 809], Speed: 221.490 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 819], Speed: 206.268 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 829], Speed: 207.997 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 839], Speed: 212.361 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 849], Speed: 210.099 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 859], Speed: 224.451 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 869], Speed: 225.879 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 879], Speed: 202.617 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 889], Speed: 226.551 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 899], Speed: 208.352 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 909], Speed: 210.814 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 919], Speed: 191.568 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 929], Speed: 212.195 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 939], Speed: 218.658 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 949], Speed: 212.214 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 959], Speed: 201.416 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 969], Speed: 214.798 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 979], Speed: 220.808 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.820 [Epoch 83][Batch 989], Speed: 216.578 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 999], Speed: 226.603 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1009], Speed: 222.610 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1019], Speed: 209.158 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1029], Speed: 194.431 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1039], Speed: 206.020 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1049], Speed: 190.016 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1059], Speed: 223.069 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1069], Speed: 208.896 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1079], Speed: 213.823 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1089], Speed: 207.712 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1099], Speed: 211.412 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1109], Speed: 211.205 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1119], Speed: 206.557 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1129], Speed: 202.918 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1139], Speed: 206.466 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1149], Speed: 217.019 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1159], Speed: 209.136 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1169], Speed: 211.604 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1179], Speed: 234.151 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1189], Speed: 233.108 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1199], Speed: 226.373 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1209], Speed: 208.000 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83][Batch 1219], Speed: 206.253 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 83] Training cost: 562.790, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 84][Batch 9], Speed: 221.062 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 84][Batch 19], Speed: 219.874 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 84][Batch 29], Speed: 212.439 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 84][Batch 39], Speed: 206.534 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.819 [Epoch 84][Batch 49], Speed: 197.905 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.819 [Epoch 84][Batch 59], Speed: 210.810 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 84][Batch 69], Speed: 201.305 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 84][Batch 79], Speed: 218.695 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 84][Batch 89], Speed: 203.643 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 84][Batch 99], Speed: 204.385 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 84][Batch 109], Speed: 216.332 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 84][Batch 119], Speed: 221.856 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 129], Speed: 204.271 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.818 [Epoch 84][Batch 139], Speed: 216.180 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 149], Speed: 212.272 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 159], Speed: 207.856 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 169], Speed: 199.495 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 179], Speed: 212.356 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 189], Speed: 207.735 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 199], Speed: 206.064 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 209], Speed: 226.184 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 219], Speed: 229.436 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 229], Speed: 207.043 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 239], Speed: 214.297 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 249], Speed: 200.926 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 259], Speed: 204.833 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 269], Speed: 218.040 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 279], Speed: 228.995 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 289], Speed: 223.684 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 299], Speed: 203.104 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 309], Speed: 211.708 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 319], Speed: 210.415 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 329], Speed: 204.886 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.818 [Epoch 84][Batch 339], Speed: 223.850 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 349], Speed: 209.335 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 359], Speed: 202.952 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 369], Speed: 211.145 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 379], Speed: 221.027 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 389], Speed: 222.923 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 399], Speed: 197.475 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 409], Speed: 222.915 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 419], Speed: 217.082 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 429], Speed: 193.818 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 439], Speed: 207.208 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 449], Speed: 222.326 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 459], Speed: 232.683 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 469], Speed: 203.710 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 479], Speed: 205.083 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 489], Speed: 209.478 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 499], Speed: 195.395 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 509], Speed: 222.538 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.817 [Epoch 84][Batch 519], Speed: 221.494 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 529], Speed: 221.628 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 539], Speed: 209.872 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 549], Speed: 213.125 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 559], Speed: 216.412 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 569], Speed: 232.966 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 579], Speed: 221.449 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 589], Speed: 221.997 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 599], Speed: 222.233 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 609], Speed: 210.962 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 619], Speed: 223.847 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.817 [Epoch 84][Batch 629], Speed: 222.366 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 639], Speed: 236.227 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 649], Speed: 215.237 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 659], Speed: 204.371 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 669], Speed: 210.040 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 679], Speed: 228.507 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 689], Speed: 213.378 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 699], Speed: 216.310 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 709], Speed: 225.847 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 719], Speed: 200.458 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 729], Speed: 198.645 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 739], Speed: 203.209 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 749], Speed: 219.640 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 759], Speed: 220.802 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 769], Speed: 235.796 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 779], Speed: 209.842 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 789], Speed: 207.739 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 799], Speed: 233.202 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 809], Speed: 223.014 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 819], Speed: 217.258 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 829], Speed: 205.693 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 839], Speed: 216.586 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 849], Speed: 198.561 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 859], Speed: 225.949 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 869], Speed: 207.990 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 879], Speed: 227.598 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 889], Speed: 222.006 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 899], Speed: 204.438 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 909], Speed: 196.278 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.816 [Epoch 84][Batch 919], Speed: 228.417 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 929], Speed: 223.532 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 939], Speed: 221.746 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 949], Speed: 229.770 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 959], Speed: 195.204 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 969], Speed: 193.050 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 979], Speed: 222.090 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 989], Speed: 223.361 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 999], Speed: 217.623 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1009], Speed: 224.128 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1019], Speed: 213.092 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1029], Speed: 206.879 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1039], Speed: 231.610 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1049], Speed: 216.547 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1059], Speed: 218.555 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1069], Speed: 196.970 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1079], Speed: 213.259 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1089], Speed: 200.303 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1099], Speed: 223.840 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1109], Speed: 238.523 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1119], Speed: 228.411 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1129], Speed: 237.204 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1139], Speed: 211.556 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1149], Speed: 206.904 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1159], Speed: 223.810 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1169], Speed: 216.010 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1179], Speed: 228.845 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1189], Speed: 235.906 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1199], Speed: 217.359 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.815 [Epoch 84][Batch 1209], Speed: 226.171 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 84][Batch 1219], Speed: 221.982 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 84] Training cost: 564.843, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 9], Speed: 204.891 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.229, HeatmapFocal=1.814 [Epoch 85][Batch 19], Speed: 232.001 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.228, HeatmapFocal=1.814 [Epoch 85][Batch 29], Speed: 227.387 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 85][Batch 39], Speed: 201.696 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 85][Batch 49], Speed: 211.562 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 85][Batch 59], Speed: 214.132 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 85][Batch 69], Speed: 212.941 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 85][Batch 79], Speed: 225.820 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.814 [Epoch 85][Batch 89], Speed: 222.593 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 99], Speed: 225.403 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 109], Speed: 220.114 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 119], Speed: 210.091 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 129], Speed: 217.468 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 139], Speed: 230.381 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 149], Speed: 217.351 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 159], Speed: 225.300 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 169], Speed: 215.012 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 179], Speed: 219.301 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 189], Speed: 206.424 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 199], Speed: 234.141 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 209], Speed: 202.580 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 219], Speed: 223.087 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 229], Speed: 208.196 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 239], Speed: 207.243 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 249], Speed: 189.989 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 259], Speed: 226.830 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 269], Speed: 207.395 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.814 [Epoch 85][Batch 279], Speed: 211.268 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 289], Speed: 219.822 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 299], Speed: 210.401 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 309], Speed: 210.889 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 319], Speed: 220.300 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 329], Speed: 202.912 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 339], Speed: 225.911 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 349], Speed: 194.587 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 359], Speed: 205.248 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 369], Speed: 212.586 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 379], Speed: 218.935 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 389], Speed: 209.561 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 399], Speed: 237.920 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 409], Speed: 209.647 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 419], Speed: 218.887 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 429], Speed: 209.102 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 439], Speed: 217.905 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 449], Speed: 212.624 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 459], Speed: 224.289 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 469], Speed: 222.750 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 479], Speed: 206.349 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 489], Speed: 213.127 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 499], Speed: 213.569 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 509], Speed: 219.959 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 519], Speed: 205.331 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 529], Speed: 212.673 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 539], Speed: 213.616 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 549], Speed: 212.071 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.813 [Epoch 85][Batch 559], Speed: 233.335 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 569], Speed: 215.699 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 579], Speed: 214.642 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 589], Speed: 204.590 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 85][Batch 599], Speed: 217.517 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 85][Batch 609], Speed: 202.452 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 85][Batch 619], Speed: 217.170 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 85][Batch 629], Speed: 210.990 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.812 [Epoch 85][Batch 639], Speed: 211.472 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 649], Speed: 217.943 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 659], Speed: 202.722 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 669], Speed: 222.359 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 679], Speed: 220.652 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 689], Speed: 210.515 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 699], Speed: 222.803 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 709], Speed: 212.123 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 719], Speed: 197.573 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 729], Speed: 215.961 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 739], Speed: 207.284 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 749], Speed: 215.352 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 759], Speed: 201.681 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 769], Speed: 209.390 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 779], Speed: 196.037 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 789], Speed: 211.634 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 799], Speed: 201.183 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 809], Speed: 216.048 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 819], Speed: 219.760 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 829], Speed: 220.388 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 839], Speed: 203.549 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 849], Speed: 202.491 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.812 [Epoch 85][Batch 859], Speed: 187.227 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 869], Speed: 211.159 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 879], Speed: 199.825 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 889], Speed: 223.110 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 899], Speed: 212.435 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 909], Speed: 217.603 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 919], Speed: 216.034 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 929], Speed: 222.843 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 939], Speed: 211.195 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 949], Speed: 228.708 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 959], Speed: 199.410 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 969], Speed: 210.162 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 979], Speed: 223.936 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 989], Speed: 217.772 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 999], Speed: 218.713 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1009], Speed: 212.865 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1019], Speed: 216.612 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1029], Speed: 207.067 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1039], Speed: 218.548 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1049], Speed: 220.864 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1059], Speed: 209.851 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1069], Speed: 208.004 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1079], Speed: 201.280 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1089], Speed: 210.054 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1099], Speed: 218.928 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 85][Batch 1109], Speed: 189.890 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1119], Speed: 224.527 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1129], Speed: 248.733 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1139], Speed: 233.018 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.811 [Epoch 85][Batch 1149], Speed: 213.670 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 85][Batch 1159], Speed: 231.670 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.811 [Epoch 85][Batch 1169], Speed: 241.580 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 85][Batch 1179], Speed: 227.041 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 85][Batch 1189], Speed: 232.286 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 85][Batch 1199], Speed: 234.017 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 85][Batch 1209], Speed: 212.375 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 85][Batch 1219], Speed: 233.072 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 85] Training cost: 563.501, WHL1=0.267, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 9], Speed: 214.561 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 19], Speed: 209.659 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 29], Speed: 226.433 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 39], Speed: 223.488 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 49], Speed: 187.139 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 59], Speed: 223.124 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 69], Speed: 194.485 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 79], Speed: 227.537 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 89], Speed: 232.748 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 99], Speed: 219.534 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 109], Speed: 197.473 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 119], Speed: 204.820 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 129], Speed: 220.218 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 139], Speed: 212.638 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 149], Speed: 216.076 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 159], Speed: 215.508 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 169], Speed: 222.205 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 179], Speed: 226.125 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.227, HeatmapFocal=1.810 [Epoch 86][Batch 189], Speed: 208.348 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 199], Speed: 228.721 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 209], Speed: 222.558 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 219], Speed: 207.865 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 229], Speed: 222.261 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 239], Speed: 228.229 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.810 [Epoch 86][Batch 249], Speed: 231.851 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 259], Speed: 212.513 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 269], Speed: 199.521 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 279], Speed: 206.735 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 289], Speed: 203.718 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 299], Speed: 215.226 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 309], Speed: 227.552 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 319], Speed: 227.510 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 329], Speed: 209.751 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 339], Speed: 222.211 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 349], Speed: 214.386 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 359], Speed: 194.050 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 369], Speed: 210.593 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 379], Speed: 223.840 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 389], Speed: 211.487 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 399], Speed: 223.992 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 409], Speed: 212.500 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 419], Speed: 209.070 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 429], Speed: 222.251 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 439], Speed: 235.841 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 449], Speed: 219.821 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 459], Speed: 232.010 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 469], Speed: 229.409 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 479], Speed: 211.902 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 489], Speed: 199.558 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 499], Speed: 219.419 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 509], Speed: 217.528 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 519], Speed: 193.624 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 529], Speed: 212.607 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 539], Speed: 188.138 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.809 [Epoch 86][Batch 549], Speed: 211.066 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 559], Speed: 227.982 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 569], Speed: 212.323 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 579], Speed: 214.290 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 589], Speed: 222.916 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 599], Speed: 211.279 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 609], Speed: 212.212 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 619], Speed: 206.623 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 629], Speed: 207.852 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 639], Speed: 194.795 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 649], Speed: 229.197 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 659], Speed: 238.508 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 669], Speed: 211.932 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 679], Speed: 231.491 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 689], Speed: 207.348 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 699], Speed: 227.969 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 709], Speed: 227.242 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 719], Speed: 236.325 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 729], Speed: 212.242 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 739], Speed: 216.732 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 749], Speed: 184.232 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 759], Speed: 218.946 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 769], Speed: 226.159 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 779], Speed: 196.249 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 789], Speed: 230.528 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 799], Speed: 223.086 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 809], Speed: 226.715 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 819], Speed: 220.719 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 829], Speed: 222.750 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 839], Speed: 222.427 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.808 [Epoch 86][Batch 849], Speed: 209.721 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 859], Speed: 227.707 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 869], Speed: 203.256 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 879], Speed: 221.634 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 889], Speed: 223.406 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 899], Speed: 220.309 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 909], Speed: 221.039 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 919], Speed: 226.459 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 929], Speed: 191.347 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 939], Speed: 192.967 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 949], Speed: 220.267 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 959], Speed: 194.024 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 969], Speed: 217.104 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 979], Speed: 206.338 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 989], Speed: 218.360 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 999], Speed: 229.334 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1009], Speed: 203.291 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1019], Speed: 224.866 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1029], Speed: 220.166 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1039], Speed: 229.782 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1049], Speed: 218.273 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1059], Speed: 225.229 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1069], Speed: 232.342 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1079], Speed: 176.693 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1089], Speed: 181.255 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1099], Speed: 228.141 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1109], Speed: 236.180 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1119], Speed: 219.073 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1129], Speed: 215.694 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1139], Speed: 223.154 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1149], Speed: 213.250 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1159], Speed: 228.726 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.807 [Epoch 86][Batch 1169], Speed: 221.398 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 86][Batch 1179], Speed: 218.775 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 86][Batch 1189], Speed: 211.721 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 86][Batch 1199], Speed: 208.768 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 86][Batch 1209], Speed: 202.422 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 86][Batch 1219], Speed: 214.854 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 86] Training cost: 565.177, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 87][Batch 9], Speed: 210.550 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 87][Batch 19], Speed: 210.994 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.806 [Epoch 87][Batch 29], Speed: 219.851 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 39], Speed: 211.338 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.806 [Epoch 87][Batch 49], Speed: 187.367 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 59], Speed: 202.189 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 69], Speed: 226.161 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 79], Speed: 213.790 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 89], Speed: 230.786 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 99], Speed: 192.415 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 109], Speed: 234.104 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 119], Speed: 219.639 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 129], Speed: 203.364 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 139], Speed: 227.087 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 149], Speed: 226.275 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 159], Speed: 215.995 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 169], Speed: 187.950 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 179], Speed: 218.458 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 189], Speed: 203.903 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 199], Speed: 228.317 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 209], Speed: 218.616 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 219], Speed: 214.229 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 229], Speed: 222.015 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.806 [Epoch 87][Batch 239], Speed: 223.167 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 249], Speed: 200.160 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 259], Speed: 224.357 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 269], Speed: 191.485 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 279], Speed: 218.980 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 289], Speed: 222.836 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 299], Speed: 197.469 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 309], Speed: 204.499 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 319], Speed: 220.792 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 329], Speed: 224.362 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 339], Speed: 216.247 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 349], Speed: 231.233 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 359], Speed: 216.234 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 369], Speed: 205.789 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 379], Speed: 185.614 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 389], Speed: 220.558 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 399], Speed: 224.326 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 409], Speed: 235.953 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 419], Speed: 216.228 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 429], Speed: 212.859 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 439], Speed: 224.612 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 449], Speed: 232.163 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 459], Speed: 214.885 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 469], Speed: 198.899 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 479], Speed: 219.271 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 489], Speed: 193.407 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 499], Speed: 220.156 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 509], Speed: 219.798 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 519], Speed: 220.873 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 529], Speed: 224.330 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.227, HeatmapFocal=1.805 [Epoch 87][Batch 539], Speed: 202.837 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.805 [Epoch 87][Batch 549], Speed: 207.494 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 559], Speed: 219.236 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 569], Speed: 211.958 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 579], Speed: 219.111 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 589], Speed: 231.063 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 599], Speed: 205.316 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 609], Speed: 207.065 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 619], Speed: 218.784 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 629], Speed: 198.310 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 639], Speed: 222.355 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 649], Speed: 222.910 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 659], Speed: 209.196 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 669], Speed: 194.019 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 679], Speed: 198.914 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 689], Speed: 227.839 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 699], Speed: 201.142 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 709], Speed: 228.137 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 719], Speed: 215.655 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 729], Speed: 189.968 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 739], Speed: 221.676 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 749], Speed: 221.020 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 759], Speed: 209.149 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 769], Speed: 210.067 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 779], Speed: 227.137 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 789], Speed: 210.861 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 799], Speed: 211.335 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 809], Speed: 217.781 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 819], Speed: 227.406 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 829], Speed: 235.197 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 839], Speed: 211.044 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.804 [Epoch 87][Batch 849], Speed: 197.454 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 859], Speed: 222.537 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 869], Speed: 193.066 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 879], Speed: 217.026 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 889], Speed: 198.985 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 899], Speed: 212.806 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 909], Speed: 211.853 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 919], Speed: 224.149 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 929], Speed: 225.832 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 939], Speed: 211.769 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 949], Speed: 234.148 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 959], Speed: 191.512 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 969], Speed: 206.556 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 979], Speed: 228.777 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 989], Speed: 200.684 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 999], Speed: 203.813 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1009], Speed: 219.829 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1019], Speed: 197.552 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1029], Speed: 199.234 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1039], Speed: 186.917 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1049], Speed: 220.454 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1059], Speed: 219.377 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1069], Speed: 230.257 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1079], Speed: 221.027 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1089], Speed: 208.021 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1099], Speed: 206.423 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1109], Speed: 230.395 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1119], Speed: 210.086 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1129], Speed: 206.623 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1139], Speed: 219.104 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1149], Speed: 223.485 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1159], Speed: 232.754 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.803 [Epoch 87][Batch 1169], Speed: 216.844 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 87][Batch 1179], Speed: 220.217 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 87][Batch 1189], Speed: 222.745 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 87][Batch 1199], Speed: 241.354 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 87][Batch 1209], Speed: 215.935 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 87][Batch 1219], Speed: 201.786 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 87] Training cost: 562.668, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 9], Speed: 206.366 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.802 [Epoch 88][Batch 19], Speed: 209.348 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 88][Batch 29], Speed: 214.481 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.224, HeatmapFocal=1.802 [Epoch 88][Batch 39], Speed: 218.004 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.802 [Epoch 88][Batch 49], Speed: 202.983 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 59], Speed: 212.457 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 69], Speed: 214.446 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 79], Speed: 217.219 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 89], Speed: 214.416 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 99], Speed: 228.716 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 109], Speed: 209.472 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 119], Speed: 222.767 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 129], Speed: 216.103 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 139], Speed: 217.917 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 149], Speed: 221.585 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 159], Speed: 194.866 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 169], Speed: 203.879 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 179], Speed: 224.820 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 189], Speed: 204.651 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 199], Speed: 210.619 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 209], Speed: 219.538 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 219], Speed: 220.328 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 229], Speed: 231.210 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 239], Speed: 214.235 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.802 [Epoch 88][Batch 249], Speed: 218.119 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 259], Speed: 209.103 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 269], Speed: 215.107 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 279], Speed: 220.984 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 289], Speed: 232.220 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 299], Speed: 220.054 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 309], Speed: 208.700 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 319], Speed: 216.433 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 329], Speed: 229.708 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 339], Speed: 220.948 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 349], Speed: 193.619 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 359], Speed: 202.027 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 369], Speed: 218.780 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 379], Speed: 215.521 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 389], Speed: 224.156 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 399], Speed: 202.910 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 409], Speed: 224.107 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 419], Speed: 221.052 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 429], Speed: 206.023 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 439], Speed: 206.897 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 449], Speed: 225.745 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 459], Speed: 205.119 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 469], Speed: 221.137 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 479], Speed: 218.393 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 489], Speed: 191.594 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 499], Speed: 200.692 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 509], Speed: 221.823 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 519], Speed: 219.204 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 529], Speed: 225.251 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 539], Speed: 213.687 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 549], Speed: 211.548 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.801 [Epoch 88][Batch 559], Speed: 200.649 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 569], Speed: 184.471 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 579], Speed: 200.138 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 589], Speed: 200.026 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 599], Speed: 182.336 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 609], Speed: 208.764 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 619], Speed: 222.058 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 629], Speed: 197.257 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 639], Speed: 211.131 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 649], Speed: 205.687 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 659], Speed: 215.469 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 669], Speed: 216.254 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 679], Speed: 212.901 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 689], Speed: 205.086 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 699], Speed: 186.686 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 709], Speed: 217.535 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 719], Speed: 216.560 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 729], Speed: 207.544 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 739], Speed: 204.869 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 749], Speed: 208.135 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 759], Speed: 220.514 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 769], Speed: 227.781 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 779], Speed: 198.997 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 789], Speed: 210.202 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 799], Speed: 195.324 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 809], Speed: 204.757 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 819], Speed: 196.549 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 829], Speed: 223.887 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 839], Speed: 217.737 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 849], Speed: 189.067 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 859], Speed: 193.404 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.800 [Epoch 88][Batch 869], Speed: 199.636 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 879], Speed: 227.885 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 889], Speed: 224.787 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 899], Speed: 211.941 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 909], Speed: 214.484 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 919], Speed: 218.111 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 929], Speed: 225.713 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 939], Speed: 219.371 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 949], Speed: 224.978 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 959], Speed: 217.571 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 969], Speed: 221.093 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 979], Speed: 203.591 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 989], Speed: 226.120 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 999], Speed: 224.888 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1009], Speed: 230.369 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1019], Speed: 210.090 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1029], Speed: 211.563 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1039], Speed: 192.264 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1049], Speed: 205.394 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1059], Speed: 219.657 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1069], Speed: 237.962 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1079], Speed: 219.269 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1089], Speed: 217.796 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1099], Speed: 213.291 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1109], Speed: 200.524 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1119], Speed: 226.607 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1129], Speed: 240.214 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1139], Speed: 231.220 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1149], Speed: 207.968 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1159], Speed: 218.351 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1169], Speed: 207.634 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1179], Speed: 211.109 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.799 [Epoch 88][Batch 1189], Speed: 215.188 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 88][Batch 1199], Speed: 250.374 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 88][Batch 1209], Speed: 210.567 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 88][Batch 1219], Speed: 225.721 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 88] Training cost: 565.799, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 9], Speed: 194.031 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.228, HeatmapFocal=1.798 [Epoch 89][Batch 19], Speed: 221.025 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 89][Batch 29], Speed: 199.812 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 39], Speed: 192.163 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.798 [Epoch 89][Batch 49], Speed: 211.265 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 59], Speed: 213.084 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 69], Speed: 207.870 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 79], Speed: 219.611 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 89], Speed: 224.061 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 99], Speed: 205.192 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 109], Speed: 219.100 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 119], Speed: 220.562 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 129], Speed: 211.316 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 139], Speed: 226.723 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 149], Speed: 228.470 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.798 [Epoch 89][Batch 159], Speed: 214.205 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 169], Speed: 208.628 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 179], Speed: 244.934 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 189], Speed: 198.124 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 199], Speed: 226.267 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 209], Speed: 218.225 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 219], Speed: 210.013 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 229], Speed: 225.165 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 239], Speed: 226.999 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 249], Speed: 217.786 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 259], Speed: 223.999 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 269], Speed: 183.716 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.798 [Epoch 89][Batch 279], Speed: 191.589 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 289], Speed: 194.585 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 299], Speed: 225.221 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 309], Speed: 211.609 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 319], Speed: 225.644 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 329], Speed: 201.823 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 339], Speed: 221.707 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 349], Speed: 212.251 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 359], Speed: 223.713 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 369], Speed: 195.355 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 379], Speed: 218.004 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 389], Speed: 222.447 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 399], Speed: 197.790 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 409], Speed: 224.742 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 419], Speed: 187.640 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 429], Speed: 217.016 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 439], Speed: 208.916 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 449], Speed: 209.773 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 459], Speed: 220.209 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 469], Speed: 226.937 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 479], Speed: 221.346 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 489], Speed: 212.874 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 499], Speed: 229.506 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 509], Speed: 221.994 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 519], Speed: 225.545 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 529], Speed: 213.722 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 539], Speed: 231.265 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 549], Speed: 212.972 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 559], Speed: 217.960 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 569], Speed: 220.490 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 579], Speed: 186.868 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.797 [Epoch 89][Batch 589], Speed: 172.547 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 599], Speed: 201.896 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 609], Speed: 198.245 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 619], Speed: 227.192 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 629], Speed: 198.390 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 639], Speed: 226.281 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 649], Speed: 203.656 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 659], Speed: 211.852 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 669], Speed: 209.195 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 679], Speed: 221.687 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 689], Speed: 219.772 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 699], Speed: 230.134 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 709], Speed: 195.336 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 719], Speed: 203.418 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 729], Speed: 208.989 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 739], Speed: 198.668 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 749], Speed: 216.472 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 759], Speed: 223.900 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 769], Speed: 214.718 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 779], Speed: 223.320 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 789], Speed: 212.386 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 799], Speed: 216.120 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 809], Speed: 221.954 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 819], Speed: 220.286 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 829], Speed: 192.112 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 839], Speed: 215.394 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 849], Speed: 205.316 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 859], Speed: 214.833 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 869], Speed: 209.719 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 879], Speed: 223.802 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 889], Speed: 208.259 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 899], Speed: 228.569 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 909], Speed: 207.710 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.796 [Epoch 89][Batch 919], Speed: 209.176 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 929], Speed: 209.014 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 939], Speed: 209.454 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 949], Speed: 219.637 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 959], Speed: 232.611 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 969], Speed: 198.632 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 979], Speed: 204.369 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 989], Speed: 205.618 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 999], Speed: 228.864 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1009], Speed: 186.063 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1019], Speed: 203.530 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1029], Speed: 197.785 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1039], Speed: 216.237 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1049], Speed: 213.720 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1059], Speed: 227.680 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1069], Speed: 210.222 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1079], Speed: 212.239 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1089], Speed: 210.155 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1099], Speed: 226.893 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1109], Speed: 220.771 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1119], Speed: 212.638 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1129], Speed: 220.682 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1139], Speed: 215.377 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1149], Speed: 224.842 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1159], Speed: 238.073 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1169], Speed: 229.524 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1179], Speed: 195.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1189], Speed: 218.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1199], Speed: 200.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1209], Speed: 217.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89][Batch 1219], Speed: 202.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 89] Training cost: 565.826, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.795 [Epoch 90][Batch 9], Speed: 197.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.272, CenterRegL1=0.223, HeatmapFocal=1.795 [Epoch 90][Batch 19], Speed: 212.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.266, CenterRegL1=0.223, HeatmapFocal=1.794 [Epoch 90][Batch 29], Speed: 221.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.258, CenterRegL1=0.223, HeatmapFocal=1.794 [Epoch 90][Batch 39], Speed: 214.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.257, CenterRegL1=0.223, HeatmapFocal=1.794 [Epoch 90][Batch 49], Speed: 193.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 59], Speed: 181.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 69], Speed: 235.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 79], Speed: 224.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 89], Speed: 200.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 99], Speed: 193.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 109], Speed: 218.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 119], Speed: 222.653 samples/sec, LR=3.7500000000000003e-05, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 129], Speed: 210.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 139], Speed: 221.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 149], Speed: 232.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 159], Speed: 195.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 90][Batch 169], Speed: 213.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 179], Speed: 219.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 189], Speed: 213.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 199], Speed: 217.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 209], Speed: 223.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 219], Speed: 223.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 229], Speed: 225.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 239], Speed: 218.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 249], Speed: 196.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 259], Speed: 215.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 269], Speed: 228.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 279], Speed: 208.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.794 [Epoch 90][Batch 289], Speed: 188.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 299], Speed: 218.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 309], Speed: 218.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 319], Speed: 212.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 329], Speed: 218.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 339], Speed: 219.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 349], Speed: 226.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 359], Speed: 217.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 369], Speed: 201.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 379], Speed: 187.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 389], Speed: 210.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 399], Speed: 219.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 409], Speed: 216.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 419], Speed: 213.748 samples/sec, LR=3.7500000000000003e-05, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 429], Speed: 216.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 439], Speed: 196.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 449], Speed: 216.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 459], Speed: 203.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 469], Speed: 219.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 479], Speed: 190.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 489], Speed: 219.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.247, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 499], Speed: 210.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 509], Speed: 215.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 519], Speed: 225.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.793 [Epoch 90][Batch 529], Speed: 216.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 539], Speed: 215.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 549], Speed: 220.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 559], Speed: 217.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 569], Speed: 218.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 579], Speed: 226.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 589], Speed: 224.668 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 599], Speed: 213.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.246, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 609], Speed: 213.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 619], Speed: 209.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 629], Speed: 226.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 639], Speed: 213.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 649], Speed: 215.744 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 659], Speed: 217.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 669], Speed: 219.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 679], Speed: 212.877 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 689], Speed: 201.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 699], Speed: 221.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 709], Speed: 233.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 719], Speed: 220.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 729], Speed: 210.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 739], Speed: 214.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 749], Speed: 214.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 759], Speed: 215.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 769], Speed: 222.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 779], Speed: 208.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.792 [Epoch 90][Batch 789], Speed: 218.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 90][Batch 799], Speed: 186.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 90][Batch 809], Speed: 212.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 90][Batch 819], Speed: 212.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 90][Batch 829], Speed: 232.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 90][Batch 839], Speed: 206.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 90][Batch 849], Speed: 218.936 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 90][Batch 859], Speed: 201.666 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.791 [Epoch 90][Batch 869], Speed: 215.762 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 879], Speed: 224.927 samples/sec, LR=3.7500000000000003e-05, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 889], Speed: 214.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 899], Speed: 178.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 909], Speed: 217.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 919], Speed: 205.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 929], Speed: 198.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 939], Speed: 223.387 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 949], Speed: 228.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 959], Speed: 194.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 969], Speed: 216.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 979], Speed: 211.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 989], Speed: 220.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 999], Speed: 226.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 1009], Speed: 223.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 1019], Speed: 208.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 90][Batch 1029], Speed: 201.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1039], Speed: 206.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1049], Speed: 216.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1059], Speed: 216.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1069], Speed: 217.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1079], Speed: 200.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1089], Speed: 208.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1099], Speed: 203.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1109], Speed: 203.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1119], Speed: 221.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1129], Speed: 234.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1139], Speed: 223.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1149], Speed: 209.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1159], Speed: 217.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1169], Speed: 224.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1179], Speed: 217.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1189], Speed: 222.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1199], Speed: 209.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1209], Speed: 211.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90][Batch 1219], Speed: 213.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90] Training cost: 562.671, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 90] 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 ] = 0.475 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.309 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.096 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.465 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.266 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 ] = 0.413 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.157 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.647 person=40.6 bicycle=20.0 car=26.4 motorcycle=30.8 airplane=51.6 bus=53.4 train=54.2 truck=25.2 boat=13.8 traffic light=14.6 fire hydrant=54.2 stop sign=52.0 parking meter=33.2 bench=15.9 bird=23.2 cat=57.4 dog=53.3 horse=49.3 sheep=39.1 cow=39.1 elephant=53.7 bear=62.8 zebra=57.4 giraffe=60.1 backpack=7.7 umbrella=28.1 handbag=6.3 tie=18.8 suitcase=24.3 frisbee=42.8 skis=14.7 snowboard=18.7 sports ball=25.4 kite=27.4 baseball bat=13.7 baseball glove=21.0 skateboard=39.7 surfboard=23.8 tennis racket=33.3 bottle=22.7 wine glass=22.3 cup=26.3 fork=18.1 knife=8.1 spoon=6.0 bowl=28.2 banana=17.1 apple=12.3 sandwich=28.1 orange=24.6 broccoli=17.2 carrot=14.1 hot dog=24.7 pizza=38.4 donut=35.2 cake=26.8 chair=18.1 couch=36.3 potted plant=16.9 bed=32.7 dining table=19.7 toilet=54.8 tv=45.3 laptop=49.2 mouse=42.7 remote=13.3 keyboard=36.7 cell phone=21.1 microwave=44.3 oven=27.5 toaster=4.6 sink=26.8 refrigerator=43.0 book=3.2 clock=38.4 vase=24.5 scissors=18.5 teddy bear=36.9 hair drier=0.0 toothbrush=11.3 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =29.5 [Epoch 91][Batch 9], Speed: 197.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.790 [Epoch 91][Batch 19], Speed: 208.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.222, HeatmapFocal=1.790 [Epoch 91][Batch 29], Speed: 233.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.790 [Epoch 91][Batch 39], Speed: 221.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 91][Batch 49], Speed: 221.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 59], Speed: 206.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 69], Speed: 210.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 79], Speed: 219.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 89], Speed: 221.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 99], Speed: 220.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 109], Speed: 205.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 119], Speed: 226.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 129], Speed: 213.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 139], Speed: 223.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 149], Speed: 226.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 159], Speed: 184.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 169], Speed: 199.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 179], Speed: 224.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 189], Speed: 209.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 199], Speed: 208.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 209], Speed: 230.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 219], Speed: 219.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 229], Speed: 197.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 239], Speed: 234.123 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 249], Speed: 214.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 259], Speed: 194.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 269], Speed: 232.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 279], Speed: 235.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 289], Speed: 222.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 91][Batch 299], Speed: 208.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 309], Speed: 211.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 319], Speed: 224.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 329], Speed: 238.942 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 339], Speed: 224.284 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 349], Speed: 220.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 359], Speed: 196.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 369], Speed: 212.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 379], Speed: 214.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 389], Speed: 230.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 399], Speed: 226.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 409], Speed: 225.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 419], Speed: 204.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 429], Speed: 198.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 439], Speed: 216.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 449], Speed: 232.875 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 459], Speed: 216.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 469], Speed: 209.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 479], Speed: 224.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 489], Speed: 205.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 499], Speed: 217.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 509], Speed: 207.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 519], Speed: 225.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 529], Speed: 222.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 91][Batch 539], Speed: 216.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 549], Speed: 208.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 559], Speed: 209.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 569], Speed: 226.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 579], Speed: 210.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 589], Speed: 229.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 599], Speed: 214.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 609], Speed: 212.452 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 619], Speed: 228.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 629], Speed: 196.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 639], Speed: 235.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 649], Speed: 222.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 91][Batch 659], Speed: 222.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 669], Speed: 211.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 679], Speed: 219.595 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 689], Speed: 197.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 699], Speed: 204.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 709], Speed: 217.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 719], Speed: 200.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 729], Speed: 208.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 739], Speed: 227.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 749], Speed: 213.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 759], Speed: 221.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 769], Speed: 210.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 91][Batch 779], Speed: 215.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 789], Speed: 210.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 799], Speed: 220.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 809], Speed: 211.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 819], Speed: 225.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 829], Speed: 204.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 839], Speed: 222.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 849], Speed: 212.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 859], Speed: 215.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 869], Speed: 219.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 879], Speed: 199.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 889], Speed: 219.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 899], Speed: 229.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 909], Speed: 197.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 919], Speed: 221.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 929], Speed: 226.514 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 939], Speed: 219.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 949], Speed: 201.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 959], Speed: 208.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 969], Speed: 211.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 979], Speed: 194.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 989], Speed: 210.676 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 999], Speed: 210.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 1009], Speed: 207.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 91][Batch 1019], Speed: 219.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1029], Speed: 212.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1039], Speed: 201.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1049], Speed: 196.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1059], Speed: 228.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1069], Speed: 231.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1079], Speed: 221.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1089], Speed: 210.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1099], Speed: 214.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1109], Speed: 226.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1119], Speed: 203.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1129], Speed: 208.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1139], Speed: 228.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1149], Speed: 200.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1159], Speed: 241.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1169], Speed: 214.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1179], Speed: 223.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1189], Speed: 211.850 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1199], Speed: 204.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1209], Speed: 223.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91][Batch 1219], Speed: 238.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 91] Training cost: 558.714, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 92][Batch 9], Speed: 216.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.239, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 92][Batch 19], Speed: 200.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 92][Batch 29], Speed: 214.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 92][Batch 39], Speed: 222.970 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 49], Speed: 203.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 59], Speed: 221.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 69], Speed: 204.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 79], Speed: 215.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 89], Speed: 234.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 99], Speed: 206.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 109], Speed: 235.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 119], Speed: 222.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 129], Speed: 238.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 139], Speed: 224.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 149], Speed: 205.873 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 159], Speed: 228.927 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 169], Speed: 212.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 179], Speed: 209.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 92][Batch 189], Speed: 217.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 92][Batch 199], Speed: 211.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 209], Speed: 217.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 219], Speed: 228.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 92][Batch 229], Speed: 225.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 239], Speed: 232.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 249], Speed: 217.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.784 [Epoch 92][Batch 259], Speed: 222.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 92][Batch 269], Speed: 222.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 92][Batch 279], Speed: 221.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 92][Batch 289], Speed: 218.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 92][Batch 299], Speed: 217.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 92][Batch 309], Speed: 229.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 92][Batch 319], Speed: 217.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 329], Speed: 219.639 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 339], Speed: 228.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 349], Speed: 232.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 359], Speed: 201.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 369], Speed: 219.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 379], Speed: 192.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 389], Speed: 189.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 399], Speed: 201.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 409], Speed: 214.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 419], Speed: 212.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 429], Speed: 215.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 439], Speed: 226.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 449], Speed: 217.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 459], Speed: 218.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 469], Speed: 226.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 479], Speed: 203.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 489], Speed: 218.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 499], Speed: 210.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 509], Speed: 216.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.783 [Epoch 92][Batch 519], Speed: 229.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 529], Speed: 221.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 539], Speed: 223.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 549], Speed: 221.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 559], Speed: 221.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 569], Speed: 220.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 579], Speed: 198.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 589], Speed: 200.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 599], Speed: 215.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 609], Speed: 214.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 619], Speed: 197.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 629], Speed: 223.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 639], Speed: 234.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 649], Speed: 211.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 659], Speed: 220.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 669], Speed: 202.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 679], Speed: 200.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 689], Speed: 211.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 699], Speed: 220.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 709], Speed: 227.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 719], Speed: 207.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 729], Speed: 222.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 739], Speed: 210.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 749], Speed: 212.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 92][Batch 759], Speed: 223.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 769], Speed: 218.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 779], Speed: 223.165 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 789], Speed: 212.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 799], Speed: 216.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 809], Speed: 218.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 819], Speed: 223.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 829], Speed: 198.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 839], Speed: 219.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 849], Speed: 202.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 859], Speed: 216.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 869], Speed: 225.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 879], Speed: 209.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 889], Speed: 230.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 899], Speed: 228.459 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 909], Speed: 214.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 919], Speed: 206.275 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 929], Speed: 221.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 939], Speed: 235.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 949], Speed: 213.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 959], Speed: 204.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 969], Speed: 221.721 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 979], Speed: 217.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 989], Speed: 213.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 92][Batch 999], Speed: 220.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1009], Speed: 230.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1019], Speed: 212.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1029], Speed: 223.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1039], Speed: 214.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1049], Speed: 208.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1059], Speed: 202.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1069], Speed: 207.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1079], Speed: 221.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1089], Speed: 224.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1099], Speed: 215.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1109], Speed: 205.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1119], Speed: 221.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1129], Speed: 206.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1139], Speed: 241.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1149], Speed: 211.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1159], Speed: 243.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1169], Speed: 229.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1179], Speed: 198.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1189], Speed: 202.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1199], Speed: 218.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1209], Speed: 208.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92][Batch 1219], Speed: 202.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 92] Training cost: 561.198, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 93][Batch 9], Speed: 211.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 93][Batch 19], Speed: 190.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 29], Speed: 212.552 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 39], Speed: 194.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 49], Speed: 211.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 59], Speed: 222.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 69], Speed: 200.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 79], Speed: 229.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 89], Speed: 211.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 99], Speed: 230.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 109], Speed: 229.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 119], Speed: 211.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 129], Speed: 201.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 139], Speed: 221.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 149], Speed: 215.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 159], Speed: 202.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.779 [Epoch 93][Batch 169], Speed: 211.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 179], Speed: 223.067 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 189], Speed: 208.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 199], Speed: 212.449 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 209], Speed: 199.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 219], Speed: 217.875 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 229], Speed: 220.721 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 239], Speed: 220.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.779 [Epoch 93][Batch 249], Speed: 215.950 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 259], Speed: 225.875 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 269], Speed: 219.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 279], Speed: 220.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 289], Speed: 226.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 299], Speed: 225.853 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 309], Speed: 212.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 319], Speed: 231.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 329], Speed: 203.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 339], Speed: 226.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 349], Speed: 223.639 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 359], Speed: 227.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 369], Speed: 220.005 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 379], Speed: 205.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 389], Speed: 224.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 399], Speed: 214.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 409], Speed: 219.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 419], Speed: 205.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 429], Speed: 229.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 439], Speed: 224.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 449], Speed: 230.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 459], Speed: 218.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 469], Speed: 228.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 479], Speed: 206.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.778 [Epoch 93][Batch 489], Speed: 220.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 499], Speed: 223.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 509], Speed: 201.015 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 519], Speed: 207.532 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 529], Speed: 200.034 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 539], Speed: 221.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 549], Speed: 184.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 559], Speed: 222.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 569], Speed: 210.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 579], Speed: 217.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 589], Speed: 229.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 599], Speed: 210.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 609], Speed: 228.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 619], Speed: 202.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 629], Speed: 213.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 639], Speed: 222.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 649], Speed: 228.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 659], Speed: 215.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 669], Speed: 226.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 679], Speed: 217.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 689], Speed: 217.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 699], Speed: 226.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 709], Speed: 225.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 719], Speed: 224.923 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 93][Batch 729], Speed: 212.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 739], Speed: 194.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 749], Speed: 205.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 759], Speed: 234.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 769], Speed: 222.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 779], Speed: 218.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 789], Speed: 216.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 799], Speed: 178.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 809], Speed: 201.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 819], Speed: 233.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 829], Speed: 228.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 839], Speed: 213.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 849], Speed: 217.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 859], Speed: 209.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 869], Speed: 192.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 879], Speed: 198.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 889], Speed: 226.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 899], Speed: 209.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 909], Speed: 204.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 919], Speed: 206.003 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 929], Speed: 226.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 939], Speed: 215.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 949], Speed: 217.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 959], Speed: 217.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 93][Batch 969], Speed: 201.761 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 979], Speed: 207.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 989], Speed: 203.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 999], Speed: 226.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1009], Speed: 211.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1019], Speed: 211.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1029], Speed: 217.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1039], Speed: 213.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1049], Speed: 209.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1059], Speed: 214.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1069], Speed: 225.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1079], Speed: 210.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1089], Speed: 208.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1099], Speed: 219.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1109], Speed: 208.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1119], Speed: 211.735 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1129], Speed: 221.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1139], Speed: 224.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1149], Speed: 206.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1159], Speed: 211.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1169], Speed: 216.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1179], Speed: 202.473 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1189], Speed: 215.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1199], Speed: 221.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.775 [Epoch 93][Batch 1209], Speed: 220.165 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 93][Batch 1219], Speed: 225.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 93] Training cost: 563.974, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 9], Speed: 215.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 19], Speed: 214.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 29], Speed: 218.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 94][Batch 39], Speed: 201.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 49], Speed: 228.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 59], Speed: 216.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 69], Speed: 207.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 79], Speed: 188.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 89], Speed: 221.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 99], Speed: 217.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 109], Speed: 223.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 119], Speed: 188.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 129], Speed: 221.003 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 139], Speed: 214.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 149], Speed: 225.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 159], Speed: 197.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 169], Speed: 210.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 179], Speed: 226.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 189], Speed: 203.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 199], Speed: 219.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 209], Speed: 215.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.774 [Epoch 94][Batch 219], Speed: 217.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 229], Speed: 223.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 239], Speed: 221.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 249], Speed: 207.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 259], Speed: 220.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 269], Speed: 207.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 279], Speed: 179.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 289], Speed: 212.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 299], Speed: 206.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 309], Speed: 200.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 319], Speed: 221.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 329], Speed: 220.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 339], Speed: 215.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 349], Speed: 195.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 359], Speed: 217.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 369], Speed: 230.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 379], Speed: 223.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 389], Speed: 214.067 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 399], Speed: 205.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 409], Speed: 228.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 419], Speed: 223.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 429], Speed: 227.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 439], Speed: 226.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 449], Speed: 221.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.773 [Epoch 94][Batch 459], Speed: 212.752 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 469], Speed: 217.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 479], Speed: 211.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 489], Speed: 205.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 499], Speed: 217.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 509], Speed: 216.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 519], Speed: 226.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 529], Speed: 227.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 539], Speed: 188.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 549], Speed: 219.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 559], Speed: 221.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 569], Speed: 218.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 579], Speed: 198.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 589], Speed: 220.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 599], Speed: 213.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 609], Speed: 232.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 619], Speed: 212.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 629], Speed: 224.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 639], Speed: 219.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 649], Speed: 186.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 659], Speed: 211.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 669], Speed: 228.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 679], Speed: 180.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 689], Speed: 233.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 94][Batch 699], Speed: 220.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 709], Speed: 212.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 719], Speed: 221.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 729], Speed: 221.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 739], Speed: 219.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 749], Speed: 227.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 759], Speed: 216.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 769], Speed: 215.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 779], Speed: 209.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 789], Speed: 216.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 799], Speed: 210.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 809], Speed: 229.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 819], Speed: 219.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 829], Speed: 224.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 839], Speed: 208.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 849], Speed: 213.799 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 859], Speed: 221.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 869], Speed: 224.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 879], Speed: 201.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 889], Speed: 214.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 899], Speed: 215.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 909], Speed: 224.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 919], Speed: 186.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 929], Speed: 224.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 94][Batch 939], Speed: 218.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 949], Speed: 207.778 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 959], Speed: 208.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 969], Speed: 212.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 979], Speed: 201.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 989], Speed: 211.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 999], Speed: 229.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1009], Speed: 224.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 1019], Speed: 211.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1029], Speed: 202.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1039], Speed: 230.275 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1049], Speed: 236.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1059], Speed: 207.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1069], Speed: 216.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1079], Speed: 217.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1089], Speed: 219.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1099], Speed: 205.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 1109], Speed: 227.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 1119], Speed: 234.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 1129], Speed: 237.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1139], Speed: 249.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 1149], Speed: 242.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1159], Speed: 223.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 94][Batch 1169], Speed: 232.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.770 [Epoch 94][Batch 1179], Speed: 210.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.769 [Epoch 94][Batch 1189], Speed: 236.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 94][Batch 1199], Speed: 205.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.769 [Epoch 94][Batch 1209], Speed: 210.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.769 [Epoch 94][Batch 1219], Speed: 214.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.769 [Epoch 94] Training cost: 562.058, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.769 [Epoch 95][Batch 9], Speed: 223.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 19], Speed: 213.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 29], Speed: 189.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 39], Speed: 205.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 49], Speed: 209.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.224, HeatmapFocal=1.769 [Epoch 95][Batch 59], Speed: 214.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 69], Speed: 219.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 79], Speed: 231.331 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 89], Speed: 221.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 99], Speed: 223.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 109], Speed: 219.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 119], Speed: 215.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.222, HeatmapFocal=1.769 [Epoch 95][Batch 129], Speed: 206.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.222, HeatmapFocal=1.769 [Epoch 95][Batch 139], Speed: 209.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.222, HeatmapFocal=1.769 [Epoch 95][Batch 149], Speed: 215.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 159], Speed: 225.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 169], Speed: 216.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 179], Speed: 227.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 189], Speed: 215.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 95][Batch 199], Speed: 213.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 209], Speed: 205.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 219], Speed: 227.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 229], Speed: 202.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 239], Speed: 223.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 249], Speed: 205.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 259], Speed: 214.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 269], Speed: 214.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 279], Speed: 202.398 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 289], Speed: 223.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 299], Speed: 204.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 309], Speed: 222.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 319], Speed: 214.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 329], Speed: 222.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 339], Speed: 206.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 349], Speed: 222.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 359], Speed: 216.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 369], Speed: 203.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 379], Speed: 212.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 389], Speed: 218.486 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 399], Speed: 211.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 409], Speed: 198.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 419], Speed: 216.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 429], Speed: 206.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 439], Speed: 206.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 95][Batch 449], Speed: 219.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 459], Speed: 221.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 469], Speed: 220.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 479], Speed: 215.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 489], Speed: 203.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 499], Speed: 210.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 509], Speed: 190.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 519], Speed: 219.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 529], Speed: 212.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 539], Speed: 210.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 549], Speed: 212.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 559], Speed: 210.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 569], Speed: 221.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 579], Speed: 205.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 589], Speed: 184.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 599], Speed: 209.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 609], Speed: 213.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 619], Speed: 212.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 629], Speed: 221.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.767 [Epoch 95][Batch 639], Speed: 215.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.767 [Epoch 95][Batch 649], Speed: 220.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.767 [Epoch 95][Batch 659], Speed: 206.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.767 [Epoch 95][Batch 669], Speed: 211.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.767 [Epoch 95][Batch 679], Speed: 214.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.767 [Epoch 95][Batch 689], Speed: 225.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 95][Batch 699], Speed: 218.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 95][Batch 709], Speed: 202.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 95][Batch 719], Speed: 216.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 95][Batch 729], Speed: 216.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 739], Speed: 212.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 749], Speed: 228.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 759], Speed: 205.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 769], Speed: 195.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 779], Speed: 213.730 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 789], Speed: 234.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 799], Speed: 211.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 809], Speed: 207.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 819], Speed: 228.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 829], Speed: 195.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 839], Speed: 183.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 849], Speed: 203.600 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 859], Speed: 209.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 869], Speed: 215.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 879], Speed: 190.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 889], Speed: 212.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 899], Speed: 207.381 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 909], Speed: 223.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 919], Speed: 214.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.766 [Epoch 95][Batch 929], Speed: 197.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 939], Speed: 212.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 949], Speed: 197.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 959], Speed: 207.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 969], Speed: 210.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 95][Batch 979], Speed: 200.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 989], Speed: 223.542 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 999], Speed: 222.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1009], Speed: 217.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1019], Speed: 218.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1029], Speed: 229.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1039], Speed: 211.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1049], Speed: 214.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1059], Speed: 218.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1069], Speed: 221.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1079], Speed: 186.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1089], Speed: 218.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1099], Speed: 204.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1109], Speed: 221.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1119], Speed: 237.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1129], Speed: 228.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1139], Speed: 208.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1149], Speed: 226.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1159], Speed: 234.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1169], Speed: 212.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.765 [Epoch 95][Batch 1179], Speed: 220.270 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.764 [Epoch 95][Batch 1189], Speed: 213.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.764 [Epoch 95][Batch 1199], Speed: 244.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.764 [Epoch 95][Batch 1209], Speed: 233.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.764 [Epoch 95][Batch 1219], Speed: 226.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.764 [Epoch 95] Training cost: 563.217, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.764 [Epoch 96][Batch 9], Speed: 220.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 19], Speed: 222.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.764 [Epoch 96][Batch 29], Speed: 229.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 39], Speed: 206.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 49], Speed: 205.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 59], Speed: 219.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 69], Speed: 213.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 79], Speed: 221.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 89], Speed: 213.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 99], Speed: 221.396 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 109], Speed: 221.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 119], Speed: 218.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 129], Speed: 217.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 139], Speed: 209.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 149], Speed: 219.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 159], Speed: 198.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 169], Speed: 221.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 179], Speed: 217.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 189], Speed: 205.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 96][Batch 199], Speed: 229.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 209], Speed: 221.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 219], Speed: 233.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 229], Speed: 213.532 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 239], Speed: 207.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 249], Speed: 208.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 259], Speed: 221.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 269], Speed: 213.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 279], Speed: 165.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 289], Speed: 185.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 299], Speed: 203.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 309], Speed: 188.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 319], Speed: 220.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 329], Speed: 221.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 339], Speed: 207.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 349], Speed: 221.741 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 359], Speed: 204.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 369], Speed: 200.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 379], Speed: 204.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 389], Speed: 196.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 399], Speed: 192.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 409], Speed: 220.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 419], Speed: 207.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 429], Speed: 209.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 439], Speed: 219.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 96][Batch 449], Speed: 184.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 459], Speed: 214.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 469], Speed: 214.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 479], Speed: 211.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 489], Speed: 194.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 499], Speed: 214.639 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 509], Speed: 210.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 519], Speed: 199.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 529], Speed: 215.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 539], Speed: 210.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 549], Speed: 210.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 559], Speed: 207.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 569], Speed: 210.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 579], Speed: 205.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 589], Speed: 196.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 599], Speed: 218.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 609], Speed: 210.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 619], Speed: 219.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 629], Speed: 199.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 639], Speed: 210.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 649], Speed: 224.873 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 659], Speed: 215.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 669], Speed: 214.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 679], Speed: 225.425 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.762 [Epoch 96][Batch 689], Speed: 224.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 699], Speed: 216.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 709], Speed: 225.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 719], Speed: 180.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 729], Speed: 203.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 739], Speed: 232.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 749], Speed: 201.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 759], Speed: 209.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 769], Speed: 220.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 779], Speed: 208.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 789], Speed: 209.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 799], Speed: 222.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 809], Speed: 209.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 819], Speed: 207.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 829], Speed: 220.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 839], Speed: 207.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 849], Speed: 212.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 859], Speed: 232.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 869], Speed: 207.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 879], Speed: 206.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 889], Speed: 217.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 899], Speed: 201.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 909], Speed: 227.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 919], Speed: 222.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 96][Batch 929], Speed: 198.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 939], Speed: 207.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 949], Speed: 220.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 959], Speed: 217.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.222, HeatmapFocal=1.760 [Epoch 96][Batch 969], Speed: 215.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 979], Speed: 227.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 989], Speed: 219.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 999], Speed: 129.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1009], Speed: 219.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1019], Speed: 203.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1029], Speed: 211.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1039], Speed: 224.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1049], Speed: 209.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.222, HeatmapFocal=1.760 [Epoch 96][Batch 1059], Speed: 211.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1069], Speed: 226.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1079], Speed: 227.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1089], Speed: 205.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1099], Speed: 202.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1109], Speed: 217.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1119], Speed: 213.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1129], Speed: 205.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1139], Speed: 214.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1149], Speed: 220.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1159], Speed: 216.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 96][Batch 1169], Speed: 204.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 96][Batch 1179], Speed: 242.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 96][Batch 1189], Speed: 223.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 96][Batch 1199], Speed: 223.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 96][Batch 1209], Speed: 216.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 96][Batch 1219], Speed: 196.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 96] Training cost: 568.866, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 97][Batch 9], Speed: 228.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.224, HeatmapFocal=1.759 [Epoch 97][Batch 19], Speed: 212.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 29], Speed: 219.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 39], Speed: 212.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 49], Speed: 221.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 59], Speed: 187.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 97][Batch 69], Speed: 222.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 79], Speed: 234.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 89], Speed: 212.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 99], Speed: 200.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 109], Speed: 224.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 119], Speed: 212.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 129], Speed: 223.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 139], Speed: 212.928 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 149], Speed: 216.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 159], Speed: 201.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 169], Speed: 206.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 179], Speed: 219.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 189], Speed: 223.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.759 [Epoch 97][Batch 199], Speed: 189.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 97][Batch 209], Speed: 198.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 97][Batch 219], Speed: 195.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 229], Speed: 222.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 239], Speed: 210.768 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 249], Speed: 231.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 259], Speed: 214.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 269], Speed: 201.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 279], Speed: 204.486 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 289], Speed: 199.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 299], Speed: 227.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 309], Speed: 208.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 319], Speed: 219.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 329], Speed: 221.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 339], Speed: 205.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 349], Speed: 194.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 359], Speed: 214.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 369], Speed: 216.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 379], Speed: 217.754 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 389], Speed: 211.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 399], Speed: 201.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 409], Speed: 217.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 419], Speed: 206.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 429], Speed: 222.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.758 [Epoch 97][Batch 439], Speed: 215.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 449], Speed: 212.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 459], Speed: 215.542 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 469], Speed: 213.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 479], Speed: 206.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 489], Speed: 215.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 499], Speed: 214.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 509], Speed: 224.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 519], Speed: 210.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 529], Speed: 224.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 539], Speed: 213.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 549], Speed: 210.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 559], Speed: 210.519 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 569], Speed: 195.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 579], Speed: 215.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 589], Speed: 204.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 599], Speed: 191.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 609], Speed: 200.331 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 619], Speed: 213.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 629], Speed: 215.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 639], Speed: 216.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 649], Speed: 216.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 659], Speed: 211.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 669], Speed: 220.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.757 [Epoch 97][Batch 679], Speed: 215.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 689], Speed: 217.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 699], Speed: 202.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 709], Speed: 221.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 719], Speed: 204.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 729], Speed: 216.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 739], Speed: 198.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 749], Speed: 231.666 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 759], Speed: 197.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 769], Speed: 215.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 779], Speed: 208.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 789], Speed: 204.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 799], Speed: 218.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 809], Speed: 220.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 819], Speed: 218.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 829], Speed: 231.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 839], Speed: 207.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 849], Speed: 194.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 859], Speed: 198.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 869], Speed: 227.075 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 879], Speed: 225.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 889], Speed: 204.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 899], Speed: 206.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 909], Speed: 212.295 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 919], Speed: 214.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.756 [Epoch 97][Batch 929], Speed: 199.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 939], Speed: 209.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 949], Speed: 202.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 959], Speed: 218.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 969], Speed: 206.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 979], Speed: 210.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 989], Speed: 207.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 999], Speed: 212.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1009], Speed: 234.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1019], Speed: 220.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1029], Speed: 209.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1039], Speed: 213.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1049], Speed: 187.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1059], Speed: 213.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1069], Speed: 223.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1079], Speed: 196.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1089], Speed: 220.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1099], Speed: 196.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1109], Speed: 216.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1119], Speed: 222.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1129], Speed: 211.187 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1139], Speed: 199.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1149], Speed: 212.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1159], Speed: 226.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1169], Speed: 207.928 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.755 [Epoch 97][Batch 1179], Speed: 220.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 97][Batch 1189], Speed: 220.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 97][Batch 1199], Speed: 206.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 97][Batch 1209], Speed: 219.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 97][Batch 1219], Speed: 241.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 97] Training cost: 563.376, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 9], Speed: 214.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.224, HeatmapFocal=1.754 [Epoch 98][Batch 19], Speed: 231.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 29], Speed: 205.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 39], Speed: 195.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 49], Speed: 225.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 59], Speed: 216.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 98][Batch 69], Speed: 216.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 79], Speed: 213.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 89], Speed: 207.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 99], Speed: 204.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 98][Batch 109], Speed: 224.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 119], Speed: 219.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 98][Batch 129], Speed: 198.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 139], Speed: 233.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 149], Speed: 207.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 98][Batch 159], Speed: 197.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 98][Batch 169], Speed: 219.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 98][Batch 179], Speed: 229.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 189], Speed: 192.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.754 [Epoch 98][Batch 199], Speed: 215.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 209], Speed: 209.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 219], Speed: 211.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 229], Speed: 221.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 239], Speed: 218.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 249], Speed: 207.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 259], Speed: 213.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 269], Speed: 210.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 279], Speed: 203.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 289], Speed: 218.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 299], Speed: 226.854 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 309], Speed: 202.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 319], Speed: 211.486 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 329], Speed: 218.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 339], Speed: 215.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 349], Speed: 211.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 359], Speed: 201.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 369], Speed: 210.475 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 379], Speed: 200.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 389], Speed: 195.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 399], Speed: 190.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 409], Speed: 214.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 419], Speed: 225.801 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 429], Speed: 212.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.753 [Epoch 98][Batch 439], Speed: 219.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 449], Speed: 227.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 459], Speed: 206.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 469], Speed: 220.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 479], Speed: 197.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 489], Speed: 207.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 499], Speed: 216.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 509], Speed: 230.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 519], Speed: 200.196 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 529], Speed: 215.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 539], Speed: 206.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 549], Speed: 205.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 559], Speed: 208.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 569], Speed: 200.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 579], Speed: 213.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 589], Speed: 230.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 599], Speed: 212.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 609], Speed: 211.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 619], Speed: 198.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 629], Speed: 228.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 639], Speed: 204.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 649], Speed: 210.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 659], Speed: 229.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 669], Speed: 206.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 679], Speed: 194.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 98][Batch 689], Speed: 203.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 699], Speed: 204.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 709], Speed: 222.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 719], Speed: 215.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 729], Speed: 216.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 739], Speed: 226.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 749], Speed: 218.475 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 759], Speed: 211.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 769], Speed: 218.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 779], Speed: 220.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 789], Speed: 213.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 799], Speed: 231.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 809], Speed: 210.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 819], Speed: 208.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 829], Speed: 218.320 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 839], Speed: 191.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 849], Speed: 210.381 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 859], Speed: 219.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 869], Speed: 215.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 879], Speed: 183.694 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 889], Speed: 217.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 899], Speed: 212.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 909], Speed: 211.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 919], Speed: 223.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 929], Speed: 198.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 98][Batch 939], Speed: 218.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 949], Speed: 219.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 959], Speed: 222.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 969], Speed: 191.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 979], Speed: 229.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 989], Speed: 222.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 999], Speed: 203.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1009], Speed: 198.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1019], Speed: 221.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1029], Speed: 199.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1039], Speed: 208.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1049], Speed: 218.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1059], Speed: 220.452 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1069], Speed: 206.464 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1079], Speed: 225.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1089], Speed: 207.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1099], Speed: 225.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1109], Speed: 209.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1119], Speed: 210.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1129], Speed: 215.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1139], Speed: 212.893 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1149], Speed: 205.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1159], Speed: 216.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1169], Speed: 218.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1179], Speed: 198.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.750 [Epoch 98][Batch 1189], Speed: 230.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 98][Batch 1199], Speed: 202.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 98][Batch 1209], Speed: 199.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 98][Batch 1219], Speed: 193.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 98] Training cost: 564.327, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 9], Speed: 204.854 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.219, HeatmapFocal=1.749 [Epoch 99][Batch 19], Speed: 213.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.749 [Epoch 99][Batch 29], Speed: 215.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.749 [Epoch 99][Batch 39], Speed: 227.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.749 [Epoch 99][Batch 49], Speed: 212.407 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.749 [Epoch 99][Batch 59], Speed: 217.270 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 69], Speed: 212.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 79], Speed: 238.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 89], Speed: 225.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 99], Speed: 228.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 109], Speed: 229.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 119], Speed: 200.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 129], Speed: 200.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 139], Speed: 208.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 149], Speed: 229.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 159], Speed: 233.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 169], Speed: 216.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 179], Speed: 216.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 189], Speed: 207.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 199], Speed: 214.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 209], Speed: 216.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.749 [Epoch 99][Batch 219], Speed: 183.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 229], Speed: 202.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 239], Speed: 208.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 249], Speed: 212.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 259], Speed: 224.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 269], Speed: 208.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 279], Speed: 217.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 289], Speed: 211.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 299], Speed: 203.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 309], Speed: 214.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 319], Speed: 222.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 329], Speed: 211.942 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 339], Speed: 208.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 349], Speed: 225.809 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 359], Speed: 217.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 369], Speed: 211.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 379], Speed: 208.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 389], Speed: 210.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 399], Speed: 233.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 409], Speed: 215.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 419], Speed: 213.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 429], Speed: 214.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 439], Speed: 221.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 449], Speed: 220.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 459], Speed: 218.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.748 [Epoch 99][Batch 469], Speed: 228.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 479], Speed: 216.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 489], Speed: 214.459 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 499], Speed: 227.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 509], Speed: 211.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 519], Speed: 231.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 529], Speed: 213.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 539], Speed: 208.861 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 549], Speed: 222.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 559], Speed: 228.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 569], Speed: 220.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 579], Speed: 225.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 589], Speed: 231.287 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 599], Speed: 215.877 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 609], Speed: 216.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 619], Speed: 230.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 629], Speed: 213.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 639], Speed: 227.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 649], Speed: 189.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 659], Speed: 192.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 669], Speed: 209.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 679], Speed: 223.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 689], Speed: 221.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 699], Speed: 225.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.747 [Epoch 99][Batch 709], Speed: 225.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 719], Speed: 216.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 729], Speed: 195.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 739], Speed: 221.519 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 749], Speed: 207.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 759], Speed: 225.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 769], Speed: 207.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 779], Speed: 207.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 789], Speed: 212.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 799], Speed: 203.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 809], Speed: 217.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 819], Speed: 209.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 829], Speed: 233.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 839], Speed: 202.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 849], Speed: 194.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 859], Speed: 218.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 869], Speed: 214.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 879], Speed: 218.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 889], Speed: 228.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 899], Speed: 203.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 909], Speed: 229.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 919], Speed: 199.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 929], Speed: 212.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 939], Speed: 228.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 949], Speed: 227.724 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 959], Speed: 198.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.746 [Epoch 99][Batch 969], Speed: 215.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 979], Speed: 225.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 989], Speed: 217.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 999], Speed: 226.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1009], Speed: 224.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1019], Speed: 215.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1029], Speed: 224.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1039], Speed: 223.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1049], Speed: 223.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1059], Speed: 192.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1069], Speed: 226.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1079], Speed: 218.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1089], Speed: 220.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1099], Speed: 213.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1109], Speed: 236.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1119], Speed: 201.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1129], Speed: 211.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1139], Speed: 221.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1149], Speed: 217.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1159], Speed: 221.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1169], Speed: 197.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1179], Speed: 201.970 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1189], Speed: 234.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1199], Speed: 217.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1209], Speed: 215.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.745 [Epoch 99][Batch 1219], Speed: 198.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.744 [Epoch 99] Training cost: 562.746, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.744 [Epoch 100][Batch 9], Speed: 216.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 19], Speed: 216.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.744 [Epoch 100][Batch 29], Speed: 225.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.220, HeatmapFocal=1.744 [Epoch 100][Batch 39], Speed: 195.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 49], Speed: 221.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.744 [Epoch 100][Batch 59], Speed: 223.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.220, HeatmapFocal=1.744 [Epoch 100][Batch 69], Speed: 193.668 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.220, HeatmapFocal=1.744 [Epoch 100][Batch 79], Speed: 203.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 89], Speed: 218.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 99], Speed: 212.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 109], Speed: 210.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 119], Speed: 225.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 129], Speed: 197.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 139], Speed: 216.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 149], Speed: 212.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 159], Speed: 213.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 169], Speed: 206.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 179], Speed: 222.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 189], Speed: 209.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 199], Speed: 207.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 209], Speed: 219.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 219], Speed: 229.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 229], Speed: 216.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 239], Speed: 199.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.744 [Epoch 100][Batch 249], Speed: 210.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.743 [Epoch 100][Batch 259], Speed: 211.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.743 [Epoch 100][Batch 269], Speed: 223.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.743 [Epoch 100][Batch 279], Speed: 216.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.743 [Epoch 100][Batch 289], Speed: 195.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.743 [Epoch 100][Batch 299], Speed: 193.853 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 309], Speed: 199.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 319], Speed: 213.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 329], Speed: 232.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 339], Speed: 223.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 349], Speed: 219.816 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 359], Speed: 227.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 369], Speed: 206.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 379], Speed: 202.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 389], Speed: 221.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 399], Speed: 223.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 409], Speed: 204.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 419], Speed: 236.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 429], Speed: 209.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 439], Speed: 215.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 449], Speed: 230.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 459], Speed: 214.761 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 469], Speed: 223.653 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 479], Speed: 237.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 489], Speed: 209.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.743 [Epoch 100][Batch 499], Speed: 206.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 509], Speed: 219.947 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 519], Speed: 214.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 529], Speed: 206.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 539], Speed: 208.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 549], Speed: 208.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 559], Speed: 214.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 569], Speed: 218.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 579], Speed: 225.275 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 589], Speed: 221.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 599], Speed: 223.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 609], Speed: 205.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 619], Speed: 206.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 629], Speed: 221.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 639], Speed: 222.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 649], Speed: 228.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 659], Speed: 244.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 669], Speed: 211.034 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 679], Speed: 191.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 689], Speed: 227.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 699], Speed: 227.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 709], Speed: 219.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 719], Speed: 210.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 729], Speed: 196.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 739], Speed: 192.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 749], Speed: 223.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 100][Batch 759], Speed: 230.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 769], Speed: 222.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 779], Speed: 223.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 789], Speed: 210.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 799], Speed: 225.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 809], Speed: 215.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 819], Speed: 220.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 829], Speed: 224.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 839], Speed: 226.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 849], Speed: 205.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 859], Speed: 181.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 869], Speed: 224.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 879], Speed: 229.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 889], Speed: 219.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 899], Speed: 233.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 909], Speed: 195.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 919], Speed: 219.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 929], Speed: 218.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 939], Speed: 204.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 949], Speed: 221.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 959], Speed: 220.947 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 969], Speed: 210.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 979], Speed: 215.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 989], Speed: 215.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 999], Speed: 219.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.741 [Epoch 100][Batch 1009], Speed: 201.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1019], Speed: 212.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1029], Speed: 225.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1039], Speed: 209.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1049], Speed: 227.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1059], Speed: 220.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1069], Speed: 210.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1079], Speed: 218.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1089], Speed: 191.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1099], Speed: 201.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1109], Speed: 214.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1119], Speed: 214.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1129], Speed: 218.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1139], Speed: 225.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1149], Speed: 223.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1159], Speed: 224.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1169], Speed: 216.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1179], Speed: 215.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1189], Speed: 221.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1199], Speed: 197.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1209], Speed: 202.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100][Batch 1219], Speed: 229.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100] Training cost: 567.201, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 100] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.309 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.491 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.323 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.104 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.348 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.275 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.414 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.167 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 ] = 0.662 person=41.7 bicycle=20.6 car=27.9 motorcycle=30.5 airplane=53.3 bus=55.0 train=55.7 truck=26.5 boat=15.8 traffic light=15.9 fire hydrant=54.9 stop sign=52.8 parking meter=35.9 bench=16.9 bird=24.3 cat=59.3 dog=55.0 horse=51.2 sheep=41.2 cow=41.1 elephant=54.2 bear=66.4 zebra=58.4 giraffe=61.1 backpack=8.0 umbrella=30.1 handbag=7.3 tie=19.4 suitcase=27.5 frisbee=44.9 skis=16.1 snowboard=20.9 sports ball=27.2 kite=27.6 baseball bat=16.1 baseball glove=22.7 skateboard=40.8 surfboard=25.6 tennis racket=35.7 bottle=23.6 wine glass=22.4 cup=27.3 fork=19.7 knife=8.6 spoon=6.9 bowl=28.6 banana=18.1 apple=13.4 sandwich=31.0 orange=25.5 broccoli=18.1 carrot=13.8 hot dog=24.9 pizza=38.7 donut=36.3 cake=27.8 chair=19.3 couch=38.1 potted plant=18.0 bed=36.1 dining table=20.3 toilet=55.3 tv=47.3 laptop=49.7 mouse=45.7 remote=14.1 keyboard=38.3 cell phone=22.3 microwave=44.6 oven=29.2 toaster=10.8 sink=28.3 refrigerator=44.6 book=4.4 clock=39.0 vase=25.5 scissors=20.5 teddy bear=39.4 hair drier=0.1 toothbrush=11.9 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =30.9 [Epoch 101][Batch 9], Speed: 225.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 101][Batch 19], Speed: 224.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 101][Batch 29], Speed: 210.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.740 [Epoch 101][Batch 39], Speed: 211.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.740 [Epoch 101][Batch 49], Speed: 216.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 59], Speed: 228.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 69], Speed: 225.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 79], Speed: 231.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 89], Speed: 224.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 99], Speed: 228.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 109], Speed: 198.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 119], Speed: 213.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 129], Speed: 216.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 139], Speed: 224.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 149], Speed: 215.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 159], Speed: 212.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 169], Speed: 196.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 179], Speed: 222.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 189], Speed: 208.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 199], Speed: 210.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 209], Speed: 227.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 219], Speed: 231.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 229], Speed: 205.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 239], Speed: 223.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 249], Speed: 214.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 259], Speed: 214.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 269], Speed: 216.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 279], Speed: 233.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 289], Speed: 195.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 299], Speed: 212.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.739 [Epoch 101][Batch 309], Speed: 217.602 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 319], Speed: 218.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 329], Speed: 215.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 339], Speed: 228.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 349], Speed: 203.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 359], Speed: 206.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 369], Speed: 209.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 379], Speed: 210.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 389], Speed: 215.676 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 399], Speed: 215.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 409], Speed: 225.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 419], Speed: 220.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 429], Speed: 206.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 439], Speed: 216.407 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 449], Speed: 207.396 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 459], Speed: 215.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 469], Speed: 229.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 479], Speed: 219.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 489], Speed: 212.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 499], Speed: 221.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 509], Speed: 205.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 519], Speed: 212.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 529], Speed: 218.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 539], Speed: 189.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 549], Speed: 211.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.738 [Epoch 101][Batch 559], Speed: 210.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 569], Speed: 220.412 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 579], Speed: 196.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 589], Speed: 223.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 599], Speed: 222.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 609], Speed: 218.313 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 619], Speed: 208.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 629], Speed: 185.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 639], Speed: 222.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 649], Speed: 220.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 659], Speed: 214.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 669], Speed: 227.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 679], Speed: 210.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 689], Speed: 224.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 699], Speed: 227.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 709], Speed: 231.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 719], Speed: 202.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 729], Speed: 230.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 739], Speed: 205.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 749], Speed: 209.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 759], Speed: 220.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 769], Speed: 214.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 779], Speed: 213.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 789], Speed: 216.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 799], Speed: 210.425 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 809], Speed: 210.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.737 [Epoch 101][Batch 819], Speed: 227.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 829], Speed: 201.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 839], Speed: 198.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 849], Speed: 214.950 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 859], Speed: 210.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 869], Speed: 209.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 879], Speed: 220.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 889], Speed: 231.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 899], Speed: 209.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 909], Speed: 221.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 919], Speed: 212.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 929], Speed: 215.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 939], Speed: 221.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 949], Speed: 196.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 959], Speed: 219.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 969], Speed: 210.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 979], Speed: 215.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 989], Speed: 208.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 999], Speed: 213.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 1009], Speed: 220.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 1019], Speed: 184.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 1029], Speed: 217.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 1039], Speed: 196.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 1049], Speed: 221.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 1059], Speed: 205.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.736 [Epoch 101][Batch 1069], Speed: 221.459 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1079], Speed: 220.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1089], Speed: 209.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1099], Speed: 203.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1109], Speed: 220.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1119], Speed: 226.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1129], Speed: 231.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1139], Speed: 241.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1149], Speed: 218.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1159], Speed: 205.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1169], Speed: 215.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1179], Speed: 209.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1189], Speed: 232.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1199], Speed: 232.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1209], Speed: 205.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101][Batch 1219], Speed: 220.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 101] Training cost: 563.847, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 102][Batch 9], Speed: 219.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.735 [Epoch 102][Batch 19], Speed: 214.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.735 [Epoch 102][Batch 29], Speed: 220.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.735 [Epoch 102][Batch 39], Speed: 220.398 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.735 [Epoch 102][Batch 49], Speed: 219.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 102][Batch 59], Speed: 211.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 102][Batch 69], Speed: 217.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 102][Batch 79], Speed: 208.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 102][Batch 89], Speed: 219.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 102][Batch 99], Speed: 213.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.735 [Epoch 102][Batch 109], Speed: 201.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.734 [Epoch 102][Batch 119], Speed: 207.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 129], Speed: 186.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 139], Speed: 222.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.734 [Epoch 102][Batch 149], Speed: 217.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.734 [Epoch 102][Batch 159], Speed: 210.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.222, HeatmapFocal=1.734 [Epoch 102][Batch 169], Speed: 206.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 179], Speed: 196.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.734 [Epoch 102][Batch 189], Speed: 196.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.734 [Epoch 102][Batch 199], Speed: 215.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.734 [Epoch 102][Batch 209], Speed: 226.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.734 [Epoch 102][Batch 219], Speed: 223.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 229], Speed: 219.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 239], Speed: 210.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 249], Speed: 209.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 259], Speed: 218.653 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 269], Speed: 199.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 279], Speed: 202.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 289], Speed: 207.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 299], Speed: 204.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 309], Speed: 222.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 319], Speed: 219.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 329], Speed: 204.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 339], Speed: 206.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 349], Speed: 210.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 359], Speed: 182.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.734 [Epoch 102][Batch 369], Speed: 201.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 379], Speed: 209.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 389], Speed: 230.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 399], Speed: 199.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 409], Speed: 225.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 419], Speed: 207.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 429], Speed: 220.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 439], Speed: 208.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 449], Speed: 214.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 459], Speed: 226.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 469], Speed: 206.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 479], Speed: 187.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 489], Speed: 207.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 499], Speed: 207.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 509], Speed: 220.261 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 519], Speed: 228.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 529], Speed: 217.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 539], Speed: 223.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 549], Speed: 225.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 559], Speed: 198.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 569], Speed: 188.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 579], Speed: 217.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 589], Speed: 228.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 599], Speed: 186.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 609], Speed: 210.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 619], Speed: 214.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.733 [Epoch 102][Batch 629], Speed: 202.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 639], Speed: 188.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 649], Speed: 227.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 659], Speed: 210.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 669], Speed: 210.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 679], Speed: 218.341 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 689], Speed: 221.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 699], Speed: 210.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 709], Speed: 218.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 719], Speed: 215.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 729], Speed: 200.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 739], Speed: 215.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 749], Speed: 187.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 759], Speed: 231.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 769], Speed: 205.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 779], Speed: 220.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 789], Speed: 215.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 799], Speed: 213.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 809], Speed: 204.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 819], Speed: 217.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 829], Speed: 226.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 839], Speed: 194.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 849], Speed: 202.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 859], Speed: 223.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 869], Speed: 203.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 879], Speed: 220.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.732 [Epoch 102][Batch 889], Speed: 221.160 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 899], Speed: 212.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 909], Speed: 210.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 919], Speed: 209.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 929], Speed: 198.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 939], Speed: 208.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 949], Speed: 220.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 959], Speed: 195.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 969], Speed: 194.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 979], Speed: 191.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 989], Speed: 204.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 999], Speed: 210.778 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1009], Speed: 227.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1019], Speed: 206.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1029], Speed: 219.067 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1039], Speed: 218.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1049], Speed: 200.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1059], Speed: 211.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1069], Speed: 218.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1079], Speed: 214.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1089], Speed: 211.313 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1099], Speed: 202.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1109], Speed: 228.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1119], Speed: 217.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1129], Speed: 223.927 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1139], Speed: 249.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.731 [Epoch 102][Batch 1149], Speed: 227.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 102][Batch 1159], Speed: 195.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 102][Batch 1169], Speed: 237.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 102][Batch 1179], Speed: 205.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 102][Batch 1189], Speed: 216.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 102][Batch 1199], Speed: 247.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 102][Batch 1209], Speed: 210.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 102][Batch 1219], Speed: 215.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 102] Training cost: 561.414, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 9], Speed: 206.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.231, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 103][Batch 19], Speed: 218.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.730 [Epoch 103][Batch 29], Speed: 216.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.222, HeatmapFocal=1.730 [Epoch 103][Batch 39], Speed: 208.449 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 49], Speed: 224.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 59], Speed: 229.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 69], Speed: 210.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 79], Speed: 231.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 89], Speed: 223.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 99], Speed: 211.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 109], Speed: 223.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 119], Speed: 217.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.222, HeatmapFocal=1.730 [Epoch 103][Batch 129], Speed: 217.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 139], Speed: 211.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 149], Speed: 221.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.730 [Epoch 103][Batch 159], Speed: 213.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 169], Speed: 214.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 179], Speed: 225.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.730 [Epoch 103][Batch 189], Speed: 212.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 199], Speed: 223.320 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 209], Speed: 221.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 219], Speed: 216.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 229], Speed: 215.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 239], Speed: 216.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 249], Speed: 206.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 259], Speed: 211.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 269], Speed: 228.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 279], Speed: 195.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 289], Speed: 207.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 299], Speed: 212.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 309], Speed: 208.485 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 319], Speed: 203.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 329], Speed: 215.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 339], Speed: 207.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 349], Speed: 231.559 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 359], Speed: 216.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 369], Speed: 210.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 379], Speed: 220.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 389], Speed: 232.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 399], Speed: 182.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 409], Speed: 209.666 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 419], Speed: 217.539 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 429], Speed: 196.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 439], Speed: 230.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 449], Speed: 202.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.729 [Epoch 103][Batch 459], Speed: 171.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 469], Speed: 227.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 479], Speed: 226.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 489], Speed: 209.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 499], Speed: 228.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 509], Speed: 212.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 519], Speed: 199.425 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 529], Speed: 211.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 539], Speed: 215.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 549], Speed: 210.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 559], Speed: 230.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 569], Speed: 226.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 579], Speed: 208.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 589], Speed: 220.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 599], Speed: 215.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 609], Speed: 210.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.728 [Epoch 103][Batch 619], Speed: 229.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.728 [Epoch 103][Batch 629], Speed: 217.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.728 [Epoch 103][Batch 639], Speed: 192.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.728 [Epoch 103][Batch 649], Speed: 222.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.728 [Epoch 103][Batch 659], Speed: 212.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.728 [Epoch 103][Batch 669], Speed: 220.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.728 [Epoch 103][Batch 679], Speed: 230.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.728 [Epoch 103][Batch 689], Speed: 195.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.728 [Epoch 103][Batch 699], Speed: 194.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.728 [Epoch 103][Batch 709], Speed: 231.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.728 [Epoch 103][Batch 719], Speed: 227.947 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 729], Speed: 227.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 739], Speed: 229.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 749], Speed: 182.877 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 759], Speed: 206.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 769], Speed: 209.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 779], Speed: 208.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 789], Speed: 193.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 799], Speed: 221.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 809], Speed: 221.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 819], Speed: 196.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 829], Speed: 223.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 839], Speed: 211.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 849], Speed: 198.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 859], Speed: 218.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 869], Speed: 233.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 879], Speed: 204.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 889], Speed: 228.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 899], Speed: 219.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 909], Speed: 212.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 919], Speed: 226.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 929], Speed: 226.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.727 [Epoch 103][Batch 939], Speed: 171.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 949], Speed: 228.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 959], Speed: 214.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 969], Speed: 205.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.727 [Epoch 103][Batch 979], Speed: 230.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 989], Speed: 221.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 999], Speed: 217.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1009], Speed: 210.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1019], Speed: 223.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1029], Speed: 206.270 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1039], Speed: 227.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1049], Speed: 209.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1059], Speed: 197.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1069], Speed: 231.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1079], Speed: 219.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1089], Speed: 220.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1099], Speed: 205.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1109], Speed: 228.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1119], Speed: 231.744 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1129], Speed: 244.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1139], Speed: 244.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.726 [Epoch 103][Batch 1149], Speed: 206.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.726 [Epoch 103][Batch 1159], Speed: 233.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.726 [Epoch 103][Batch 1169], Speed: 222.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1179], Speed: 211.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1189], Speed: 229.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1199], Speed: 215.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1209], Speed: 214.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.726 [Epoch 103][Batch 1219], Speed: 216.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.726 [Epoch 103] Training cost: 565.199, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.726 [Epoch 104][Batch 9], Speed: 187.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.218, HeatmapFocal=1.726 [Epoch 104][Batch 19], Speed: 220.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.220, HeatmapFocal=1.726 [Epoch 104][Batch 29], Speed: 190.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 39], Speed: 212.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 49], Speed: 194.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.220, HeatmapFocal=1.725 [Epoch 104][Batch 59], Speed: 220.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 69], Speed: 226.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.220, HeatmapFocal=1.725 [Epoch 104][Batch 79], Speed: 228.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 89], Speed: 227.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 99], Speed: 213.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 109], Speed: 233.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 119], Speed: 217.539 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 129], Speed: 226.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 139], Speed: 223.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 149], Speed: 210.931 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 159], Speed: 216.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 169], Speed: 220.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 179], Speed: 205.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 189], Speed: 209.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 199], Speed: 230.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 209], Speed: 229.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 219], Speed: 223.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.725 [Epoch 104][Batch 229], Speed: 221.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.725 [Epoch 104][Batch 239], Speed: 207.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.725 [Epoch 104][Batch 249], Speed: 218.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.725 [Epoch 104][Batch 259], Speed: 222.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.725 [Epoch 104][Batch 269], Speed: 162.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.725 [Epoch 104][Batch 279], Speed: 214.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 104][Batch 289], Speed: 211.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 299], Speed: 224.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 309], Speed: 189.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 319], Speed: 226.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 329], Speed: 219.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 339], Speed: 230.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 349], Speed: 226.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 359], Speed: 201.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 369], Speed: 213.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 379], Speed: 224.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 389], Speed: 197.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 399], Speed: 198.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 409], Speed: 217.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 419], Speed: 169.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 429], Speed: 205.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 439], Speed: 214.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 449], Speed: 195.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 459], Speed: 229.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 469], Speed: 215.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 479], Speed: 228.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 489], Speed: 213.893 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 499], Speed: 225.775 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 509], Speed: 186.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 519], Speed: 210.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 529], Speed: 221.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 539], Speed: 209.015 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 549], Speed: 221.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.724 [Epoch 104][Batch 559], Speed: 226.746 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 569], Speed: 214.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 579], Speed: 202.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 589], Speed: 225.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 599], Speed: 223.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 609], Speed: 201.991 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 619], Speed: 214.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 629], Speed: 216.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 639], Speed: 219.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 649], Speed: 222.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 659], Speed: 184.730 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 669], Speed: 218.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 679], Speed: 219.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 689], Speed: 216.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 699], Speed: 219.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 709], Speed: 225.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 719], Speed: 202.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 729], Speed: 212.368 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 739], Speed: 220.072 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 749], Speed: 209.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 759], Speed: 221.423 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 769], Speed: 222.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 779], Speed: 227.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 789], Speed: 220.947 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 799], Speed: 232.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 809], Speed: 212.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 819], Speed: 213.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.723 [Epoch 104][Batch 829], Speed: 216.464 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 839], Speed: 218.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 849], Speed: 210.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 859], Speed: 227.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 869], Speed: 186.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 879], Speed: 215.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 889], Speed: 218.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 899], Speed: 221.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 909], Speed: 225.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 919], Speed: 225.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 929], Speed: 219.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 939], Speed: 207.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 949], Speed: 220.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 959], Speed: 201.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 969], Speed: 223.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 979], Speed: 214.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 989], Speed: 202.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 999], Speed: 212.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 1009], Speed: 206.227 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 1019], Speed: 215.475 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 1029], Speed: 219.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 1039], Speed: 232.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 1049], Speed: 210.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 1059], Speed: 212.875 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 1069], Speed: 225.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 1079], Speed: 199.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 1089], Speed: 219.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.722 [Epoch 104][Batch 1099], Speed: 225.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1109], Speed: 231.542 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1119], Speed: 235.778 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1129], Speed: 234.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1139], Speed: 203.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1149], Speed: 237.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1159], Speed: 210.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1169], Speed: 217.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1179], Speed: 223.211 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1189], Speed: 228.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1199], Speed: 235.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1209], Speed: 210.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104][Batch 1219], Speed: 232.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 104] Training cost: 562.530, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 9], Speed: 212.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.721 [Epoch 105][Batch 19], Speed: 200.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 29], Speed: 231.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 39], Speed: 220.286 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 49], Speed: 224.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 59], Speed: 201.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 69], Speed: 221.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 79], Speed: 216.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 89], Speed: 230.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 99], Speed: 210.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 109], Speed: 208.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 119], Speed: 218.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 129], Speed: 217.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.721 [Epoch 105][Batch 139], Speed: 204.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 149], Speed: 217.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 159], Speed: 199.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 169], Speed: 206.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 179], Speed: 215.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 189], Speed: 218.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 199], Speed: 216.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 209], Speed: 218.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 219], Speed: 218.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 229], Speed: 211.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 239], Speed: 217.911 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 249], Speed: 213.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 259], Speed: 216.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 269], Speed: 202.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 279], Speed: 202.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 289], Speed: 209.400 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 299], Speed: 192.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 309], Speed: 200.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 319], Speed: 190.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 329], Speed: 225.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 339], Speed: 225.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 349], Speed: 211.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 359], Speed: 225.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 369], Speed: 213.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 379], Speed: 191.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 389], Speed: 220.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 399], Speed: 221.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 105][Batch 409], Speed: 203.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 419], Speed: 214.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 429], Speed: 210.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 439], Speed: 203.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 449], Speed: 225.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 459], Speed: 217.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 469], Speed: 224.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 479], Speed: 207.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 489], Speed: 205.853 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 499], Speed: 216.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 509], Speed: 209.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 519], Speed: 222.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 529], Speed: 214.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 539], Speed: 196.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 549], Speed: 208.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 559], Speed: 216.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 569], Speed: 216.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 579], Speed: 214.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 589], Speed: 220.639 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 599], Speed: 192.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 609], Speed: 208.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 619], Speed: 210.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 629], Speed: 219.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 639], Speed: 216.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 649], Speed: 226.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 659], Speed: 199.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 669], Speed: 193.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.719 [Epoch 105][Batch 679], Speed: 213.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 689], Speed: 219.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 699], Speed: 221.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 709], Speed: 217.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 719], Speed: 219.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 729], Speed: 207.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 739], Speed: 216.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 749], Speed: 216.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 759], Speed: 194.313 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 769], Speed: 210.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 779], Speed: 208.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 789], Speed: 214.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 799], Speed: 201.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 809], Speed: 205.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 819], Speed: 197.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 829], Speed: 219.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 839], Speed: 219.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 849], Speed: 200.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 859], Speed: 226.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 869], Speed: 212.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 879], Speed: 221.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 889], Speed: 214.534 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 899], Speed: 190.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 909], Speed: 197.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 919], Speed: 221.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 929], Speed: 214.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 939], Speed: 217.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.718 [Epoch 105][Batch 949], Speed: 224.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 959], Speed: 212.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 969], Speed: 211.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 979], Speed: 215.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 989], Speed: 211.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 999], Speed: 211.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1009], Speed: 213.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1019], Speed: 216.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1029], Speed: 198.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1039], Speed: 219.187 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1049], Speed: 212.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1059], Speed: 224.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1069], Speed: 207.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1079], Speed: 215.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1089], Speed: 218.125 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1099], Speed: 222.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1109], Speed: 228.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1119], Speed: 225.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1129], Speed: 201.850 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1139], Speed: 232.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1149], Speed: 232.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1159], Speed: 207.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1169], Speed: 236.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1179], Speed: 210.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1189], Speed: 213.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1199], Speed: 238.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1209], Speed: 207.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105][Batch 1219], Speed: 217.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.717 [Epoch 105] Training cost: 564.160, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 9], Speed: 210.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 19], Speed: 212.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.220, HeatmapFocal=1.716 [Epoch 106][Batch 29], Speed: 222.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.716 [Epoch 106][Batch 39], Speed: 215.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.220, HeatmapFocal=1.716 [Epoch 106][Batch 49], Speed: 202.165 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 59], Speed: 205.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 69], Speed: 219.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 79], Speed: 221.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 89], Speed: 213.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 99], Speed: 209.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 109], Speed: 224.167 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 119], Speed: 216.724 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 129], Speed: 206.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 139], Speed: 201.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 149], Speed: 242.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 159], Speed: 185.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 169], Speed: 191.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 179], Speed: 217.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 189], Speed: 206.275 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 199], Speed: 223.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 209], Speed: 221.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 219], Speed: 193.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 229], Speed: 198.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 239], Speed: 201.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 249], Speed: 212.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 259], Speed: 191.473 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 106][Batch 269], Speed: 214.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 279], Speed: 188.931 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 289], Speed: 210.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 299], Speed: 216.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 309], Speed: 227.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 319], Speed: 198.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 329], Speed: 207.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 339], Speed: 230.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 349], Speed: 228.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 359], Speed: 216.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 369], Speed: 229.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 379], Speed: 211.752 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.222, HeatmapFocal=1.715 [Epoch 106][Batch 389], Speed: 218.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 399], Speed: 226.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 409], Speed: 219.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 419], Speed: 205.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 429], Speed: 223.809 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 439], Speed: 198.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 449], Speed: 220.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 459], Speed: 208.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 469], Speed: 231.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 479], Speed: 214.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 489], Speed: 212.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 499], Speed: 218.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 509], Speed: 217.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 519], Speed: 214.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 529], Speed: 213.227 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.715 [Epoch 106][Batch 539], Speed: 221.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 549], Speed: 215.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 559], Speed: 212.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 569], Speed: 211.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 579], Speed: 217.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 589], Speed: 217.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 599], Speed: 215.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 609], Speed: 215.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 619], Speed: 211.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 629], Speed: 225.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 639], Speed: 199.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 649], Speed: 214.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 659], Speed: 215.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 669], Speed: 205.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 679], Speed: 212.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 689], Speed: 208.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 699], Speed: 215.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 709], Speed: 194.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 719], Speed: 205.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 729], Speed: 214.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 739], Speed: 204.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 749], Speed: 217.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 759], Speed: 218.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 769], Speed: 214.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 779], Speed: 211.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 789], Speed: 204.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 799], Speed: 208.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 809], Speed: 194.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.714 [Epoch 106][Batch 819], Speed: 217.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 829], Speed: 198.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 839], Speed: 206.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 849], Speed: 222.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 859], Speed: 212.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 869], Speed: 218.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 879], Speed: 205.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 889], Speed: 205.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 899], Speed: 206.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 909], Speed: 222.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 919], Speed: 216.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 929], Speed: 214.551 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 939], Speed: 220.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 949], Speed: 210.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 959], Speed: 212.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 969], Speed: 234.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 979], Speed: 205.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 989], Speed: 178.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 999], Speed: 221.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 1009], Speed: 233.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 1019], Speed: 219.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 1029], Speed: 208.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 1039], Speed: 200.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 1049], Speed: 210.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 1059], Speed: 213.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 1069], Speed: 221.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 1079], Speed: 212.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.713 [Epoch 106][Batch 1089], Speed: 222.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1099], Speed: 209.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1109], Speed: 218.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1119], Speed: 235.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1129], Speed: 208.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1139], Speed: 242.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1149], Speed: 201.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1159], Speed: 228.778 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1169], Speed: 228.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1179], Speed: 214.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1189], Speed: 216.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1199], Speed: 207.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1209], Speed: 206.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106][Batch 1219], Speed: 207.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 106] Training cost: 563.823, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 107][Batch 9], Speed: 198.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.712 [Epoch 107][Batch 19], Speed: 210.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 107][Batch 29], Speed: 211.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 107][Batch 39], Speed: 199.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.222, HeatmapFocal=1.712 [Epoch 107][Batch 49], Speed: 207.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 107][Batch 59], Speed: 217.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 107][Batch 69], Speed: 215.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 107][Batch 79], Speed: 206.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 107][Batch 89], Speed: 201.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.712 [Epoch 107][Batch 99], Speed: 220.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.712 [Epoch 107][Batch 109], Speed: 233.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.712 [Epoch 107][Batch 119], Speed: 197.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.712 [Epoch 107][Batch 129], Speed: 232.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.712 [Epoch 107][Batch 139], Speed: 200.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.712 [Epoch 107][Batch 149], Speed: 236.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 159], Speed: 205.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 169], Speed: 181.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 179], Speed: 212.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 189], Speed: 226.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 199], Speed: 211.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 209], Speed: 217.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 219], Speed: 218.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 229], Speed: 205.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 239], Speed: 208.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 249], Speed: 223.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 259], Speed: 213.927 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 269], Speed: 211.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 279], Speed: 199.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 289], Speed: 228.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 299], Speed: 216.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 309], Speed: 230.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 319], Speed: 214.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 329], Speed: 204.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 339], Speed: 218.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 349], Speed: 211.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 359], Speed: 224.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 369], Speed: 223.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 379], Speed: 216.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 389], Speed: 218.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 399], Speed: 203.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 409], Speed: 210.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 419], Speed: 224.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.711 [Epoch 107][Batch 429], Speed: 234.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 439], Speed: 176.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 449], Speed: 219.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 459], Speed: 214.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 469], Speed: 207.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 479], Speed: 202.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 489], Speed: 229.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 499], Speed: 192.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 509], Speed: 217.534 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 519], Speed: 221.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 529], Speed: 215.721 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 539], Speed: 223.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 549], Speed: 221.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 559], Speed: 193.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 569], Speed: 220.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 579], Speed: 212.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 589], Speed: 218.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 599], Speed: 218.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 609], Speed: 229.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 619], Speed: 213.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 629], Speed: 219.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 639], Speed: 197.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 649], Speed: 206.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 659], Speed: 219.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 669], Speed: 234.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 679], Speed: 222.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 689], Speed: 213.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.710 [Epoch 107][Batch 699], Speed: 173.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 709], Speed: 218.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 719], Speed: 196.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 729], Speed: 217.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 739], Speed: 214.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 749], Speed: 225.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 759], Speed: 228.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 769], Speed: 225.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 779], Speed: 208.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 789], Speed: 226.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 799], Speed: 231.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 809], Speed: 213.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 819], Speed: 203.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 829], Speed: 228.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 839], Speed: 218.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 849], Speed: 210.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 859], Speed: 211.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 869], Speed: 219.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 879], Speed: 217.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 889], Speed: 196.452 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 899], Speed: 200.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 909], Speed: 201.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 919], Speed: 224.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 929], Speed: 222.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 939], Speed: 225.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 949], Speed: 207.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.709 [Epoch 107][Batch 959], Speed: 215.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.709 [Epoch 107][Batch 969], Speed: 223.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.709 [Epoch 107][Batch 979], Speed: 211.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 107][Batch 989], Speed: 210.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 107][Batch 999], Speed: 213.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 107][Batch 1009], Speed: 212.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1019], Speed: 206.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1029], Speed: 229.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1039], Speed: 220.730 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1049], Speed: 219.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 107][Batch 1059], Speed: 213.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1069], Speed: 193.486 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 107][Batch 1079], Speed: 201.991 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1089], Speed: 201.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1099], Speed: 189.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1109], Speed: 218.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1119], Speed: 217.432 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1129], Speed: 204.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1139], Speed: 245.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1149], Speed: 213.775 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1159], Speed: 220.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 107][Batch 1169], Speed: 227.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1179], Speed: 228.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1189], Speed: 221.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1199], Speed: 208.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1209], Speed: 231.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107][Batch 1219], Speed: 226.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 107] Training cost: 562.811, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 108][Batch 9], Speed: 231.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 108][Batch 19], Speed: 233.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.708 [Epoch 108][Batch 29], Speed: 222.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 108][Batch 39], Speed: 217.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.707 [Epoch 108][Batch 49], Speed: 217.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.707 [Epoch 108][Batch 59], Speed: 216.286 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.707 [Epoch 108][Batch 69], Speed: 213.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.707 [Epoch 108][Batch 79], Speed: 208.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.707 [Epoch 108][Batch 89], Speed: 231.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 99], Speed: 204.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 109], Speed: 210.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 119], Speed: 218.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 129], Speed: 232.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 139], Speed: 230.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 149], Speed: 224.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 159], Speed: 214.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 169], Speed: 189.801 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 179], Speed: 232.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 189], Speed: 223.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 199], Speed: 227.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 209], Speed: 229.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 219], Speed: 211.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 229], Speed: 211.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 239], Speed: 202.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 249], Speed: 222.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 259], Speed: 223.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 269], Speed: 227.607 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 279], Speed: 213.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 289], Speed: 219.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 299], Speed: 229.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 309], Speed: 231.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 108][Batch 319], Speed: 214.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 329], Speed: 211.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 339], Speed: 213.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 349], Speed: 225.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 359], Speed: 229.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 369], Speed: 226.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 379], Speed: 225.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 389], Speed: 216.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 399], Speed: 193.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 409], Speed: 219.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 419], Speed: 202.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 429], Speed: 223.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 439], Speed: 228.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 449], Speed: 198.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 459], Speed: 206.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 469], Speed: 210.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 479], Speed: 219.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 489], Speed: 228.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 499], Speed: 225.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 509], Speed: 218.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 519], Speed: 208.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 529], Speed: 205.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 539], Speed: 204.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 549], Speed: 207.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 559], Speed: 225.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 569], Speed: 220.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 579], Speed: 227.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 589], Speed: 214.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 108][Batch 599], Speed: 214.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 609], Speed: 190.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 619], Speed: 219.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 629], Speed: 219.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 639], Speed: 206.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 649], Speed: 208.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 659], Speed: 209.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 669], Speed: 195.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 679], Speed: 184.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 689], Speed: 224.026 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 699], Speed: 210.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 709], Speed: 211.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 719], Speed: 199.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 729], Speed: 218.542 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 739], Speed: 225.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 749], Speed: 200.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 759], Speed: 194.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 769], Speed: 189.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 779], Speed: 228.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 789], Speed: 230.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 799], Speed: 214.799 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 809], Speed: 218.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 819], Speed: 190.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 829], Speed: 214.009 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 839], Speed: 202.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 849], Speed: 213.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 859], Speed: 217.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 869], Speed: 220.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 108][Batch 879], Speed: 223.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 889], Speed: 222.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 899], Speed: 192.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 909], Speed: 218.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 919], Speed: 231.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 929], Speed: 221.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 939], Speed: 213.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 949], Speed: 199.996 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 959], Speed: 205.091 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 969], Speed: 195.873 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 979], Speed: 204.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 989], Speed: 218.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 999], Speed: 209.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1009], Speed: 206.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1019], Speed: 217.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1029], Speed: 210.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1039], Speed: 228.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1049], Speed: 215.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1059], Speed: 231.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1069], Speed: 214.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1079], Speed: 204.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1089], Speed: 217.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1099], Speed: 213.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1109], Speed: 217.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1119], Speed: 233.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1129], Speed: 234.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1139], Speed: 212.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1149], Speed: 213.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 108][Batch 1159], Speed: 207.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 108][Batch 1169], Speed: 213.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 108][Batch 1179], Speed: 236.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 108][Batch 1189], Speed: 221.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 108][Batch 1199], Speed: 216.313 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 108][Batch 1209], Speed: 223.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 108][Batch 1219], Speed: 220.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 108] Training cost: 561.700, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 9], Speed: 210.005 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 109][Batch 19], Speed: 223.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 109][Batch 29], Speed: 230.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 39], Speed: 231.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 109][Batch 49], Speed: 224.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 109][Batch 59], Speed: 215.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 69], Speed: 225.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 79], Speed: 222.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.222, HeatmapFocal=1.703 [Epoch 109][Batch 89], Speed: 219.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 99], Speed: 210.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 109], Speed: 215.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 119], Speed: 216.601 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 129], Speed: 223.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 139], Speed: 228.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 149], Speed: 215.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 159], Speed: 193.811 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 169], Speed: 209.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 179], Speed: 230.400 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 189], Speed: 226.811 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 199], Speed: 234.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 209], Speed: 229.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.703 [Epoch 109][Batch 219], Speed: 212.514 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 229], Speed: 206.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 239], Speed: 229.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 249], Speed: 221.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 259], Speed: 232.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 269], Speed: 228.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 279], Speed: 208.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 289], Speed: 203.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 299], Speed: 200.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 309], Speed: 222.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 319], Speed: 235.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 329], Speed: 215.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 339], Speed: 209.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 349], Speed: 202.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 359], Speed: 221.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 369], Speed: 214.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 379], Speed: 227.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 389], Speed: 195.286 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 399], Speed: 207.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 409], Speed: 201.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 419], Speed: 213.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 429], Speed: 230.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 439], Speed: 228.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 449], Speed: 233.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 459], Speed: 193.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 469], Speed: 216.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 479], Speed: 220.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 489], Speed: 220.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.702 [Epoch 109][Batch 499], Speed: 219.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 509], Speed: 217.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 519], Speed: 204.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 529], Speed: 216.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 539], Speed: 225.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 549], Speed: 216.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 559], Speed: 235.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 569], Speed: 212.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 579], Speed: 222.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 589], Speed: 218.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 599], Speed: 185.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 609], Speed: 225.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 619], Speed: 226.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 629], Speed: 177.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 639], Speed: 224.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 649], Speed: 223.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 659], Speed: 220.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 669], Speed: 230.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 679], Speed: 224.724 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 689], Speed: 214.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 699], Speed: 214.196 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 709], Speed: 216.211 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 719], Speed: 221.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 729], Speed: 233.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 739], Speed: 221.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 749], Speed: 217.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 759], Speed: 211.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 769], Speed: 214.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 779], Speed: 198.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.701 [Epoch 109][Batch 789], Speed: 218.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 799], Speed: 209.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 809], Speed: 226.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 819], Speed: 208.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 829], Speed: 216.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 839], Speed: 207.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 849], Speed: 222.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 859], Speed: 201.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 869], Speed: 224.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 879], Speed: 216.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 889], Speed: 221.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 899], Speed: 195.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 909], Speed: 224.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 919], Speed: 214.549 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 929], Speed: 192.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 939], Speed: 211.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 949], Speed: 220.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 959], Speed: 221.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 969], Speed: 221.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 979], Speed: 222.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 989], Speed: 192.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 999], Speed: 221.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 1009], Speed: 208.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 1019], Speed: 222.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 1029], Speed: 215.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 1039], Speed: 217.928 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 1049], Speed: 215.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 1059], Speed: 212.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.700 [Epoch 109][Batch 1069], Speed: 224.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1079], Speed: 219.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1089], Speed: 217.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1099], Speed: 210.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1109], Speed: 219.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1119], Speed: 220.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1129], Speed: 215.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1139], Speed: 211.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1149], Speed: 210.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1159], Speed: 211.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1169], Speed: 213.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1179], Speed: 208.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1189], Speed: 224.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1199], Speed: 195.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1209], Speed: 220.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109][Batch 1219], Speed: 206.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 109] Training cost: 564.726, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 110][Batch 9], Speed: 222.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 110][Batch 19], Speed: 193.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 110][Batch 29], Speed: 194.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 110][Batch 39], Speed: 215.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 110][Batch 49], Speed: 200.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 110][Batch 59], Speed: 230.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 110][Batch 69], Speed: 201.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 110][Batch 79], Speed: 220.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 110][Batch 89], Speed: 215.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.222, HeatmapFocal=1.699 [Epoch 110][Batch 99], Speed: 223.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 110][Batch 109], Speed: 207.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 110][Batch 119], Speed: 204.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.699 [Epoch 110][Batch 129], Speed: 211.746 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 139], Speed: 213.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.222, HeatmapFocal=1.698 [Epoch 110][Batch 149], Speed: 104.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 159], Speed: 226.923 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 169], Speed: 207.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 179], Speed: 211.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 189], Speed: 201.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 199], Speed: 212.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 209], Speed: 219.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 219], Speed: 167.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 229], Speed: 218.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 239], Speed: 214.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 249], Speed: 198.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 259], Speed: 223.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 269], Speed: 214.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 279], Speed: 217.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 289], Speed: 211.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 299], Speed: 214.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 309], Speed: 202.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 319], Speed: 222.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 329], Speed: 227.270 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 339], Speed: 230.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 349], Speed: 214.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 359], Speed: 223.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 369], Speed: 208.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 379], Speed: 208.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 389], Speed: 208.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 399], Speed: 213.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 409], Speed: 206.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.698 [Epoch 110][Batch 419], Speed: 212.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 429], Speed: 210.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 439], Speed: 229.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 449], Speed: 224.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 459], Speed: 225.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 469], Speed: 206.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 479], Speed: 215.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 489], Speed: 211.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 499], Speed: 214.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 509], Speed: 205.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 519], Speed: 226.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 529], Speed: 196.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 539], Speed: 193.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 549], Speed: 213.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 559], Speed: 217.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 569], Speed: 222.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 579], Speed: 213.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 589], Speed: 203.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 599], Speed: 205.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 609], Speed: 207.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 619], Speed: 224.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 629], Speed: 211.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 639], Speed: 223.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 649], Speed: 210.971 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 659], Speed: 178.971 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 669], Speed: 212.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 679], Speed: 214.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 689], Speed: 210.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 699], Speed: 218.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.697 [Epoch 110][Batch 709], Speed: 217.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 719], Speed: 214.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 729], Speed: 210.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 739], Speed: 232.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 749], Speed: 213.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 759], Speed: 219.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 769], Speed: 218.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 779], Speed: 219.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 789], Speed: 214.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 799], Speed: 213.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 809], Speed: 226.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 819], Speed: 220.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 829], Speed: 217.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 839], Speed: 209.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 849], Speed: 210.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 859], Speed: 232.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 869], Speed: 212.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 879], Speed: 198.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 889], Speed: 221.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 899], Speed: 217.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 909], Speed: 197.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 919], Speed: 227.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 929], Speed: 224.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 939], Speed: 224.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 949], Speed: 224.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 959], Speed: 200.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 969], Speed: 196.724 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 979], Speed: 225.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 989], Speed: 197.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.696 [Epoch 110][Batch 999], Speed: 211.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1009], Speed: 216.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1019], Speed: 220.295 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1029], Speed: 213.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1039], Speed: 226.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1049], Speed: 203.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1059], Speed: 205.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1069], Speed: 227.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1079], Speed: 214.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1089], Speed: 211.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1099], Speed: 229.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1109], Speed: 207.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1119], Speed: 240.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1129], Speed: 213.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1139], Speed: 206.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1149], Speed: 217.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1159], Speed: 214.549 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1169], Speed: 230.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1179], Speed: 232.559 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1189], Speed: 218.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1199], Speed: 219.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1209], Speed: 230.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110][Batch 1219], Speed: 222.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110] Training cost: 569.777, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 110] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.315 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.500 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.330 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.108 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.354 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.278 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.430 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.178 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.662 person=42.4 bicycle=21.2 car=28.4 motorcycle=32.0 airplane=52.9 bus=55.8 train=57.2 truck=27.0 boat=16.3 traffic light=16.3 fire hydrant=55.9 stop sign=53.1 parking meter=36.7 bench=17.4 bird=25.6 cat=59.1 dog=55.3 horse=51.8 sheep=41.9 cow=41.5 elephant=54.4 bear=66.5 zebra=59.0 giraffe=62.0 backpack=8.5 umbrella=30.3 handbag=8.3 tie=20.6 suitcase=28.0 frisbee=45.0 skis=16.3 snowboard=23.8 sports ball=27.8 kite=28.9 baseball bat=17.2 baseball glove=23.8 skateboard=42.6 surfboard=25.0 tennis racket=36.1 bottle=23.8 wine glass=22.8 cup=27.9 fork=19.9 knife=8.4 spoon=7.1 bowl=30.5 banana=17.3 apple=12.5 sandwich=30.7 orange=25.6 broccoli=18.1 carrot=14.5 hot dog=26.2 pizza=40.6 donut=35.3 cake=27.8 chair=19.6 couch=38.4 potted plant=18.8 bed=36.1 dining table=21.4 toilet=55.9 tv=47.1 laptop=49.9 mouse=46.3 remote=15.3 keyboard=38.8 cell phone=22.8 microwave=46.2 oven=28.0 toaster=17.9 sink=30.1 refrigerator=44.2 book=4.5 clock=39.5 vase=26.0 scissors=22.3 teddy bear=38.2 hair drier=0.3 toothbrush=13.5 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =31.5 [Epoch 111][Batch 9], Speed: 202.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 111][Batch 19], Speed: 229.694 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 111][Batch 29], Speed: 230.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.695 [Epoch 111][Batch 39], Speed: 227.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.695 [Epoch 111][Batch 49], Speed: 212.566 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 111][Batch 59], Speed: 210.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.695 [Epoch 111][Batch 69], Speed: 209.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 79], Speed: 217.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 89], Speed: 207.842 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 99], Speed: 196.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 109], Speed: 233.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 119], Speed: 211.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 129], Speed: 205.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.694 [Epoch 111][Batch 139], Speed: 229.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.694 [Epoch 111][Batch 149], Speed: 198.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.694 [Epoch 111][Batch 159], Speed: 215.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.694 [Epoch 111][Batch 169], Speed: 197.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.694 [Epoch 111][Batch 179], Speed: 203.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 189], Speed: 215.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 199], Speed: 213.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 209], Speed: 214.747 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.694 [Epoch 111][Batch 219], Speed: 223.873 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.694 [Epoch 111][Batch 229], Speed: 231.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 239], Speed: 223.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 249], Speed: 207.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 259], Speed: 220.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 269], Speed: 201.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 279], Speed: 195.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 289], Speed: 198.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 299], Speed: 218.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 309], Speed: 205.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 319], Speed: 207.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 329], Speed: 215.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 339], Speed: 211.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.694 [Epoch 111][Batch 349], Speed: 230.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 359], Speed: 213.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 369], Speed: 209.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 379], Speed: 211.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 389], Speed: 221.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 399], Speed: 197.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 409], Speed: 198.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 419], Speed: 208.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 429], Speed: 212.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 439], Speed: 229.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 449], Speed: 213.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 459], Speed: 218.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 469], Speed: 233.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 479], Speed: 226.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 489], Speed: 208.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 499], Speed: 226.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 509], Speed: 203.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 519], Speed: 215.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 529], Speed: 209.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 539], Speed: 225.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 549], Speed: 208.167 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 559], Speed: 224.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 569], Speed: 216.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 579], Speed: 217.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 589], Speed: 229.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 599], Speed: 228.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 609], Speed: 205.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 619], Speed: 219.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 629], Speed: 213.747 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.693 [Epoch 111][Batch 639], Speed: 213.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 649], Speed: 225.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 659], Speed: 203.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 669], Speed: 209.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 679], Speed: 223.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 689], Speed: 224.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 699], Speed: 231.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 709], Speed: 213.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 719], Speed: 216.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 729], Speed: 197.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 739], Speed: 205.920 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 749], Speed: 215.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 759], Speed: 217.479 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 769], Speed: 184.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 779], Speed: 200.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 789], Speed: 201.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 799], Speed: 219.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 809], Speed: 226.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 819], Speed: 211.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 829], Speed: 213.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 839], Speed: 233.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 849], Speed: 211.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 859], Speed: 217.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 869], Speed: 211.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 879], Speed: 216.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 889], Speed: 210.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 899], Speed: 224.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 909], Speed: 207.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 919], Speed: 230.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.692 [Epoch 111][Batch 929], Speed: 215.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 939], Speed: 218.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 949], Speed: 203.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 959], Speed: 226.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 969], Speed: 192.920 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 979], Speed: 219.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 989], Speed: 206.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 999], Speed: 212.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1009], Speed: 221.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1019], Speed: 214.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1029], Speed: 207.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1039], Speed: 228.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1049], Speed: 209.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1059], Speed: 214.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1069], Speed: 211.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1079], Speed: 233.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1089], Speed: 196.527 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1099], Speed: 208.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1109], Speed: 212.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1119], Speed: 223.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1129], Speed: 198.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1139], Speed: 220.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1149], Speed: 238.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1159], Speed: 200.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1169], Speed: 211.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1179], Speed: 232.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1189], Speed: 200.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1199], Speed: 220.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1209], Speed: 207.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111][Batch 1219], Speed: 213.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.691 [Epoch 111] Training cost: 568.173, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 9], Speed: 215.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 19], Speed: 199.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 29], Speed: 217.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 39], Speed: 198.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.222, HeatmapFocal=1.690 [Epoch 112][Batch 49], Speed: 215.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.222, HeatmapFocal=1.690 [Epoch 112][Batch 59], Speed: 217.034 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 69], Speed: 225.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 79], Speed: 213.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 89], Speed: 222.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.222, HeatmapFocal=1.690 [Epoch 112][Batch 99], Speed: 228.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.222, HeatmapFocal=1.690 [Epoch 112][Batch 109], Speed: 223.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 119], Speed: 229.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 129], Speed: 209.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 139], Speed: 190.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 149], Speed: 220.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 159], Speed: 206.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 169], Speed: 210.566 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 179], Speed: 226.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 189], Speed: 223.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 199], Speed: 204.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 209], Speed: 225.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 219], Speed: 198.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 229], Speed: 219.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 239], Speed: 226.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 249], Speed: 225.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 259], Speed: 195.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 269], Speed: 227.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 279], Speed: 207.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 289], Speed: 213.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.690 [Epoch 112][Batch 299], Speed: 221.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 309], Speed: 229.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 319], Speed: 205.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 329], Speed: 231.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 339], Speed: 206.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 349], Speed: 203.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 359], Speed: 205.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 369], Speed: 220.056 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 379], Speed: 201.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 389], Speed: 192.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 399], Speed: 210.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 409], Speed: 207.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 419], Speed: 201.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 429], Speed: 228.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 439], Speed: 221.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 449], Speed: 213.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 459], Speed: 226.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 469], Speed: 211.911 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 479], Speed: 177.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 489], Speed: 204.009 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 499], Speed: 210.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 509], Speed: 191.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 519], Speed: 229.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 529], Speed: 223.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 539], Speed: 200.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 549], Speed: 228.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 559], Speed: 201.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 569], Speed: 219.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 579], Speed: 227.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.689 [Epoch 112][Batch 589], Speed: 220.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 599], Speed: 197.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 609], Speed: 223.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 619], Speed: 218.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 629], Speed: 209.809 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 639], Speed: 197.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 649], Speed: 208.139 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 659], Speed: 196.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 669], Speed: 222.313 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 679], Speed: 214.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 689], Speed: 223.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 699], Speed: 202.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 709], Speed: 230.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 719], Speed: 203.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 729], Speed: 206.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 739], Speed: 190.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 749], Speed: 214.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 759], Speed: 204.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 769], Speed: 223.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 779], Speed: 212.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 789], Speed: 227.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 799], Speed: 210.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 809], Speed: 221.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 819], Speed: 212.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 829], Speed: 222.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 839], Speed: 187.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 849], Speed: 217.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 859], Speed: 218.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 869], Speed: 218.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 879], Speed: 226.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.688 [Epoch 112][Batch 889], Speed: 209.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 899], Speed: 208.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 909], Speed: 233.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 919], Speed: 209.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 929], Speed: 215.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 939], Speed: 215.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 949], Speed: 208.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 959], Speed: 186.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 969], Speed: 219.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 979], Speed: 203.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 989], Speed: 192.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 999], Speed: 203.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1009], Speed: 221.932 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1019], Speed: 230.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1029], Speed: 219.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1039], Speed: 199.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1049], Speed: 205.950 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1059], Speed: 224.861 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1069], Speed: 206.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1079], Speed: 223.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1089], Speed: 193.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1099], Speed: 202.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1109], Speed: 203.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1119], Speed: 202.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1129], Speed: 214.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1139], Speed: 217.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1149], Speed: 207.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1159], Speed: 238.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1169], Speed: 230.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1179], Speed: 201.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.687 [Epoch 112][Batch 1189], Speed: 229.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 112][Batch 1199], Speed: 221.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 112][Batch 1209], Speed: 230.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 112][Batch 1219], Speed: 208.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 112] Training cost: 563.694, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 113][Batch 9], Speed: 223.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.219, HeatmapFocal=1.686 [Epoch 113][Batch 19], Speed: 209.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.686 [Epoch 113][Batch 29], Speed: 224.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 39], Speed: 198.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 49], Speed: 206.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 59], Speed: 202.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 69], Speed: 226.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 79], Speed: 232.549 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.686 [Epoch 113][Batch 89], Speed: 221.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 99], Speed: 228.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 109], Speed: 214.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 119], Speed: 221.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 129], Speed: 198.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 139], Speed: 218.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 149], Speed: 197.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 159], Speed: 211.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 169], Speed: 201.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 179], Speed: 226.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 189], Speed: 215.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 199], Speed: 217.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 209], Speed: 199.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 219], Speed: 206.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 229], Speed: 198.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 239], Speed: 225.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 249], Speed: 210.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.686 [Epoch 113][Batch 259], Speed: 222.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 269], Speed: 196.942 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 279], Speed: 208.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 289], Speed: 221.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 299], Speed: 214.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 309], Speed: 215.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 319], Speed: 213.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 329], Speed: 219.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 339], Speed: 213.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 349], Speed: 215.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 359], Speed: 217.875 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 369], Speed: 209.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 379], Speed: 222.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 389], Speed: 200.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 399], Speed: 212.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 409], Speed: 201.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 419], Speed: 202.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 429], Speed: 197.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 439], Speed: 221.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 449], Speed: 205.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 459], Speed: 217.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 469], Speed: 214.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 479], Speed: 208.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 489], Speed: 212.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 499], Speed: 218.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 509], Speed: 177.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 519], Speed: 210.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 529], Speed: 217.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 539], Speed: 208.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 549], Speed: 224.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.685 [Epoch 113][Batch 559], Speed: 218.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 113][Batch 569], Speed: 200.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 113][Batch 579], Speed: 222.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 113][Batch 589], Speed: 228.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 113][Batch 599], Speed: 191.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 113][Batch 609], Speed: 218.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 113][Batch 619], Speed: 215.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.684 [Epoch 113][Batch 629], Speed: 219.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 639], Speed: 199.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 649], Speed: 199.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 659], Speed: 205.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 669], Speed: 207.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 679], Speed: 221.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 689], Speed: 222.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 699], Speed: 228.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 709], Speed: 200.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 719], Speed: 220.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 729], Speed: 226.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 739], Speed: 213.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 749], Speed: 215.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 759], Speed: 229.985 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 769], Speed: 211.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 779], Speed: 211.459 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 789], Speed: 232.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 799], Speed: 229.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 809], Speed: 200.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 819], Speed: 223.744 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 829], Speed: 217.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 839], Speed: 211.045 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 849], Speed: 200.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.684 [Epoch 113][Batch 859], Speed: 219.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 869], Speed: 212.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 879], Speed: 204.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 889], Speed: 192.362 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 899], Speed: 213.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 909], Speed: 220.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 919], Speed: 217.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 929], Speed: 189.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 939], Speed: 213.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 949], Speed: 204.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 959], Speed: 213.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 969], Speed: 209.090 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 979], Speed: 221.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 989], Speed: 224.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 999], Speed: 204.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1009], Speed: 199.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1019], Speed: 195.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1029], Speed: 208.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1039], Speed: 227.748 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1049], Speed: 216.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1059], Speed: 204.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1069], Speed: 204.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1079], Speed: 220.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1089], Speed: 210.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1099], Speed: 217.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1109], Speed: 203.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1119], Speed: 202.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1129], Speed: 224.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1139], Speed: 210.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1149], Speed: 200.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.683 [Epoch 113][Batch 1159], Speed: 220.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 113][Batch 1169], Speed: 229.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 113][Batch 1179], Speed: 206.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 113][Batch 1189], Speed: 218.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 113][Batch 1199], Speed: 234.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 113][Batch 1209], Speed: 225.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 113][Batch 1219], Speed: 197.119 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 113] Training cost: 567.358, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 9], Speed: 214.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.223, HeatmapFocal=1.682 [Epoch 114][Batch 19], Speed: 211.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.222, HeatmapFocal=1.682 [Epoch 114][Batch 29], Speed: 231.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.222, HeatmapFocal=1.682 [Epoch 114][Batch 39], Speed: 197.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.222, HeatmapFocal=1.682 [Epoch 114][Batch 49], Speed: 215.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.222, HeatmapFocal=1.682 [Epoch 114][Batch 59], Speed: 223.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.222, HeatmapFocal=1.682 [Epoch 114][Batch 69], Speed: 212.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 79], Speed: 227.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 89], Speed: 208.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 99], Speed: 212.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 109], Speed: 226.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 119], Speed: 211.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 129], Speed: 220.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 139], Speed: 247.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 149], Speed: 206.816 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 159], Speed: 213.947 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 169], Speed: 221.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 179], Speed: 209.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 189], Speed: 229.738 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 199], Speed: 227.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 209], Speed: 216.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 219], Speed: 217.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 229], Speed: 200.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.682 [Epoch 114][Batch 239], Speed: 214.950 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 249], Speed: 213.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 259], Speed: 233.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 269], Speed: 227.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 279], Speed: 192.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 289], Speed: 185.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 299], Speed: 217.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 309], Speed: 208.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 319], Speed: 228.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 329], Speed: 227.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 339], Speed: 212.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 349], Speed: 229.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 359], Speed: 202.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 369], Speed: 230.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 379], Speed: 212.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 389], Speed: 226.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 399], Speed: 217.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 409], Speed: 211.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 419], Speed: 205.816 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 429], Speed: 216.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 439], Speed: 226.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 449], Speed: 227.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 459], Speed: 222.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 469], Speed: 219.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 479], Speed: 220.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 489], Speed: 229.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 499], Speed: 219.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 114][Batch 509], Speed: 225.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 519], Speed: 212.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 529], Speed: 233.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.681 [Epoch 114][Batch 539], Speed: 193.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.680 [Epoch 114][Batch 549], Speed: 233.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 559], Speed: 223.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 569], Speed: 212.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 579], Speed: 214.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 589], Speed: 225.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 599], Speed: 220.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 609], Speed: 238.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 619], Speed: 209.875 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 629], Speed: 219.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 639], Speed: 205.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 649], Speed: 224.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 659], Speed: 186.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 669], Speed: 225.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 679], Speed: 227.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 689], Speed: 216.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 699], Speed: 178.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 709], Speed: 216.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 719], Speed: 189.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 729], Speed: 233.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 739], Speed: 227.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 749], Speed: 191.684 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 759], Speed: 223.768 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 769], Speed: 224.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 779], Speed: 228.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 789], Speed: 230.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 799], Speed: 229.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 809], Speed: 222.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 819], Speed: 232.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 829], Speed: 214.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.680 [Epoch 114][Batch 839], Speed: 185.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 849], Speed: 216.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 859], Speed: 221.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 869], Speed: 217.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 879], Speed: 207.809 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 889], Speed: 205.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 899], Speed: 204.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 909], Speed: 227.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 919], Speed: 207.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 929], Speed: 226.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 939], Speed: 221.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 949], Speed: 198.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 959], Speed: 204.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 969], Speed: 229.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 979], Speed: 223.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 989], Speed: 218.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 999], Speed: 224.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.679 [Epoch 114][Batch 1009], Speed: 211.576 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1019], Speed: 228.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1029], Speed: 210.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1039], Speed: 200.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1049], Speed: 207.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1059], Speed: 206.991 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1069], Speed: 206.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1079], Speed: 208.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1089], Speed: 228.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1099], Speed: 210.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1109], Speed: 213.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1119], Speed: 227.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1129], Speed: 207.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1139], Speed: 239.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.679 [Epoch 114][Batch 1149], Speed: 205.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 114][Batch 1159], Speed: 222.165 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 114][Batch 1169], Speed: 222.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 114][Batch 1179], Speed: 233.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 114][Batch 1189], Speed: 220.352 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 114][Batch 1199], Speed: 237.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 114][Batch 1209], Speed: 243.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 114][Batch 1219], Speed: 213.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 114] Training cost: 560.058, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 9], Speed: 214.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.678 [Epoch 115][Batch 19], Speed: 232.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 29], Speed: 196.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 39], Speed: 205.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 49], Speed: 213.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 59], Speed: 213.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 69], Speed: 210.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 79], Speed: 232.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 89], Speed: 221.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 99], Speed: 229.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 109], Speed: 207.464 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 119], Speed: 214.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.218, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 129], Speed: 226.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 139], Speed: 197.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 149], Speed: 226.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 159], Speed: 199.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 169], Speed: 208.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 179], Speed: 209.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 189], Speed: 232.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 199], Speed: 214.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 209], Speed: 236.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 219], Speed: 222.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 229], Speed: 216.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.678 [Epoch 115][Batch 239], Speed: 219.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 249], Speed: 229.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 259], Speed: 227.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 269], Speed: 225.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 279], Speed: 210.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 289], Speed: 199.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 299], Speed: 217.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 309], Speed: 220.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 319], Speed: 227.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 329], Speed: 231.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 339], Speed: 189.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 349], Speed: 225.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 359], Speed: 220.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 369], Speed: 204.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 379], Speed: 197.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 389], Speed: 212.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 399], Speed: 206.741 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 409], Speed: 214.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 419], Speed: 219.396 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 429], Speed: 234.607 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 439], Speed: 236.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 449], Speed: 217.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 459], Speed: 199.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 469], Speed: 209.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 479], Speed: 197.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 489], Speed: 216.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 499], Speed: 229.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 509], Speed: 212.139 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 519], Speed: 194.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 529], Speed: 224.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.677 [Epoch 115][Batch 539], Speed: 197.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 549], Speed: 227.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 559], Speed: 219.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 569], Speed: 218.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 579], Speed: 208.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 589], Speed: 213.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 599], Speed: 221.735 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 609], Speed: 230.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 619], Speed: 206.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 629], Speed: 210.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 639], Speed: 200.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 649], Speed: 210.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 659], Speed: 216.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 669], Speed: 235.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 679], Speed: 222.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 689], Speed: 223.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 699], Speed: 222.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 709], Speed: 223.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 719], Speed: 204.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 729], Speed: 220.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 739], Speed: 222.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 749], Speed: 224.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 759], Speed: 212.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 769], Speed: 205.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 779], Speed: 214.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 789], Speed: 229.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 799], Speed: 222.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 809], Speed: 199.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 819], Speed: 227.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 829], Speed: 206.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.676 [Epoch 115][Batch 839], Speed: 225.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 849], Speed: 199.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 859], Speed: 210.811 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 869], Speed: 214.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 879], Speed: 216.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 889], Speed: 202.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 899], Speed: 224.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 909], Speed: 195.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 919], Speed: 227.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 929], Speed: 232.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 939], Speed: 205.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 949], Speed: 219.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 959], Speed: 214.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 969], Speed: 213.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 979], Speed: 224.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 989], Speed: 229.067 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 999], Speed: 221.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1009], Speed: 230.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1019], Speed: 193.309 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1029], Speed: 216.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1039], Speed: 213.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1049], Speed: 218.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1059], Speed: 189.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1069], Speed: 199.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1079], Speed: 220.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1089], Speed: 208.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1099], Speed: 230.352 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1109], Speed: 224.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1119], Speed: 227.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1129], Speed: 248.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1139], Speed: 214.485 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.675 [Epoch 115][Batch 1149], Speed: 226.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 115][Batch 1159], Speed: 179.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 115][Batch 1169], Speed: 221.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 115][Batch 1179], Speed: 249.778 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 115][Batch 1189], Speed: 220.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 115][Batch 1199], Speed: 207.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 115][Batch 1209], Speed: 214.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 115][Batch 1219], Speed: 207.817 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 115] Training cost: 564.539, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 9], Speed: 197.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.223, HeatmapFocal=1.674 [Epoch 116][Batch 19], Speed: 224.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.222, HeatmapFocal=1.674 [Epoch 116][Batch 29], Speed: 183.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.223, HeatmapFocal=1.674 [Epoch 116][Batch 39], Speed: 203.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.222, HeatmapFocal=1.674 [Epoch 116][Batch 49], Speed: 201.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 59], Speed: 219.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 69], Speed: 224.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 79], Speed: 224.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 89], Speed: 203.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 99], Speed: 195.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 109], Speed: 206.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 119], Speed: 196.920 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 129], Speed: 212.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 139], Speed: 221.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.222, HeatmapFocal=1.674 [Epoch 116][Batch 149], Speed: 196.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.222, HeatmapFocal=1.674 [Epoch 116][Batch 159], Speed: 212.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 169], Speed: 202.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 179], Speed: 229.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 189], Speed: 231.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 199], Speed: 219.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 209], Speed: 227.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 219], Speed: 217.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.674 [Epoch 116][Batch 229], Speed: 215.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 239], Speed: 227.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 249], Speed: 216.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 259], Speed: 214.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 269], Speed: 202.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 279], Speed: 211.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 289], Speed: 220.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 299], Speed: 231.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 309], Speed: 194.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 319], Speed: 211.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 329], Speed: 207.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 339], Speed: 226.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 349], Speed: 212.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 359], Speed: 217.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 369], Speed: 214.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 379], Speed: 209.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 389], Speed: 192.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 399], Speed: 215.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 409], Speed: 225.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 419], Speed: 217.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 429], Speed: 209.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 439], Speed: 211.484 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 449], Speed: 217.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 459], Speed: 229.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 469], Speed: 221.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 479], Speed: 228.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 489], Speed: 228.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 499], Speed: 214.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 509], Speed: 208.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 519], Speed: 190.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 529], Speed: 211.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.673 [Epoch 116][Batch 539], Speed: 222.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 549], Speed: 209.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 559], Speed: 208.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 569], Speed: 208.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 579], Speed: 211.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 589], Speed: 218.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 599], Speed: 217.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 609], Speed: 232.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 619], Speed: 197.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 629], Speed: 219.400 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 639], Speed: 219.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 649], Speed: 213.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 659], Speed: 200.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 669], Speed: 229.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 679], Speed: 218.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 689], Speed: 213.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 699], Speed: 218.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 709], Speed: 210.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 719], Speed: 223.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 729], Speed: 183.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 739], Speed: 222.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 749], Speed: 213.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 759], Speed: 223.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 769], Speed: 201.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 779], Speed: 219.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 789], Speed: 209.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 799], Speed: 217.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 809], Speed: 226.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 819], Speed: 223.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 829], Speed: 215.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 839], Speed: 224.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.672 [Epoch 116][Batch 849], Speed: 215.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 859], Speed: 216.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 869], Speed: 202.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 879], Speed: 194.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 889], Speed: 214.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 899], Speed: 224.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 909], Speed: 216.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 919], Speed: 218.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 929], Speed: 211.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 939], Speed: 207.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 949], Speed: 210.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 959], Speed: 217.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 969], Speed: 224.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 979], Speed: 222.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 989], Speed: 192.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 999], Speed: 206.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1009], Speed: 213.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1019], Speed: 218.139 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1029], Speed: 190.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1039], Speed: 227.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1049], Speed: 214.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1059], Speed: 206.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1069], Speed: 209.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1079], Speed: 196.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1089], Speed: 212.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1099], Speed: 224.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1109], Speed: 235.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1119], Speed: 215.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1129], Speed: 214.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1139], Speed: 223.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1149], Speed: 223.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.671 [Epoch 116][Batch 1159], Speed: 209.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 116][Batch 1169], Speed: 215.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 116][Batch 1179], Speed: 239.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 116][Batch 1189], Speed: 217.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 116][Batch 1199], Speed: 225.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 116][Batch 1209], Speed: 201.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 116][Batch 1219], Speed: 212.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 116] Training cost: 563.636, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 9], Speed: 213.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.224, HeatmapFocal=1.670 [Epoch 117][Batch 19], Speed: 213.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.223, HeatmapFocal=1.670 [Epoch 117][Batch 29], Speed: 226.845 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.222, HeatmapFocal=1.670 [Epoch 117][Batch 39], Speed: 185.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.222, HeatmapFocal=1.670 [Epoch 117][Batch 49], Speed: 203.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.222, HeatmapFocal=1.670 [Epoch 117][Batch 59], Speed: 206.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.222, HeatmapFocal=1.670 [Epoch 117][Batch 69], Speed: 215.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.222, HeatmapFocal=1.670 [Epoch 117][Batch 79], Speed: 230.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 89], Speed: 211.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 99], Speed: 208.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 109], Speed: 217.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 119], Speed: 219.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 129], Speed: 228.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 139], Speed: 218.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 149], Speed: 223.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 159], Speed: 219.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 169], Speed: 221.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 179], Speed: 222.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 189], Speed: 202.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 199], Speed: 215.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 209], Speed: 228.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 219], Speed: 215.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 229], Speed: 215.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 239], Speed: 220.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.670 [Epoch 117][Batch 249], Speed: 222.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 259], Speed: 213.154 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 269], Speed: 202.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 279], Speed: 213.532 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 289], Speed: 216.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 299], Speed: 223.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 309], Speed: 227.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 319], Speed: 223.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 329], Speed: 233.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 339], Speed: 201.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 349], Speed: 220.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 359], Speed: 213.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 369], Speed: 229.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 379], Speed: 216.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 389], Speed: 224.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 399], Speed: 196.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 409], Speed: 215.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 419], Speed: 208.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 429], Speed: 228.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 439], Speed: 230.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 449], Speed: 207.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 459], Speed: 197.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 469], Speed: 217.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 479], Speed: 220.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 489], Speed: 215.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 499], Speed: 216.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 509], Speed: 224.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 519], Speed: 210.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 529], Speed: 230.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 539], Speed: 229.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 549], Speed: 215.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.669 [Epoch 117][Batch 559], Speed: 205.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 569], Speed: 215.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 579], Speed: 203.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 589], Speed: 208.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 599], Speed: 233.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 609], Speed: 212.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 619], Speed: 220.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 629], Speed: 212.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 639], Speed: 203.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 649], Speed: 219.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 659], Speed: 204.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 669], Speed: 211.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 679], Speed: 213.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 689], Speed: 206.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 699], Speed: 211.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 709], Speed: 201.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 719], Speed: 230.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 729], Speed: 202.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 739], Speed: 218.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 749], Speed: 210.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 759], Speed: 218.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 769], Speed: 207.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 779], Speed: 208.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 789], Speed: 206.425 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 799], Speed: 210.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 809], Speed: 223.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 819], Speed: 208.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 829], Speed: 215.931 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 839], Speed: 206.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 849], Speed: 214.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 859], Speed: 202.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.668 [Epoch 117][Batch 869], Speed: 221.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 879], Speed: 212.407 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 889], Speed: 222.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 899], Speed: 226.700 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 909], Speed: 212.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 919], Speed: 212.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 929], Speed: 221.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 939], Speed: 216.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 949], Speed: 207.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 959], Speed: 199.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 969], Speed: 212.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 979], Speed: 219.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 989], Speed: 209.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 999], Speed: 208.602 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1009], Speed: 193.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1019], Speed: 216.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1029], Speed: 206.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1039], Speed: 218.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1049], Speed: 213.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1059], Speed: 220.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1069], Speed: 183.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1079], Speed: 210.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1089], Speed: 225.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1099], Speed: 214.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1109], Speed: 210.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1119], Speed: 202.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1129], Speed: 217.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1139], Speed: 217.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1149], Speed: 215.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1159], Speed: 196.741 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1169], Speed: 213.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1179], Speed: 215.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.667 [Epoch 117][Batch 1189], Speed: 212.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 117][Batch 1199], Speed: 233.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 117][Batch 1209], Speed: 239.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 117][Batch 1219], Speed: 213.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 117] Training cost: 565.089, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 9], Speed: 212.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 19], Speed: 220.459 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 29], Speed: 229.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 39], Speed: 209.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.222, HeatmapFocal=1.666 [Epoch 118][Batch 49], Speed: 194.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 59], Speed: 198.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.222, HeatmapFocal=1.666 [Epoch 118][Batch 69], Speed: 205.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.222, HeatmapFocal=1.666 [Epoch 118][Batch 79], Speed: 225.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 89], Speed: 228.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 99], Speed: 193.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 109], Speed: 228.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 119], Speed: 202.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 129], Speed: 224.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 139], Speed: 222.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 149], Speed: 194.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 159], Speed: 208.412 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 169], Speed: 214.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 179], Speed: 200.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 189], Speed: 195.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 199], Speed: 216.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 209], Speed: 221.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 219], Speed: 228.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 229], Speed: 212.467 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 239], Speed: 209.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 249], Speed: 215.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 259], Speed: 207.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 269], Speed: 202.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.666 [Epoch 118][Batch 279], Speed: 202.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 289], Speed: 208.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 299], Speed: 206.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 309], Speed: 211.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 319], Speed: 222.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 329], Speed: 222.158 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 339], Speed: 219.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 349], Speed: 219.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 359], Speed: 217.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 369], Speed: 210.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 379], Speed: 211.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 389], Speed: 207.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 399], Speed: 205.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 409], Speed: 222.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 419], Speed: 210.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 118][Batch 429], Speed: 207.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 439], Speed: 206.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 449], Speed: 220.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 459], Speed: 222.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 469], Speed: 222.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 479], Speed: 195.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 489], Speed: 211.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 499], Speed: 223.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 509], Speed: 208.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 519], Speed: 203.425 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 118][Batch 529], Speed: 219.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 118][Batch 539], Speed: 209.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 549], Speed: 212.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 559], Speed: 219.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.665 [Epoch 118][Batch 569], Speed: 192.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 118][Batch 579], Speed: 216.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.665 [Epoch 118][Batch 589], Speed: 224.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 118][Batch 599], Speed: 228.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 118][Batch 609], Speed: 210.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 619], Speed: 209.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 629], Speed: 214.459 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 639], Speed: 213.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 649], Speed: 229.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 659], Speed: 213.595 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 669], Speed: 208.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 679], Speed: 222.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 689], Speed: 223.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 699], Speed: 223.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 709], Speed: 213.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 118][Batch 719], Speed: 219.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.664 [Epoch 118][Batch 729], Speed: 207.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 739], Speed: 220.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 749], Speed: 202.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 759], Speed: 212.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 769], Speed: 222.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 779], Speed: 199.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 789], Speed: 204.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 799], Speed: 214.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 809], Speed: 227.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 819], Speed: 195.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 829], Speed: 222.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 839], Speed: 211.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 849], Speed: 207.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 859], Speed: 217.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 869], Speed: 191.368 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 879], Speed: 212.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 889], Speed: 197.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 899], Speed: 207.850 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.664 [Epoch 118][Batch 909], Speed: 199.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 919], Speed: 220.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 929], Speed: 215.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 939], Speed: 202.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 949], Speed: 230.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 959], Speed: 221.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 969], Speed: 189.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 979], Speed: 186.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 989], Speed: 225.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 999], Speed: 229.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1009], Speed: 211.227 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1019], Speed: 221.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1029], Speed: 204.331 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1039], Speed: 220.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1049], Speed: 218.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1059], Speed: 208.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1069], Speed: 236.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1079], Speed: 224.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1089], Speed: 206.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1099], Speed: 204.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1109], Speed: 224.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1119], Speed: 226.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1129], Speed: 220.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1139], Speed: 227.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1149], Speed: 202.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1159], Speed: 223.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1169], Speed: 217.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1179], Speed: 252.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1189], Speed: 238.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1199], Speed: 226.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1209], Speed: 222.105 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118][Batch 1219], Speed: 217.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 118] Training cost: 564.008, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.663 [Epoch 119][Batch 9], Speed: 24.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.222, HeatmapFocal=1.662 [Epoch 119][Batch 19], Speed: 201.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 29], Speed: 206.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 39], Speed: 216.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 49], Speed: 219.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 59], Speed: 215.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 69], Speed: 211.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 79], Speed: 215.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 89], Speed: 227.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 99], Speed: 228.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 109], Speed: 226.501 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 119], Speed: 217.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 129], Speed: 211.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 139], Speed: 193.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 149], Speed: 227.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 159], Speed: 216.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 169], Speed: 181.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 179], Speed: 224.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 189], Speed: 203.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 199], Speed: 215.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 209], Speed: 211.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 219], Speed: 229.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 229], Speed: 210.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 239], Speed: 221.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 249], Speed: 208.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 259], Speed: 203.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 269], Speed: 209.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 279], Speed: 194.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 289], Speed: 205.228 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 299], Speed: 209.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.662 [Epoch 119][Batch 309], Speed: 228.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 319], Speed: 216.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.662 [Epoch 119][Batch 329], Speed: 212.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 339], Speed: 227.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 349], Speed: 231.947 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 359], Speed: 221.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 369], Speed: 232.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 379], Speed: 212.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 389], Speed: 209.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 399], Speed: 214.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 409], Speed: 205.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 419], Speed: 223.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 429], Speed: 227.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 439], Speed: 219.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 449], Speed: 213.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 459], Speed: 218.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 469], Speed: 229.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 479], Speed: 219.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 489], Speed: 226.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 499], Speed: 212.362 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 509], Speed: 222.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 519], Speed: 212.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 529], Speed: 229.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 539], Speed: 212.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 549], Speed: 213.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 559], Speed: 207.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 569], Speed: 225.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 579], Speed: 220.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 589], Speed: 193.893 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 599], Speed: 221.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 609], Speed: 196.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 619], Speed: 189.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 629], Speed: 211.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.661 [Epoch 119][Batch 639], Speed: 229.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.661 [Epoch 119][Batch 649], Speed: 215.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 659], Speed: 217.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 669], Speed: 221.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 679], Speed: 218.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 689], Speed: 211.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 699], Speed: 210.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 709], Speed: 215.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 719], Speed: 209.407 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 729], Speed: 212.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 739], Speed: 214.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 749], Speed: 215.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 759], Speed: 224.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 769], Speed: 223.412 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 779], Speed: 217.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 789], Speed: 206.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 799], Speed: 223.464 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 809], Speed: 221.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 819], Speed: 221.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 829], Speed: 217.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 839], Speed: 221.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 849], Speed: 222.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 859], Speed: 220.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 869], Speed: 220.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 879], Speed: 232.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 889], Speed: 220.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 899], Speed: 219.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 909], Speed: 229.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 919], Speed: 207.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 929], Speed: 204.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.660 [Epoch 119][Batch 939], Speed: 231.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 949], Speed: 224.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 959], Speed: 198.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.660 [Epoch 119][Batch 969], Speed: 220.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 119][Batch 979], Speed: 211.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 119][Batch 989], Speed: 206.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.659 [Epoch 119][Batch 999], Speed: 209.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1009], Speed: 228.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1019], Speed: 181.566 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1029], Speed: 216.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1039], Speed: 220.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1049], Speed: 207.942 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1059], Speed: 226.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1069], Speed: 217.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1079], Speed: 214.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1089], Speed: 215.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1099], Speed: 218.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1109], Speed: 213.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1119], Speed: 216.127 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1129], Speed: 225.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1139], Speed: 218.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1149], Speed: 224.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1159], Speed: 214.914 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1169], Speed: 209.177 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1179], Speed: 209.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1189], Speed: 200.602 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1199], Speed: 230.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1209], Speed: 212.990 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119][Batch 1219], Speed: 227.124 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 119] Training cost: 567.782, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 120][Batch 9], Speed: 223.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 120][Batch 19], Speed: 218.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.223, HeatmapFocal=1.659 [Epoch 120][Batch 29], Speed: 211.882 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 120][Batch 39], Speed: 205.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.222, HeatmapFocal=1.659 [Epoch 120][Batch 49], Speed: 213.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 120][Batch 59], Speed: 192.208 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.659 [Epoch 120][Batch 69], Speed: 226.787 samples/sec, LR=3.750000000000001e-06, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 79], Speed: 220.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 89], Speed: 208.239 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 99], Speed: 216.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 109], Speed: 222.747 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 119], Speed: 211.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 129], Speed: 196.900 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 139], Speed: 231.690 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 149], Speed: 213.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 159], Speed: 213.327 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 169], Speed: 220.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 179], Speed: 217.022 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 189], Speed: 206.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 199], Speed: 232.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 209], Speed: 212.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 219], Speed: 210.160 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 229], Speed: 216.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 239], Speed: 216.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 249], Speed: 209.043 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 259], Speed: 225.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 269], Speed: 217.469 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 279], Speed: 215.828 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 289], Speed: 213.624 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 299], Speed: 207.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 309], Speed: 210.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 319], Speed: 227.965 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 329], Speed: 196.692 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 339], Speed: 202.789 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 349], Speed: 223.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 359], Speed: 173.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 369], Speed: 214.191 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 379], Speed: 228.275 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.658 [Epoch 120][Batch 389], Speed: 198.776 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 399], Speed: 205.110 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 409], Speed: 208.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 419], Speed: 219.909 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 429], Speed: 210.291 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 439], Speed: 231.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 449], Speed: 218.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 459], Speed: 195.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 469], Speed: 206.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 479], Speed: 223.657 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 489], Speed: 225.331 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 499], Speed: 221.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 509], Speed: 205.690 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 519], Speed: 213.763 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 529], Speed: 219.782 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 539], Speed: 207.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 549], Speed: 226.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 559], Speed: 216.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 569], Speed: 213.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 579], Speed: 217.206 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 589], Speed: 213.361 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 599], Speed: 219.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 609], Speed: 213.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 619], Speed: 224.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 629], Speed: 208.284 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 639], Speed: 221.614 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 649], Speed: 223.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 659], Speed: 199.118 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 669], Speed: 218.301 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 679], Speed: 221.965 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 689], Speed: 207.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 699], Speed: 209.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.657 [Epoch 120][Batch 709], Speed: 221.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 719], Speed: 226.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 729], Speed: 220.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 739], Speed: 221.260 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 749], Speed: 195.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 759], Speed: 209.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 769], Speed: 227.806 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 779], Speed: 192.738 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 789], Speed: 213.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 799], Speed: 205.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 809], Speed: 214.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 819], Speed: 213.107 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 829], Speed: 228.810 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 839], Speed: 217.141 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 849], Speed: 221.093 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 859], Speed: 213.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 869], Speed: 190.740 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 879], Speed: 227.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 889], Speed: 208.411 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 899], Speed: 198.229 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 909], Speed: 217.440 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 919], Speed: 219.850 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 929], Speed: 187.571 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 939], Speed: 214.163 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 949], Speed: 224.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 959], Speed: 203.882 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 969], Speed: 213.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 979], Speed: 220.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 989], Speed: 211.469 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 999], Speed: 225.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 1009], Speed: 225.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 1019], Speed: 218.124 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.656 [Epoch 120][Batch 1029], Speed: 214.107 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1039], Speed: 217.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1049], Speed: 206.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1059], Speed: 216.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1069], Speed: 230.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1079], Speed: 215.459 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1089], Speed: 213.448 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1099], Speed: 226.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1109], Speed: 229.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1119], Speed: 226.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1129], Speed: 234.392 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.655 [Epoch 120][Batch 1139], Speed: 224.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 120][Batch 1149], Speed: 201.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 120][Batch 1159], Speed: 217.506 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 120][Batch 1169], Speed: 237.155 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 120][Batch 1179], Speed: 214.802 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 120][Batch 1189], Speed: 221.519 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 120][Batch 1199], Speed: 222.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 120][Batch 1209], Speed: 210.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 120][Batch 1219], Speed: 238.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 120] Training cost: 564.417, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 120] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.320 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.505 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.335 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.111 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.358 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.280 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.433 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.473 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670 person=42.5 bicycle=21.6 car=28.7 motorcycle=32.8 airplane=55.1 bus=54.9 train=59.4 truck=27.9 boat=17.1 traffic light=16.7 fire hydrant=55.5 stop sign=54.1 parking meter=38.1 bench=17.6 bird=25.8 cat=60.2 dog=55.3 horse=51.7 sheep=42.0 cow=41.9 elephant=55.2 bear=69.3 zebra=59.5 giraffe=63.6 backpack=8.2 umbrella=31.0 handbag=8.4 tie=21.9 suitcase=28.8 frisbee=45.9 skis=16.5 snowboard=23.6 sports ball=28.2 kite=29.3 baseball bat=16.6 baseball glove=23.7 skateboard=43.0 surfboard=25.3 tennis racket=36.9 bottle=24.0 wine glass=22.7 cup=28.4 fork=21.3 knife=8.6 spoon=8.8 bowl=30.1 banana=17.9 apple=12.5 sandwich=30.5 orange=26.1 broccoli=18.5 carrot=15.0 hot dog=25.3 pizza=41.4 donut=36.0 cake=27.4 chair=20.0 couch=38.3 potted plant=19.3 bed=35.6 dining table=21.7 toilet=56.2 tv=47.4 laptop=50.6 mouse=45.9 remote=15.2 keyboard=39.9 cell phone=22.6 microwave=47.4 oven=30.2 toaster=17.2 sink=28.6 refrigerator=44.9 book=4.5 clock=39.7 vase=26.7 scissors=23.5 teddy bear=40.6 hair drier=0.4 toothbrush=14.5 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =32.0 [Epoch 121][Batch 9], Speed: 208.469 samples/sec, LR=3.750000000000001e-06, WHL1=0.228, CenterRegL1=0.222, HeatmapFocal=1.655 [Epoch 121][Batch 19], Speed: 208.257 samples/sec, LR=3.750000000000001e-06, WHL1=0.227, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 29], Speed: 222.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.225, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 39], Speed: 210.339 samples/sec, LR=3.750000000000001e-06, WHL1=0.224, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 49], Speed: 202.591 samples/sec, LR=3.750000000000001e-06, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 59], Speed: 216.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 69], Speed: 219.225 samples/sec, LR=3.750000000000001e-06, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 79], Speed: 225.803 samples/sec, LR=3.750000000000001e-06, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 89], Speed: 226.374 samples/sec, LR=3.750000000000001e-06, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 99], Speed: 206.366 samples/sec, LR=3.750000000000001e-06, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 109], Speed: 222.289 samples/sec, LR=3.750000000000001e-06, WHL1=0.217, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 119], Speed: 212.994 samples/sec, LR=3.750000000000001e-06, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.655 [Epoch 121][Batch 129], Speed: 199.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 139], Speed: 227.358 samples/sec, LR=3.750000000000001e-06, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 149], Speed: 227.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 159], Speed: 212.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 169], Speed: 197.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 179], Speed: 222.972 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 189], Speed: 210.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 199], Speed: 202.208 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 209], Speed: 198.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 219], Speed: 226.440 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 229], Speed: 204.978 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 239], Speed: 217.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 249], Speed: 202.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 259], Speed: 210.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 269], Speed: 223.841 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 279], Speed: 218.707 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 289], Speed: 221.360 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 299], Speed: 226.057 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 309], Speed: 207.803 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 319], Speed: 213.597 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 329], Speed: 214.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 339], Speed: 204.461 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 349], Speed: 211.955 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 359], Speed: 218.881 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 369], Speed: 205.085 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 379], Speed: 213.327 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 389], Speed: 217.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 399], Speed: 215.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 409], Speed: 210.458 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 419], Speed: 198.469 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 429], Speed: 212.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 439], Speed: 213.841 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.654 [Epoch 121][Batch 449], Speed: 225.436 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 459], Speed: 200.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 469], Speed: 219.228 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 479], Speed: 211.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 489], Speed: 205.135 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 499], Speed: 218.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 509], Speed: 222.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 519], Speed: 210.674 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 529], Speed: 212.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 539], Speed: 210.617 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 549], Speed: 221.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 559], Speed: 226.358 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 569], Speed: 224.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 579], Speed: 219.413 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 589], Speed: 215.539 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 599], Speed: 217.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 609], Speed: 220.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 619], Speed: 221.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 629], Speed: 220.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 639], Speed: 221.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 649], Speed: 225.120 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 659], Speed: 212.919 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 669], Speed: 220.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 679], Speed: 221.740 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 689], Speed: 223.599 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 699], Speed: 200.264 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 709], Speed: 209.708 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 719], Speed: 202.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 729], Speed: 222.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 739], Speed: 216.296 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 749], Speed: 217.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 759], Speed: 218.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.653 [Epoch 121][Batch 769], Speed: 215.363 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 779], Speed: 225.832 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 789], Speed: 223.275 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 799], Speed: 216.191 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 809], Speed: 223.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 819], Speed: 220.232 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 829], Speed: 215.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 839], Speed: 200.091 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 849], Speed: 231.874 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 859], Speed: 225.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 869], Speed: 224.293 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 879], Speed: 213.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 889], Speed: 219.448 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 899], Speed: 182.648 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 909], Speed: 224.383 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 919], Speed: 208.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 929], Speed: 215.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 939], Speed: 210.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 949], Speed: 206.135 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 959], Speed: 203.343 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 969], Speed: 228.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 979], Speed: 201.108 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 989], Speed: 224.681 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 999], Speed: 215.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 1009], Speed: 225.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 1019], Speed: 209.533 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 1029], Speed: 210.883 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 1039], Speed: 216.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 1049], Speed: 218.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 1059], Speed: 225.212 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 1069], Speed: 207.331 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 1079], Speed: 200.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 1089], Speed: 225.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.652 [Epoch 121][Batch 1099], Speed: 220.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1109], Speed: 201.819 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1119], Speed: 244.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1129], Speed: 245.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1139], Speed: 210.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1149], Speed: 228.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1159], Speed: 215.155 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1169], Speed: 238.516 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1179], Speed: 226.218 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1189], Speed: 210.105 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1199], Speed: 198.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1209], Speed: 232.611 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121][Batch 1219], Speed: 226.478 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 121] Training cost: 563.236, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 9], Speed: 203.241 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.651 [Epoch 122][Batch 19], Speed: 207.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.651 [Epoch 122][Batch 29], Speed: 234.835 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.651 [Epoch 122][Batch 39], Speed: 229.253 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.651 [Epoch 122][Batch 49], Speed: 218.811 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.651 [Epoch 122][Batch 59], Speed: 208.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.651 [Epoch 122][Batch 69], Speed: 217.525 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 79], Speed: 229.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.651 [Epoch 122][Batch 89], Speed: 230.392 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 99], Speed: 217.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 109], Speed: 201.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.651 [Epoch 122][Batch 119], Speed: 213.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 129], Speed: 211.288 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 139], Speed: 223.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 149], Speed: 215.217 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 159], Speed: 220.531 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 169], Speed: 211.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 179], Speed: 233.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 189], Speed: 190.931 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.651 [Epoch 122][Batch 199], Speed: 222.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 209], Speed: 221.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 219], Speed: 202.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 229], Speed: 202.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 239], Speed: 208.348 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 249], Speed: 205.380 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 259], Speed: 224.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 269], Speed: 217.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 279], Speed: 216.603 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 289], Speed: 186.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 299], Speed: 224.881 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 309], Speed: 210.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 319], Speed: 202.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 329], Speed: 220.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 339], Speed: 215.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 349], Speed: 218.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 359], Speed: 194.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 369], Speed: 199.730 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 379], Speed: 223.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 389], Speed: 213.053 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 399], Speed: 209.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 409], Speed: 201.721 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 419], Speed: 226.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 429], Speed: 204.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 439], Speed: 227.244 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 449], Speed: 212.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 459], Speed: 207.600 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 469], Speed: 218.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 479], Speed: 213.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 489], Speed: 212.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 499], Speed: 221.974 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 509], Speed: 202.416 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 519], Speed: 209.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.650 [Epoch 122][Batch 529], Speed: 223.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 539], Speed: 211.184 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 549], Speed: 194.697 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 559], Speed: 228.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 569], Speed: 220.569 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 579], Speed: 211.840 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 589], Speed: 213.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 599], Speed: 209.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 609], Speed: 221.866 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 619], Speed: 226.193 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 629], Speed: 211.358 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 639], Speed: 228.916 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 649], Speed: 198.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 659], Speed: 237.014 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 669], Speed: 228.543 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 679], Speed: 217.644 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 689], Speed: 214.118 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 699], Speed: 213.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 709], Speed: 208.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 719], Speed: 220.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 729], Speed: 210.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 739], Speed: 222.252 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 749], Speed: 221.708 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 759], Speed: 191.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 769], Speed: 215.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 779], Speed: 223.667 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 789], Speed: 200.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 799], Speed: 229.680 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 809], Speed: 225.814 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 819], Speed: 223.644 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 829], Speed: 207.952 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 839], Speed: 207.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.649 [Epoch 122][Batch 849], Speed: 215.068 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 859], Speed: 219.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 869], Speed: 230.260 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 879], Speed: 220.687 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 889], Speed: 201.694 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 899], Speed: 202.657 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 909], Speed: 211.695 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 919], Speed: 232.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 929], Speed: 211.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 939], Speed: 217.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 949], Speed: 197.929 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 959], Speed: 217.140 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 969], Speed: 210.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 979], Speed: 224.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 989], Speed: 222.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 999], Speed: 225.073 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1009], Speed: 208.849 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1019], Speed: 215.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1029], Speed: 207.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1039], Speed: 222.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1049], Speed: 221.024 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1059], Speed: 212.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1069], Speed: 206.401 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1079], Speed: 208.423 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1089], Speed: 206.666 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1099], Speed: 228.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1109], Speed: 215.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1119], Speed: 244.852 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1129], Speed: 209.074 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1139], Speed: 245.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1149], Speed: 224.888 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1159], Speed: 212.490 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1169], Speed: 202.809 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1179], Speed: 223.410 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.648 [Epoch 122][Batch 1189], Speed: 205.660 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 122][Batch 1199], Speed: 221.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 122][Batch 1209], Speed: 238.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 122][Batch 1219], Speed: 230.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 122] Training cost: 563.876, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 9], Speed: 230.651 samples/sec, LR=3.750000000000001e-06, WHL1=0.216, CenterRegL1=0.221, HeatmapFocal=1.647 [Epoch 123][Batch 19], Speed: 224.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 29], Speed: 230.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.647 [Epoch 123][Batch 39], Speed: 214.308 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 49], Speed: 222.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 59], Speed: 213.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 69], Speed: 210.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 79], Speed: 195.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 89], Speed: 233.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 99], Speed: 219.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 109], Speed: 186.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 119], Speed: 216.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 129], Speed: 210.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 139], Speed: 223.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 149], Speed: 215.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 159], Speed: 213.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 169], Speed: 198.541 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 179], Speed: 205.737 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 189], Speed: 196.431 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 199], Speed: 217.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 209], Speed: 219.345 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 219], Speed: 224.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 229], Speed: 220.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 239], Speed: 204.843 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 249], Speed: 226.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 259], Speed: 201.953 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 269], Speed: 221.353 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 279], Speed: 223.582 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.647 [Epoch 123][Batch 289], Speed: 215.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 299], Speed: 211.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 309], Speed: 225.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 319], Speed: 218.292 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 329], Speed: 221.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 339], Speed: 220.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 349], Speed: 228.438 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 359], Speed: 211.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 369], Speed: 225.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 379], Speed: 209.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 389], Speed: 206.934 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 399], Speed: 231.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 409], Speed: 215.636 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 419], Speed: 222.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 429], Speed: 210.047 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 439], Speed: 206.955 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 449], Speed: 215.042 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 459], Speed: 211.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 469], Speed: 196.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 479], Speed: 205.817 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 489], Speed: 226.981 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 499], Speed: 211.749 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 509], Speed: 229.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 519], Speed: 227.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 529], Speed: 206.834 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 539], Speed: 226.438 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 549], Speed: 230.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 559], Speed: 213.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 569], Speed: 225.557 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 579], Speed: 194.917 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 589], Speed: 222.289 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 599], Speed: 211.091 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 609], Speed: 209.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.646 [Epoch 123][Batch 619], Speed: 209.835 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 629], Speed: 217.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 639], Speed: 226.231 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 649], Speed: 201.024 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 659], Speed: 206.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 669], Speed: 207.917 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 679], Speed: 215.180 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 689], Speed: 216.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 699], Speed: 225.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 709], Speed: 205.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 719], Speed: 202.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 729], Speed: 218.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 739], Speed: 227.949 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 749], Speed: 197.329 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 759], Speed: 221.322 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 769], Speed: 208.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 779], Speed: 204.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 789], Speed: 228.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 799], Speed: 223.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 809], Speed: 208.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 819], Speed: 226.992 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 829], Speed: 223.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 839], Speed: 201.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 849], Speed: 201.802 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 859], Speed: 228.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 869], Speed: 216.830 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 879], Speed: 204.345 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 889], Speed: 215.560 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 899], Speed: 204.118 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 909], Speed: 224.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 919], Speed: 228.850 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 929], Speed: 196.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 939], Speed: 225.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.645 [Epoch 123][Batch 949], Speed: 221.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 959], Speed: 208.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 969], Speed: 214.647 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 979], Speed: 227.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 989], Speed: 216.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 999], Speed: 227.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1009], Speed: 203.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1019], Speed: 215.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1029], Speed: 224.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1039], Speed: 226.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1049], Speed: 209.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1059], Speed: 219.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1069], Speed: 200.557 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1079], Speed: 202.448 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1089], Speed: 216.931 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1099], Speed: 233.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1109], Speed: 227.105 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1119], Speed: 223.024 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1129], Speed: 201.889 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1139], Speed: 214.544 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1149], Speed: 214.459 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1159], Speed: 214.872 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1169], Speed: 211.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1179], Speed: 220.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1189], Speed: 191.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1199], Speed: 209.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1209], Speed: 220.164 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123][Batch 1219], Speed: 198.888 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 123] Training cost: 562.115, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 124][Batch 9], Speed: 207.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 124][Batch 19], Speed: 220.314 samples/sec, LR=3.750000000000001e-06, WHL1=0.220, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 124][Batch 29], Speed: 218.102 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.219, HeatmapFocal=1.644 [Epoch 124][Batch 39], Speed: 218.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 124][Batch 49], Speed: 215.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.644 [Epoch 124][Batch 59], Speed: 226.185 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 69], Speed: 216.994 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 79], Speed: 211.874 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 89], Speed: 219.180 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 99], Speed: 208.525 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 109], Speed: 223.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 119], Speed: 224.951 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 129], Speed: 211.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 139], Speed: 191.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 149], Speed: 227.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 159], Speed: 213.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 169], Speed: 209.095 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 179], Speed: 202.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 189], Speed: 223.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 199], Speed: 200.878 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 209], Speed: 237.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 219], Speed: 221.376 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 229], Speed: 221.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 239], Speed: 199.797 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 249], Speed: 219.594 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 259], Speed: 221.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 269], Speed: 211.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 279], Speed: 195.252 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 289], Speed: 201.922 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 299], Speed: 206.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 309], Speed: 222.388 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 319], Speed: 203.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 329], Speed: 231.929 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 339], Speed: 203.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 349], Speed: 230.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 359], Speed: 214.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 369], Speed: 214.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 379], Speed: 215.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 389], Speed: 224.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.643 [Epoch 124][Batch 399], Speed: 217.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 409], Speed: 218.383 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 419], Speed: 212.289 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 429], Speed: 217.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 439], Speed: 222.262 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 449], Speed: 195.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 459], Speed: 217.431 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 469], Speed: 223.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 479], Speed: 203.884 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 489], Speed: 203.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 499], Speed: 219.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 509], Speed: 202.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 519], Speed: 223.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 529], Speed: 213.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 539], Speed: 200.425 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 549], Speed: 237.849 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 559], Speed: 194.890 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 569], Speed: 223.037 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 579], Speed: 189.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 589], Speed: 214.903 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 599], Speed: 214.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 609], Speed: 234.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 619], Speed: 211.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 629], Speed: 223.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 639], Speed: 225.415 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 649], Speed: 202.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 659], Speed: 211.014 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 669], Speed: 212.382 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 679], Speed: 215.475 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 689], Speed: 204.774 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 699], Speed: 208.990 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 709], Speed: 202.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 719], Speed: 219.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 729], Speed: 194.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.642 [Epoch 124][Batch 739], Speed: 203.284 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 749], Speed: 222.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 759], Speed: 227.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 769], Speed: 225.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 779], Speed: 216.810 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 789], Speed: 216.488 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 799], Speed: 221.695 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 809], Speed: 224.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 819], Speed: 228.708 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 829], Speed: 224.137 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 839], Speed: 188.805 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 849], Speed: 210.145 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 859], Speed: 229.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 869], Speed: 217.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 879], Speed: 214.533 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 889], Speed: 222.056 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 899], Speed: 204.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 909], Speed: 213.512 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 919], Speed: 230.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 929], Speed: 225.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 939], Speed: 222.034 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 949], Speed: 218.234 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 959], Speed: 216.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 969], Speed: 220.160 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 979], Speed: 230.264 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 989], Speed: 200.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 999], Speed: 211.560 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 1009], Speed: 226.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 1019], Speed: 208.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 1029], Speed: 211.738 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 1039], Speed: 223.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 1049], Speed: 225.542 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 1059], Speed: 223.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 1069], Speed: 219.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.641 [Epoch 124][Batch 1079], Speed: 221.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1089], Speed: 207.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1099], Speed: 210.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1109], Speed: 195.368 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1119], Speed: 209.905 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1129], Speed: 221.436 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1139], Speed: 251.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1149], Speed: 209.605 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1159], Speed: 224.816 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1169], Speed: 205.599 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1179], Speed: 202.164 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1189], Speed: 222.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1199], Speed: 228.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1209], Speed: 221.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124][Batch 1219], Speed: 208.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 124] Training cost: 565.275, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 9], Speed: 220.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 19], Speed: 228.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 125][Batch 29], Speed: 209.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.640 [Epoch 125][Batch 39], Speed: 227.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 49], Speed: 198.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 59], Speed: 214.402 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 69], Speed: 218.244 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 79], Speed: 220.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 89], Speed: 233.839 samples/sec, LR=3.750000000000001e-06, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.640 [Epoch 125][Batch 99], Speed: 214.783 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.640 [Epoch 125][Batch 109], Speed: 219.186 samples/sec, LR=3.750000000000001e-06, WHL1=0.215, CenterRegL1=0.221, HeatmapFocal=1.640 [Epoch 125][Batch 119], Speed: 207.423 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.640 [Epoch 125][Batch 129], Speed: 202.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.640 [Epoch 125][Batch 139], Speed: 214.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 149], Speed: 236.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 159], Speed: 200.908 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 169], Speed: 217.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.640 [Epoch 125][Batch 179], Speed: 205.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.640 [Epoch 125][Batch 189], Speed: 207.662 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.640 [Epoch 125][Batch 199], Speed: 237.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.639 [Epoch 125][Batch 209], Speed: 220.389 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.639 [Epoch 125][Batch 219], Speed: 230.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 229], Speed: 222.538 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 239], Speed: 207.366 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.639 [Epoch 125][Batch 249], Speed: 213.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.639 [Epoch 125][Batch 259], Speed: 223.557 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 269], Speed: 173.685 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 279], Speed: 222.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 289], Speed: 222.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 299], Speed: 219.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 309], Speed: 210.902 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 319], Speed: 235.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 329], Speed: 210.163 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 339], Speed: 220.692 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 349], Speed: 215.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 359], Speed: 206.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 369], Speed: 209.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 379], Speed: 223.618 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 389], Speed: 221.939 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 399], Speed: 216.448 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 409], Speed: 210.848 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 419], Speed: 211.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 429], Speed: 205.291 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 439], Speed: 231.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 449], Speed: 217.118 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 459], Speed: 199.122 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 469], Speed: 215.624 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 479], Speed: 213.830 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 489], Speed: 207.871 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 499], Speed: 219.880 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 509], Speed: 206.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 519], Speed: 218.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.639 [Epoch 125][Batch 529], Speed: 214.660 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 539], Speed: 202.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 549], Speed: 209.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 559], Speed: 231.796 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 569], Speed: 212.420 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 579], Speed: 215.057 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 589], Speed: 213.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 599], Speed: 193.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 609], Speed: 208.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 619], Speed: 214.103 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 629], Speed: 214.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 639], Speed: 193.488 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 649], Speed: 216.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 659], Speed: 212.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 669], Speed: 195.707 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 679], Speed: 208.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 689], Speed: 223.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 699], Speed: 209.707 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 709], Speed: 219.930 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 719], Speed: 187.323 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 729], Speed: 208.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 739], Speed: 221.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 749], Speed: 220.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 759], Speed: 208.054 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 769], Speed: 225.646 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 779], Speed: 203.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 789], Speed: 221.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 799], Speed: 204.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 809], Speed: 216.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 819], Speed: 209.525 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 829], Speed: 227.102 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 839], Speed: 199.618 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 849], Speed: 217.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 859], Speed: 197.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 869], Speed: 212.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.638 [Epoch 125][Batch 879], Speed: 222.245 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 889], Speed: 201.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 899], Speed: 215.301 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 909], Speed: 208.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 919], Speed: 218.236 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 929], Speed: 210.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 939], Speed: 209.594 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 949], Speed: 221.375 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 959], Speed: 218.001 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 969], Speed: 205.930 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 979], Speed: 213.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 989], Speed: 211.829 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 999], Speed: 222.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1009], Speed: 229.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1019], Speed: 206.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1029], Speed: 215.339 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1039], Speed: 229.866 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1049], Speed: 224.217 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1059], Speed: 219.925 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1069], Speed: 192.079 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1079], Speed: 204.899 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1089], Speed: 203.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1099], Speed: 222.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1109], Speed: 203.766 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1119], Speed: 227.520 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1129], Speed: 241.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1139], Speed: 208.244 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1149], Speed: 214.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1159], Speed: 236.218 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1169], Speed: 208.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1179], Speed: 204.952 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1189], Speed: 235.971 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1199], Speed: 243.697 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1209], Speed: 211.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.637 [Epoch 125][Batch 1219], Speed: 217.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 125] Training cost: 561.137, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 9], Speed: 219.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.215, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 126][Batch 19], Speed: 212.031 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.222, HeatmapFocal=1.636 [Epoch 126][Batch 29], Speed: 208.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.221, HeatmapFocal=1.636 [Epoch 126][Batch 39], Speed: 212.920 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.221, HeatmapFocal=1.636 [Epoch 126][Batch 49], Speed: 194.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.221, HeatmapFocal=1.636 [Epoch 126][Batch 59], Speed: 224.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.221, HeatmapFocal=1.636 [Epoch 126][Batch 69], Speed: 209.391 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.221, HeatmapFocal=1.636 [Epoch 126][Batch 79], Speed: 222.919 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 89], Speed: 224.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 99], Speed: 222.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 109], Speed: 212.623 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 119], Speed: 203.812 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 129], Speed: 221.510 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 139], Speed: 227.795 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 149], Speed: 218.325 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 159], Speed: 206.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 169], Speed: 202.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 179], Speed: 196.636 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 189], Speed: 210.871 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 199], Speed: 210.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 209], Speed: 230.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 219], Speed: 228.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 229], Speed: 214.150 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 239], Speed: 212.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 249], Speed: 194.902 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 259], Speed: 223.302 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 269], Speed: 214.599 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 279], Speed: 226.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 289], Speed: 197.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 299], Speed: 204.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 309], Speed: 205.301 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 319], Speed: 210.760 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 329], Speed: 194.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.636 [Epoch 126][Batch 339], Speed: 225.587 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 349], Speed: 214.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 359], Speed: 216.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 369], Speed: 211.106 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 379], Speed: 220.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 389], Speed: 220.332 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 399], Speed: 224.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 409], Speed: 208.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 419], Speed: 206.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 429], Speed: 212.066 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 439], Speed: 204.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 449], Speed: 217.510 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 459], Speed: 220.033 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 469], Speed: 203.005 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 479], Speed: 216.423 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 489], Speed: 220.793 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 499], Speed: 220.385 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 509], Speed: 210.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 519], Speed: 235.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 529], Speed: 193.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 539], Speed: 220.803 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 549], Speed: 213.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 559], Speed: 210.957 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 569], Speed: 209.260 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 579], Speed: 231.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 589], Speed: 223.331 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 599], Speed: 206.410 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 609], Speed: 178.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 619], Speed: 207.852 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 629], Speed: 224.651 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 639], Speed: 215.841 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 649], Speed: 213.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 659], Speed: 202.483 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 669], Speed: 202.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 679], Speed: 210.837 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.635 [Epoch 126][Batch 689], Speed: 212.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 699], Speed: 229.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 709], Speed: 226.104 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 719], Speed: 207.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 729], Speed: 209.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 739], Speed: 206.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 749], Speed: 220.707 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 759], Speed: 200.184 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 769], Speed: 220.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 779], Speed: 218.432 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 789], Speed: 210.382 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 799], Speed: 208.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 809], Speed: 212.054 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 819], Speed: 215.714 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 829], Speed: 225.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 839], Speed: 199.572 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 849], Speed: 208.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 859], Speed: 211.251 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 869], Speed: 210.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 879], Speed: 215.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 889], Speed: 210.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 899], Speed: 197.762 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 909], Speed: 208.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 919], Speed: 202.186 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 929], Speed: 205.024 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 939], Speed: 229.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 949], Speed: 209.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 959], Speed: 201.262 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 969], Speed: 209.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 979], Speed: 205.209 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 989], Speed: 208.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 999], Speed: 225.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 1009], Speed: 204.834 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 1019], Speed: 209.004 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 1029], Speed: 202.689 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.634 [Epoch 126][Batch 1039], Speed: 216.701 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1049], Speed: 224.694 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1059], Speed: 222.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1069], Speed: 208.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1079], Speed: 222.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1089], Speed: 207.737 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1099], Speed: 213.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1109], Speed: 201.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1119], Speed: 195.510 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1129], Speed: 226.051 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1139], Speed: 216.307 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1149], Speed: 227.896 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1159], Speed: 214.788 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1169], Speed: 237.063 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1179], Speed: 216.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1189], Speed: 205.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1199], Speed: 221.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1209], Speed: 230.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126][Batch 1219], Speed: 207.130 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 126] Training cost: 564.994, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 127][Batch 9], Speed: 212.480 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.222, HeatmapFocal=1.633 [Epoch 127][Batch 19], Speed: 198.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.222, HeatmapFocal=1.633 [Epoch 127][Batch 29], Speed: 218.275 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.222, HeatmapFocal=1.633 [Epoch 127][Batch 39], Speed: 214.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 127][Batch 49], Speed: 218.401 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.222, HeatmapFocal=1.633 [Epoch 127][Batch 59], Speed: 209.070 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.222, HeatmapFocal=1.633 [Epoch 127][Batch 69], Speed: 209.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.222, HeatmapFocal=1.633 [Epoch 127][Batch 79], Speed: 219.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 127][Batch 89], Speed: 212.174 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 127][Batch 99], Speed: 225.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 127][Batch 109], Speed: 199.602 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 127][Batch 119], Speed: 212.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 127][Batch 129], Speed: 198.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 127][Batch 139], Speed: 224.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.633 [Epoch 127][Batch 149], Speed: 228.603 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 127][Batch 159], Speed: 207.193 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.633 [Epoch 127][Batch 169], Speed: 221.872 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 179], Speed: 207.336 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 189], Speed: 206.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 199], Speed: 222.884 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 209], Speed: 200.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 219], Speed: 202.024 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 229], Speed: 197.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 239], Speed: 217.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 249], Speed: 200.884 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 259], Speed: 214.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 269], Speed: 219.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 279], Speed: 202.209 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 289], Speed: 206.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 299], Speed: 218.163 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 309], Speed: 204.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 319], Speed: 211.302 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 329], Speed: 198.388 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 339], Speed: 208.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 349], Speed: 203.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 359], Speed: 206.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 369], Speed: 198.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 379], Speed: 207.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 389], Speed: 213.839 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 399], Speed: 204.995 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 409], Speed: 212.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 419], Speed: 209.103 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 429], Speed: 206.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 439], Speed: 214.522 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 449], Speed: 218.555 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 459], Speed: 204.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 469], Speed: 207.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 479], Speed: 225.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 489], Speed: 196.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 499], Speed: 210.944 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 509], Speed: 217.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.632 [Epoch 127][Batch 519], Speed: 220.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 529], Speed: 227.944 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 539], Speed: 202.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 549], Speed: 208.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 559], Speed: 198.173 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 569], Speed: 213.466 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 579], Speed: 216.871 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 589], Speed: 217.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 599], Speed: 199.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 609], Speed: 211.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 619], Speed: 214.164 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 629], Speed: 186.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 639], Speed: 212.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 649], Speed: 229.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 659], Speed: 200.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 669], Speed: 196.688 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 679], Speed: 218.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 689], Speed: 184.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 699], Speed: 228.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 709], Speed: 216.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 719], Speed: 196.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 729], Speed: 211.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 739], Speed: 207.009 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 749], Speed: 203.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 759], Speed: 228.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 769], Speed: 192.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 779], Speed: 225.602 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 789], Speed: 202.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 799], Speed: 201.032 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 809], Speed: 215.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 819], Speed: 231.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 829], Speed: 211.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 839], Speed: 212.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 849], Speed: 207.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 859], Speed: 215.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.631 [Epoch 127][Batch 869], Speed: 198.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 879], Speed: 223.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 889], Speed: 227.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 899], Speed: 208.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 909], Speed: 201.617 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 919], Speed: 210.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 929], Speed: 212.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 939], Speed: 224.141 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 949], Speed: 203.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 959], Speed: 224.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 969], Speed: 199.944 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 979], Speed: 207.315 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 989], Speed: 225.657 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 999], Speed: 204.990 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1009], Speed: 222.094 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1019], Speed: 219.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1029], Speed: 211.939 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1039], Speed: 210.503 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1049], Speed: 198.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1059], Speed: 200.090 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1069], Speed: 217.830 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1079], Speed: 200.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1089], Speed: 207.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1099], Speed: 197.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1109], Speed: 211.079 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1119], Speed: 205.919 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1129], Speed: 230.177 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1139], Speed: 246.685 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1149], Speed: 220.146 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1159], Speed: 203.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1169], Speed: 199.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1179], Speed: 215.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1189], Speed: 218.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1199], Speed: 227.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1209], Speed: 195.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127][Batch 1219], Speed: 197.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 127] Training cost: 565.275, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.630 [Epoch 128][Batch 9], Speed: 198.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.218, HeatmapFocal=1.629 [Epoch 128][Batch 19], Speed: 221.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.629 [Epoch 128][Batch 29], Speed: 227.565 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 39], Speed: 218.283 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 49], Speed: 218.697 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 59], Speed: 201.004 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 69], Speed: 231.572 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 79], Speed: 235.461 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 89], Speed: 230.506 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 99], Speed: 211.146 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 109], Speed: 215.234 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 119], Speed: 215.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 129], Speed: 218.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 139], Speed: 220.379 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 149], Speed: 213.534 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 159], Speed: 223.206 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 169], Speed: 210.682 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 179], Speed: 217.777 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 189], Speed: 213.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 199], Speed: 221.556 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 209], Speed: 204.194 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 219], Speed: 226.783 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 229], Speed: 222.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 239], Speed: 215.816 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 249], Speed: 212.368 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.629 [Epoch 128][Batch 259], Speed: 222.137 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 128][Batch 269], Speed: 223.102 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 128][Batch 279], Speed: 227.301 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 128][Batch 289], Speed: 209.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 128][Batch 299], Speed: 194.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 128][Batch 309], Speed: 215.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 128][Batch 319], Speed: 212.572 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 128][Batch 329], Speed: 229.006 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 128][Batch 339], Speed: 216.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 128][Batch 349], Speed: 213.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.629 [Epoch 128][Batch 359], Speed: 206.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 369], Speed: 215.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 379], Speed: 211.591 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 389], Speed: 222.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 399], Speed: 221.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 409], Speed: 216.397 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 419], Speed: 221.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 429], Speed: 218.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 439], Speed: 220.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 449], Speed: 225.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 459], Speed: 212.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 469], Speed: 230.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 479], Speed: 202.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 489], Speed: 209.711 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 499], Speed: 215.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 509], Speed: 223.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 519], Speed: 193.287 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 529], Speed: 218.184 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 539], Speed: 217.784 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 549], Speed: 208.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 559], Speed: 229.357 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 569], Speed: 225.655 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 579], Speed: 223.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 589], Speed: 227.160 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 599], Speed: 219.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 609], Speed: 198.357 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 619], Speed: 211.592 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 629], Speed: 232.784 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 639], Speed: 217.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 649], Speed: 211.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 659], Speed: 203.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 669], Speed: 209.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 679], Speed: 218.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 689], Speed: 223.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 699], Speed: 224.293 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 709], Speed: 201.499 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.628 [Epoch 128][Batch 719], Speed: 213.611 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 729], Speed: 200.788 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 739], Speed: 231.154 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 749], Speed: 216.355 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 759], Speed: 201.512 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 769], Speed: 233.279 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 779], Speed: 199.266 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 789], Speed: 217.681 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 799], Speed: 207.293 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 809], Speed: 212.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 819], Speed: 210.218 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 829], Speed: 223.360 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 839], Speed: 199.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 849], Speed: 200.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 859], Speed: 231.665 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 869], Speed: 227.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 879], Speed: 231.967 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 889], Speed: 225.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 899], Speed: 190.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 909], Speed: 206.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 919], Speed: 213.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 929], Speed: 204.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 939], Speed: 227.266 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 949], Speed: 221.376 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 959], Speed: 205.962 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 969], Speed: 202.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 979], Speed: 228.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 989], Speed: 207.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 999], Speed: 219.658 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 1009], Speed: 199.124 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 1019], Speed: 216.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 1029], Speed: 197.130 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 1039], Speed: 217.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 1049], Speed: 226.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 1059], Speed: 226.668 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 1069], Speed: 230.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.627 [Epoch 128][Batch 1079], Speed: 186.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1089], Speed: 205.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1099], Speed: 227.764 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1109], Speed: 234.510 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1119], Speed: 230.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1129], Speed: 201.646 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1139], Speed: 214.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1149], Speed: 216.930 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1159], Speed: 221.506 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1169], Speed: 228.796 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1179], Speed: 210.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1189], Speed: 222.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1199], Speed: 225.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1209], Speed: 209.581 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128][Batch 1219], Speed: 208.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 128] Training cost: 564.524, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 9], Speed: 216.900 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.218, HeatmapFocal=1.626 [Epoch 129][Batch 19], Speed: 216.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 129][Batch 29], Speed: 222.562 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.626 [Epoch 129][Batch 39], Speed: 170.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 49], Speed: 216.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 59], Speed: 194.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 69], Speed: 210.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 79], Speed: 215.607 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 89], Speed: 222.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 99], Speed: 223.402 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 109], Speed: 230.039 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 119], Speed: 222.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 129], Speed: 219.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 139], Speed: 218.689 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 149], Speed: 187.498 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 159], Speed: 196.957 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 169], Speed: 198.379 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 179], Speed: 227.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 189], Speed: 207.466 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 199], Speed: 222.007 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 209], Speed: 222.184 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.626 [Epoch 129][Batch 219], Speed: 213.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 229], Speed: 207.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 239], Speed: 217.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 249], Speed: 217.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 259], Speed: 228.772 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 269], Speed: 215.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 279], Speed: 218.758 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 289], Speed: 220.931 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 299], Speed: 222.452 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 309], Speed: 209.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 319], Speed: 235.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 329], Speed: 227.029 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 339], Speed: 220.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 349], Speed: 176.593 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 359], Speed: 223.098 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 369], Speed: 222.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 379], Speed: 228.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 389], Speed: 228.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 399], Speed: 214.664 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 409], Speed: 200.029 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 419], Speed: 213.497 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 429], Speed: 198.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 439], Speed: 225.063 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 449], Speed: 213.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 459], Speed: 174.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 469], Speed: 197.002 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 479], Speed: 193.088 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 489], Speed: 197.938 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 499], Speed: 215.934 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 509], Speed: 210.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 519], Speed: 196.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 529], Speed: 203.006 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 539], Speed: 210.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 549], Speed: 203.512 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 559], Speed: 215.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 569], Speed: 187.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.625 [Epoch 129][Batch 579], Speed: 204.680 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 589], Speed: 207.419 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 599], Speed: 202.914 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 609], Speed: 209.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 619], Speed: 211.749 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 629], Speed: 214.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 639], Speed: 194.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 649], Speed: 194.473 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 659], Speed: 209.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 669], Speed: 210.537 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 679], Speed: 214.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 689], Speed: 219.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 699], Speed: 228.831 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 709], Speed: 188.189 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 719], Speed: 214.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 729], Speed: 202.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 739], Speed: 224.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 749], Speed: 215.978 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 759], Speed: 216.387 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 769], Speed: 207.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 779], Speed: 226.608 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 789], Speed: 211.306 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 799], Speed: 227.327 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 809], Speed: 209.191 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 819], Speed: 211.963 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 829], Speed: 209.778 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 839], Speed: 221.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 849], Speed: 204.651 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 859], Speed: 221.545 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 869], Speed: 218.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 879], Speed: 205.134 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 889], Speed: 216.771 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 899], Speed: 229.130 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 909], Speed: 208.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 919], Speed: 223.256 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 929], Speed: 220.972 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.624 [Epoch 129][Batch 939], Speed: 213.290 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 949], Speed: 214.945 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 959], Speed: 216.778 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 969], Speed: 212.958 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 979], Speed: 214.778 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 989], Speed: 227.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 999], Speed: 220.871 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1009], Speed: 221.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1019], Speed: 228.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1029], Speed: 211.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1039], Speed: 209.160 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1049], Speed: 224.180 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1059], Speed: 215.925 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1069], Speed: 229.762 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1079], Speed: 209.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1089], Speed: 208.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1099], Speed: 206.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1109], Speed: 229.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1119], Speed: 207.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1129], Speed: 206.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1139], Speed: 201.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1149], Speed: 227.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1159], Speed: 212.141 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1169], Speed: 205.894 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1179], Speed: 201.990 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1189], Speed: 233.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1199], Speed: 218.138 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1209], Speed: 214.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129][Batch 1219], Speed: 200.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 129] Training cost: 564.628, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 130][Batch 9], Speed: 204.896 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 130][Batch 19], Speed: 214.480 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 130][Batch 29], Speed: 221.035 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 130][Batch 39], Speed: 220.699 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 130][Batch 49], Speed: 226.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 130][Batch 59], Speed: 194.968 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 130][Batch 69], Speed: 213.874 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 130][Batch 79], Speed: 221.811 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.623 [Epoch 130][Batch 89], Speed: 227.868 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 99], Speed: 224.787 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 109], Speed: 215.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 119], Speed: 203.539 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 129], Speed: 215.043 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 139], Speed: 210.431 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 149], Speed: 220.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 159], Speed: 215.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 169], Speed: 207.814 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 179], Speed: 215.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 189], Speed: 208.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 199], Speed: 226.621 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 209], Speed: 205.681 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 219], Speed: 218.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 229], Speed: 210.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 239], Speed: 215.784 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 249], Speed: 215.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 259], Speed: 228.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 269], Speed: 207.771 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 279], Speed: 209.545 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 289], Speed: 220.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 299], Speed: 211.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 309], Speed: 211.440 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 319], Speed: 227.923 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 329], Speed: 199.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 339], Speed: 225.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 349], Speed: 224.601 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 359], Speed: 225.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 369], Speed: 209.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 379], Speed: 213.272 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 389], Speed: 212.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 399], Speed: 231.366 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 409], Speed: 217.662 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 419], Speed: 194.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 429], Speed: 207.827 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 439], Speed: 225.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.622 [Epoch 130][Batch 449], Speed: 217.522 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 459], Speed: 224.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 469], Speed: 209.676 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 479], Speed: 220.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 489], Speed: 203.531 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 499], Speed: 221.657 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 509], Speed: 215.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 519], Speed: 219.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 529], Speed: 210.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 539], Speed: 223.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 549], Speed: 194.191 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 559], Speed: 221.877 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 569], Speed: 203.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 579], Speed: 228.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 589], Speed: 216.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 599], Speed: 218.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 609], Speed: 209.366 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 619], Speed: 198.815 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 629], Speed: 212.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 639], Speed: 231.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 649], Speed: 206.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 659], Speed: 208.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 669], Speed: 196.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 679], Speed: 218.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 689], Speed: 213.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 699], Speed: 223.001 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 709], Speed: 207.891 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 719], Speed: 217.196 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 729], Speed: 201.431 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 739], Speed: 219.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 749], Speed: 217.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 759], Speed: 217.221 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 769], Speed: 217.358 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 779], Speed: 217.323 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 789], Speed: 226.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 799], Speed: 219.866 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 809], Speed: 229.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.621 [Epoch 130][Batch 819], Speed: 213.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 829], Speed: 214.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 839], Speed: 221.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 849], Speed: 210.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 859], Speed: 207.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 869], Speed: 209.478 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 879], Speed: 224.585 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 889], Speed: 200.433 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 899], Speed: 198.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 909], Speed: 208.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 919], Speed: 219.958 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 929], Speed: 227.887 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 939], Speed: 230.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 949], Speed: 201.891 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 959], Speed: 208.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 969], Speed: 200.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 979], Speed: 220.887 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 989], Speed: 226.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 999], Speed: 207.711 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1009], Speed: 231.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1019], Speed: 216.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1029], Speed: 212.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1039], Speed: 184.618 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1049], Speed: 226.787 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1059], Speed: 214.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1069], Speed: 229.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1079], Speed: 196.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1089], Speed: 206.617 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1099], Speed: 221.594 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1109], Speed: 241.571 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1119], Speed: 212.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1129], Speed: 214.788 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1139], Speed: 247.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1149], Speed: 218.538 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1159], Speed: 208.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1169], Speed: 218.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1179], Speed: 198.776 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.620 [Epoch 130][Batch 1189], Speed: 219.827 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 130][Batch 1199], Speed: 237.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 130][Batch 1209], Speed: 204.996 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 130][Batch 1219], Speed: 205.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 130] Training cost: 563.193, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 130] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.320 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.505 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.110 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.359 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.502 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.281 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.434 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.668 person=42.5 bicycle=21.6 car=28.8 motorcycle=32.8 airplane=55.0 bus=54.7 train=58.5 truck=27.5 boat=16.9 traffic light=16.4 fire hydrant=56.0 stop sign=53.0 parking meter=37.6 bench=17.8 bird=25.8 cat=60.1 dog=56.1 horse=52.0 sheep=42.0 cow=41.9 elephant=55.2 bear=68.7 zebra=59.4 giraffe=62.8 backpack=8.4 umbrella=31.0 handbag=8.4 tie=21.3 suitcase=28.7 frisbee=46.5 skis=16.9 snowboard=22.9 sports ball=28.2 kite=29.3 baseball bat=17.1 baseball glove=24.6 skateboard=43.6 surfboard=25.8 tennis racket=36.6 bottle=24.1 wine glass=23.2 cup=28.4 fork=20.8 knife=8.8 spoon=8.6 bowl=30.3 banana=17.4 apple=12.6 sandwich=29.8 orange=26.1 broccoli=18.4 carrot=14.9 hot dog=25.8 pizza=41.6 donut=36.4 cake=28.2 chair=20.2 couch=38.9 potted plant=19.9 bed=35.6 dining table=21.7 toilet=56.4 tv=48.7 laptop=51.2 mouse=46.1 remote=15.2 keyboard=40.3 cell phone=22.9 microwave=48.0 oven=29.9 toaster=15.1 sink=28.9 refrigerator=45.0 book=4.3 clock=39.6 vase=26.2 scissors=23.8 teddy bear=40.6 hair drier=0.3 toothbrush=13.7 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =32.0 [Epoch 131][Batch 9], Speed: 205.894 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 19], Speed: 222.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 29], Speed: 209.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 39], Speed: 211.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 49], Speed: 217.042 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 59], Speed: 218.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 69], Speed: 190.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 79], Speed: 215.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 89], Speed: 221.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 99], Speed: 206.603 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 109], Speed: 217.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 119], Speed: 202.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 129], Speed: 205.531 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 139], Speed: 207.932 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.619 [Epoch 131][Batch 149], Speed: 217.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 159], Speed: 220.107 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 169], Speed: 213.302 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 179], Speed: 210.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 189], Speed: 202.108 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 199], Speed: 224.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 209], Speed: 224.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 219], Speed: 209.860 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 229], Speed: 219.545 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 239], Speed: 207.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 249], Speed: 215.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 259], Speed: 218.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 269], Speed: 186.888 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 279], Speed: 219.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 289], Speed: 198.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 299], Speed: 226.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 309], Speed: 211.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 319], Speed: 210.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.619 [Epoch 131][Batch 329], Speed: 206.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 339], Speed: 191.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 349], Speed: 220.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 359], Speed: 183.726 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 369], Speed: 217.404 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 379], Speed: 223.645 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 389], Speed: 202.597 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 399], Speed: 203.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 409], Speed: 218.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 419], Speed: 222.205 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 429], Speed: 207.543 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 439], Speed: 196.402 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 449], Speed: 183.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 459], Speed: 202.106 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 469], Speed: 213.429 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 479], Speed: 211.958 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 489], Speed: 218.289 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 499], Speed: 230.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 509], Speed: 201.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 519], Speed: 209.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 529], Speed: 183.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 539], Speed: 212.231 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 549], Speed: 198.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 559], Speed: 223.545 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 569], Speed: 221.965 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 579], Speed: 214.621 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 589], Speed: 230.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 599], Speed: 230.487 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 609], Speed: 195.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 619], Speed: 214.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 629], Speed: 198.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 639], Speed: 228.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 649], Speed: 229.034 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 659], Speed: 222.431 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 669], Speed: 215.498 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 679], Speed: 223.221 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 689], Speed: 205.945 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.618 [Epoch 131][Batch 699], Speed: 206.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 709], Speed: 215.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 719], Speed: 202.159 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 729], Speed: 207.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 739], Speed: 227.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 749], Speed: 208.589 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 759], Speed: 209.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 769], Speed: 229.592 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 779], Speed: 194.283 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 789], Speed: 214.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 799], Speed: 192.470 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 809], Speed: 193.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 819], Speed: 194.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 829], Speed: 228.758 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 839], Speed: 222.585 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 849], Speed: 212.103 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 859], Speed: 216.413 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 869], Speed: 209.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 879], Speed: 225.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 889], Speed: 228.717 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 899], Speed: 186.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 909], Speed: 221.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 919], Speed: 190.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 929], Speed: 219.973 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 939], Speed: 218.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 949], Speed: 226.165 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 959], Speed: 215.367 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 969], Speed: 214.520 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 979], Speed: 215.899 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 989], Speed: 217.264 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 999], Speed: 215.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 1009], Speed: 230.699 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 1019], Speed: 200.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 1029], Speed: 228.941 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 1039], Speed: 196.118 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 1049], Speed: 224.398 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 1059], Speed: 197.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 1069], Speed: 228.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.617 [Epoch 131][Batch 1079], Speed: 233.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1089], Speed: 214.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1099], Speed: 214.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1109], Speed: 209.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1119], Speed: 214.184 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1129], Speed: 219.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1139], Speed: 215.680 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1149], Speed: 206.756 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1159], Speed: 237.084 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1169], Speed: 234.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1179], Speed: 231.894 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1189], Speed: 215.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1199], Speed: 240.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1209], Speed: 204.756 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131][Batch 1219], Speed: 210.447 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 131] Training cost: 564.337, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 9], Speed: 216.806 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 19], Speed: 223.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.616 [Epoch 132][Batch 29], Speed: 222.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 39], Speed: 185.391 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 49], Speed: 212.239 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 59], Speed: 197.487 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 69], Speed: 214.977 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 79], Speed: 196.499 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 89], Speed: 217.221 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 99], Speed: 232.840 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 109], Speed: 221.362 samples/sec, LR=3.750000000000001e-06, WHL1=0.213, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 119], Speed: 227.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 129], Speed: 214.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 139], Speed: 218.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 149], Speed: 199.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 159], Speed: 196.291 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 169], Speed: 214.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 179], Speed: 210.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 189], Speed: 202.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 199], Speed: 219.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.616 [Epoch 132][Batch 209], Speed: 223.174 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 219], Speed: 233.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.616 [Epoch 132][Batch 229], Speed: 204.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.615 [Epoch 132][Batch 239], Speed: 226.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 249], Speed: 210.038 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 259], Speed: 205.398 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 269], Speed: 206.622 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 279], Speed: 208.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 289], Speed: 225.495 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 299], Speed: 209.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 309], Speed: 191.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 319], Speed: 213.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 329], Speed: 222.763 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 339], Speed: 221.079 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 349], Speed: 199.419 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 359], Speed: 217.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 369], Speed: 204.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 379], Speed: 216.811 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 389], Speed: 228.032 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 399], Speed: 219.593 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 409], Speed: 214.834 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.615 [Epoch 132][Batch 419], Speed: 211.923 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 429], Speed: 207.465 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 439], Speed: 230.903 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 449], Speed: 178.275 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 459], Speed: 203.253 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 469], Speed: 212.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 479], Speed: 212.028 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 489], Speed: 196.712 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 499], Speed: 224.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 509], Speed: 219.689 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 519], Speed: 227.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 529], Speed: 209.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.615 [Epoch 132][Batch 539], Speed: 183.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.615 [Epoch 132][Batch 549], Speed: 209.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.615 [Epoch 132][Batch 559], Speed: 218.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.615 [Epoch 132][Batch 569], Speed: 223.950 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 579], Speed: 218.584 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 589], Speed: 215.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 599], Speed: 214.459 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.615 [Epoch 132][Batch 609], Speed: 202.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 619], Speed: 202.528 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 629], Speed: 230.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 639], Speed: 225.468 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 649], Speed: 217.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 659], Speed: 193.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 669], Speed: 206.492 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 679], Speed: 217.064 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 689], Speed: 222.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 699], Speed: 226.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 709], Speed: 208.758 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 719], Speed: 208.543 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 729], Speed: 216.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 739], Speed: 215.500 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 749], Speed: 222.483 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 759], Speed: 226.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 769], Speed: 216.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 779], Speed: 218.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 789], Speed: 221.457 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 799], Speed: 216.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 809], Speed: 220.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 819], Speed: 221.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 829], Speed: 216.535 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 839], Speed: 216.376 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 849], Speed: 221.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 859], Speed: 196.231 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 869], Speed: 211.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 879], Speed: 228.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 889], Speed: 230.967 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 899], Speed: 203.367 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 909], Speed: 205.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 919], Speed: 206.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 929], Speed: 181.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 939], Speed: 206.404 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 949], Speed: 222.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 959], Speed: 217.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 969], Speed: 201.471 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 979], Speed: 211.024 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.614 [Epoch 132][Batch 989], Speed: 211.815 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 999], Speed: 225.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1009], Speed: 207.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1019], Speed: 210.031 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1029], Speed: 218.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1039], Speed: 212.484 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1049], Speed: 209.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1059], Speed: 208.734 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1069], Speed: 211.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1079], Speed: 217.469 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1089], Speed: 210.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1099], Speed: 212.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1109], Speed: 193.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1119], Speed: 212.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1129], Speed: 242.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1139], Speed: 239.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1149], Speed: 226.112 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1159], Speed: 231.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1169], Speed: 199.946 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1179], Speed: 211.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1189], Speed: 233.814 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1199], Speed: 214.548 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1209], Speed: 211.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132][Batch 1219], Speed: 212.336 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 132] Training cost: 563.746, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 9], Speed: 221.140 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 133][Batch 19], Speed: 215.183 samples/sec, LR=3.750000000000001e-06, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.613 [Epoch 133][Batch 29], Speed: 224.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.613 [Epoch 133][Batch 39], Speed: 212.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 49], Speed: 229.559 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.221, HeatmapFocal=1.613 [Epoch 133][Batch 59], Speed: 216.458 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 69], Speed: 228.162 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 79], Speed: 218.086 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 89], Speed: 225.746 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 99], Speed: 224.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 109], Speed: 191.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 119], Speed: 203.042 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 129], Speed: 219.712 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 139], Speed: 218.844 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.613 [Epoch 133][Batch 149], Speed: 241.419 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 159], Speed: 201.537 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.221, HeatmapFocal=1.612 [Epoch 133][Batch 169], Speed: 207.577 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.221, HeatmapFocal=1.612 [Epoch 133][Batch 179], Speed: 215.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.221, HeatmapFocal=1.612 [Epoch 133][Batch 189], Speed: 225.483 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 199], Speed: 205.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 209], Speed: 228.411 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 219], Speed: 221.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 229], Speed: 218.415 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 239], Speed: 218.306 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 249], Speed: 229.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 259], Speed: 223.682 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 269], Speed: 214.082 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 279], Speed: 208.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 289], Speed: 226.185 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 299], Speed: 199.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 309], Speed: 230.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 319], Speed: 222.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 329], Speed: 222.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 339], Speed: 226.577 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 349], Speed: 227.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 359], Speed: 207.863 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 369], Speed: 206.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 379], Speed: 205.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 389], Speed: 218.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 399], Speed: 221.665 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 409], Speed: 226.518 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 419], Speed: 221.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 429], Speed: 224.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 439], Speed: 212.884 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 449], Speed: 213.891 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 459], Speed: 226.497 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 469], Speed: 221.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 479], Speed: 211.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 489], Speed: 213.891 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 499], Speed: 218.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 509], Speed: 213.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 519], Speed: 221.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.612 [Epoch 133][Batch 529], Speed: 230.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 539], Speed: 221.815 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 549], Speed: 221.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 559], Speed: 218.805 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 569], Speed: 221.290 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 579], Speed: 225.345 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 589], Speed: 227.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 599], Speed: 203.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 609], Speed: 221.557 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 619], Speed: 196.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 629], Speed: 229.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 639], Speed: 220.696 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 649], Speed: 231.001 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 659], Speed: 205.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 669], Speed: 221.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 679], Speed: 212.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 689], Speed: 212.483 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 699], Speed: 217.966 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 709], Speed: 230.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 719], Speed: 216.551 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 729], Speed: 209.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 739], Speed: 211.187 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 749], Speed: 224.468 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 759], Speed: 213.407 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 769], Speed: 229.088 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 779], Speed: 193.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 789], Speed: 222.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 799], Speed: 218.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 809], Speed: 221.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 819], Speed: 208.920 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 829], Speed: 212.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 839], Speed: 215.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 849], Speed: 222.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 859], Speed: 214.838 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 869], Speed: 226.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 879], Speed: 198.143 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 889], Speed: 209.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 899], Speed: 214.454 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.611 [Epoch 133][Batch 909], Speed: 218.236 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 919], Speed: 220.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 929], Speed: 215.891 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 939], Speed: 196.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 949], Speed: 214.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 959], Speed: 210.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 969], Speed: 208.522 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 979], Speed: 216.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 989], Speed: 225.662 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 999], Speed: 203.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1009], Speed: 217.941 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1019], Speed: 209.842 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1029], Speed: 214.565 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1039], Speed: 215.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1049], Speed: 211.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1059], Speed: 217.314 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1069], Speed: 210.032 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1079], Speed: 208.662 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1089], Speed: 216.116 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1099], Speed: 227.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1109], Speed: 218.888 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1119], Speed: 219.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1129], Speed: 212.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1139], Speed: 215.807 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1149], Speed: 209.792 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1159], Speed: 239.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1169], Speed: 204.872 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1179], Speed: 235.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1189], Speed: 202.802 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1199], Speed: 206.436 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1209], Speed: 210.817 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133][Batch 1219], Speed: 230.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 133] Training cost: 561.908, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 134][Batch 9], Speed: 215.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 134][Batch 19], Speed: 211.073 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.221, HeatmapFocal=1.610 [Epoch 134][Batch 29], Speed: 211.989 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 134][Batch 39], Speed: 201.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.610 [Epoch 134][Batch 49], Speed: 218.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.610 [Epoch 134][Batch 59], Speed: 207.212 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.610 [Epoch 134][Batch 69], Speed: 199.826 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 79], Speed: 233.553 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 89], Speed: 204.335 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 99], Speed: 214.816 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 109], Speed: 225.143 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 119], Speed: 214.180 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 129], Speed: 218.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 139], Speed: 215.831 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 149], Speed: 199.876 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 159], Speed: 207.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 169], Speed: 208.816 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 179], Speed: 218.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 189], Speed: 223.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 199], Speed: 213.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 209], Speed: 206.764 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 219], Speed: 214.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 229], Speed: 195.995 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 239], Speed: 219.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 249], Speed: 193.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 259], Speed: 196.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 269], Speed: 226.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 279], Speed: 214.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 289], Speed: 230.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 299], Speed: 207.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 309], Speed: 204.896 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 319], Speed: 210.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 329], Speed: 227.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 339], Speed: 207.163 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 349], Speed: 202.184 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 134][Batch 359], Speed: 216.548 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.609 [Epoch 134][Batch 369], Speed: 212.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 134][Batch 379], Speed: 212.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 134][Batch 389], Speed: 218.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 134][Batch 399], Speed: 215.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 134][Batch 409], Speed: 230.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 134][Batch 419], Speed: 220.828 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 134][Batch 429], Speed: 201.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 134][Batch 439], Speed: 210.135 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 134][Batch 449], Speed: 205.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.609 [Epoch 134][Batch 459], Speed: 203.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 469], Speed: 211.877 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 479], Speed: 223.085 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 489], Speed: 210.707 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 499], Speed: 217.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 509], Speed: 223.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 519], Speed: 197.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 529], Speed: 187.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 539], Speed: 197.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 549], Speed: 213.651 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 559], Speed: 209.856 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 569], Speed: 218.617 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 579], Speed: 215.336 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 589], Speed: 220.594 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 599], Speed: 203.440 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 609], Speed: 215.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 619], Speed: 219.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 629], Speed: 205.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 639], Speed: 218.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 649], Speed: 209.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 659], Speed: 225.665 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 669], Speed: 210.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 679], Speed: 220.868 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 689], Speed: 229.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 699], Speed: 211.809 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 709], Speed: 225.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 719], Speed: 211.568 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 729], Speed: 206.177 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 739], Speed: 220.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 749], Speed: 221.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 759], Speed: 212.535 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 769], Speed: 205.272 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 779], Speed: 213.401 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 789], Speed: 210.241 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 799], Speed: 220.045 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 809], Speed: 231.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 819], Speed: 198.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 829], Speed: 223.840 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 839], Speed: 211.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.608 [Epoch 134][Batch 849], Speed: 209.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 859], Speed: 221.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 869], Speed: 216.534 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 879], Speed: 208.147 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 889], Speed: 208.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 899], Speed: 217.457 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 909], Speed: 208.137 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 919], Speed: 221.360 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 929], Speed: 227.762 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 939], Speed: 216.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 949], Speed: 225.718 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 959], Speed: 171.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 969], Speed: 197.384 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 979], Speed: 218.416 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 989], Speed: 228.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 999], Speed: 200.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1009], Speed: 215.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1019], Speed: 217.667 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1029], Speed: 214.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1039], Speed: 213.006 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1049], Speed: 225.839 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1059], Speed: 207.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1069], Speed: 207.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1079], Speed: 202.296 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1089], Speed: 209.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1099], Speed: 222.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1109], Speed: 209.478 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1119], Speed: 212.332 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1129], Speed: 223.266 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1139], Speed: 217.519 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1149], Speed: 222.410 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1159], Speed: 207.107 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1169], Speed: 218.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1179], Speed: 208.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1189], Speed: 212.356 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1199], Speed: 193.965 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1209], Speed: 219.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134][Batch 1219], Speed: 212.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 134] Training cost: 564.725, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.607 [Epoch 135][Batch 9], Speed: 214.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.219, CenterRegL1=0.221, HeatmapFocal=1.607 [Epoch 135][Batch 19], Speed: 201.599 samples/sec, LR=3.750000000000001e-06, WHL1=0.219, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 29], Speed: 200.564 samples/sec, LR=3.750000000000001e-06, WHL1=0.214, CenterRegL1=0.221, HeatmapFocal=1.606 [Epoch 135][Batch 39], Speed: 214.898 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.606 [Epoch 135][Batch 49], Speed: 210.367 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 59], Speed: 194.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 69], Speed: 243.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 79], Speed: 227.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 89], Speed: 192.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 99], Speed: 225.418 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 109], Speed: 225.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 119], Speed: 218.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 129], Speed: 238.417 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 139], Speed: 208.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 149], Speed: 218.249 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 159], Speed: 211.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 169], Speed: 196.821 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 179], Speed: 225.249 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 189], Speed: 206.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 199], Speed: 225.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 209], Speed: 214.569 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 219], Speed: 221.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 229], Speed: 227.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 239], Speed: 215.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 249], Speed: 216.085 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 259], Speed: 206.668 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 269], Speed: 200.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 279], Speed: 202.056 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 289], Speed: 229.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 299], Speed: 204.653 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 309], Speed: 201.850 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 319], Speed: 218.417 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 329], Speed: 224.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 339], Speed: 222.389 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 349], Speed: 212.130 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 359], Speed: 202.438 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 369], Speed: 214.811 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 379], Speed: 206.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 389], Speed: 173.074 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.606 [Epoch 135][Batch 399], Speed: 209.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 409], Speed: 219.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 419], Speed: 209.292 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 429], Speed: 186.842 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 439], Speed: 206.874 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 449], Speed: 199.648 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 459], Speed: 222.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 469], Speed: 217.002 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 479], Speed: 207.955 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 489], Speed: 208.829 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 499], Speed: 213.074 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 509], Speed: 223.138 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 519], Speed: 212.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 529], Speed: 216.509 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 539], Speed: 223.361 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 549], Speed: 213.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 559], Speed: 208.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 569], Speed: 219.496 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 579], Speed: 224.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 589], Speed: 214.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 599], Speed: 223.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 609], Speed: 211.819 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 619], Speed: 205.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 629], Speed: 226.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 639], Speed: 217.033 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 649], Speed: 218.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 659], Speed: 226.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 669], Speed: 223.467 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 679], Speed: 208.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 689], Speed: 224.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 699], Speed: 221.006 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 709], Speed: 210.848 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 719], Speed: 201.512 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 729], Speed: 217.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 739], Speed: 197.069 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 749], Speed: 213.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 759], Speed: 227.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 769], Speed: 216.657 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 779], Speed: 197.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.605 [Epoch 135][Batch 789], Speed: 227.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 799], Speed: 212.082 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 809], Speed: 224.776 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 819], Speed: 215.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 829], Speed: 219.296 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 839], Speed: 213.249 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 849], Speed: 210.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 859], Speed: 223.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 869], Speed: 178.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 879], Speed: 226.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 889], Speed: 209.771 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 899], Speed: 207.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 909], Speed: 223.638 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 919], Speed: 200.293 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 929], Speed: 210.930 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 939], Speed: 232.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 949], Speed: 211.001 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 959], Speed: 199.272 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 969], Speed: 218.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 979], Speed: 214.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 989], Speed: 209.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 999], Speed: 211.912 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1009], Speed: 219.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1019], Speed: 199.496 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1029], Speed: 204.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1039], Speed: 198.665 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1049], Speed: 185.800 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1059], Speed: 224.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1069], Speed: 220.464 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1079], Speed: 204.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1089], Speed: 209.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1099], Speed: 220.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1109], Speed: 212.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1119], Speed: 221.822 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1129], Speed: 207.470 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1139], Speed: 201.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1149], Speed: 225.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1159], Speed: 199.194 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1169], Speed: 198.468 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1179], Speed: 213.366 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.604 [Epoch 135][Batch 1189], Speed: 225.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 135][Batch 1199], Speed: 228.112 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 135][Batch 1209], Speed: 222.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 135][Batch 1219], Speed: 213.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 135] Training cost: 563.510, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 9], Speed: 205.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 136][Batch 19], Speed: 213.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.603 [Epoch 136][Batch 29], Speed: 209.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.603 [Epoch 136][Batch 39], Speed: 212.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.603 [Epoch 136][Batch 49], Speed: 223.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.603 [Epoch 136][Batch 59], Speed: 220.585 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.603 [Epoch 136][Batch 69], Speed: 214.256 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.603 [Epoch 136][Batch 79], Speed: 224.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 89], Speed: 213.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 99], Speed: 209.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 109], Speed: 211.291 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 119], Speed: 206.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 129], Speed: 221.559 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 139], Speed: 215.465 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 149], Speed: 199.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 159], Speed: 223.382 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 169], Speed: 200.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 179], Speed: 220.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 189], Speed: 200.644 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 199], Speed: 212.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 209], Speed: 225.102 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 219], Speed: 210.937 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 229], Speed: 202.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 239], Speed: 228.623 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 249], Speed: 208.805 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 259], Speed: 220.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 269], Speed: 198.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 279], Speed: 219.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 289], Speed: 204.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 299], Speed: 222.520 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 309], Speed: 218.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 319], Speed: 217.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 329], Speed: 205.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 339], Speed: 206.385 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 349], Speed: 208.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 359], Speed: 227.053 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.603 [Epoch 136][Batch 369], Speed: 205.454 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 379], Speed: 211.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 389], Speed: 209.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 399], Speed: 220.562 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 409], Speed: 207.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 419], Speed: 211.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 429], Speed: 207.803 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 439], Speed: 210.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 449], Speed: 192.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 459], Speed: 214.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 469], Speed: 213.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 479], Speed: 226.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 489], Speed: 230.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 499], Speed: 198.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 509], Speed: 215.648 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 519], Speed: 200.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 529], Speed: 212.134 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 539], Speed: 219.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 549], Speed: 219.564 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 559], Speed: 202.274 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 569], Speed: 216.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 579], Speed: 229.832 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 589], Speed: 212.069 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 599], Speed: 204.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 609], Speed: 198.093 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 619], Speed: 214.287 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 629], Speed: 224.645 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 639], Speed: 219.230 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 649], Speed: 202.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 659], Speed: 190.218 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 669], Speed: 199.604 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 679], Speed: 214.932 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 689], Speed: 237.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 699], Speed: 203.279 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 709], Speed: 200.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 719], Speed: 209.064 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 729], Speed: 215.088 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 739], Speed: 215.110 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 749], Speed: 208.585 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 759], Speed: 201.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.602 [Epoch 136][Batch 769], Speed: 201.611 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 779], Speed: 196.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 789], Speed: 205.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 799], Speed: 199.293 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 809], Speed: 206.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 819], Speed: 227.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 829], Speed: 217.602 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 839], Speed: 205.465 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 849], Speed: 212.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 859], Speed: 217.397 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 869], Speed: 215.173 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 879], Speed: 222.292 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 889], Speed: 213.809 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 899], Speed: 213.848 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 909], Speed: 216.981 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 919], Speed: 200.497 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 929], Speed: 202.734 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 939], Speed: 222.076 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 949], Speed: 212.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 959], Speed: 215.348 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 969], Speed: 218.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 979], Speed: 211.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 989], Speed: 217.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 999], Speed: 222.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1009], Speed: 206.778 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1019], Speed: 208.453 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1029], Speed: 210.597 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1039], Speed: 208.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1049], Speed: 220.540 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1059], Speed: 194.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1069], Speed: 213.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1079], Speed: 190.355 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1089], Speed: 201.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1099], Speed: 193.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1109], Speed: 238.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1119], Speed: 202.325 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1129], Speed: 219.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1139], Speed: 215.314 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1149], Speed: 237.382 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1159], Speed: 207.369 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.601 [Epoch 136][Batch 1169], Speed: 238.884 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 136][Batch 1179], Speed: 217.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 136][Batch 1189], Speed: 205.518 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 136][Batch 1199], Speed: 197.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 136][Batch 1209], Speed: 207.747 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 136][Batch 1219], Speed: 222.584 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 136] Training cost: 566.935, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 9], Speed: 221.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.201, CenterRegL1=0.222, HeatmapFocal=1.600 [Epoch 137][Batch 19], Speed: 220.026 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.222, HeatmapFocal=1.600 [Epoch 137][Batch 29], Speed: 218.397 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.222, HeatmapFocal=1.600 [Epoch 137][Batch 39], Speed: 206.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.222, HeatmapFocal=1.600 [Epoch 137][Batch 49], Speed: 208.600 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.222, HeatmapFocal=1.600 [Epoch 137][Batch 59], Speed: 209.392 samples/sec, LR=3.750000000000001e-06, WHL1=0.212, CenterRegL1=0.221, HeatmapFocal=1.600 [Epoch 137][Batch 69], Speed: 213.115 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.221, HeatmapFocal=1.600 [Epoch 137][Batch 79], Speed: 219.391 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.600 [Epoch 137][Batch 89], Speed: 221.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.221, HeatmapFocal=1.600 [Epoch 137][Batch 99], Speed: 225.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.600 [Epoch 137][Batch 109], Speed: 209.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.221, HeatmapFocal=1.600 [Epoch 137][Batch 119], Speed: 204.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.221, HeatmapFocal=1.600 [Epoch 137][Batch 129], Speed: 225.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 139], Speed: 227.645 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 149], Speed: 219.814 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 159], Speed: 215.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 169], Speed: 193.378 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 179], Speed: 210.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 189], Speed: 215.568 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 199], Speed: 210.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 209], Speed: 225.540 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 219], Speed: 224.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 229], Speed: 211.418 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 239], Speed: 201.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 249], Speed: 213.143 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 259], Speed: 199.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 269], Speed: 210.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 279], Speed: 215.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 289], Speed: 207.160 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 299], Speed: 200.702 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 309], Speed: 198.133 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 319], Speed: 208.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 329], Speed: 213.975 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 339], Speed: 232.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.600 [Epoch 137][Batch 349], Speed: 195.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 359], Speed: 220.453 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 369], Speed: 210.772 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 379], Speed: 195.471 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 389], Speed: 220.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 399], Speed: 202.543 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 409], Speed: 208.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 419], Speed: 206.355 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 429], Speed: 205.881 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 439], Speed: 197.667 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 449], Speed: 195.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 459], Speed: 230.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 469], Speed: 199.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 479], Speed: 227.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 489], Speed: 212.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 499], Speed: 205.257 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 509], Speed: 221.624 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 519], Speed: 224.106 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 529], Speed: 193.418 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 539], Speed: 228.831 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 549], Speed: 190.069 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 559], Speed: 209.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 569], Speed: 219.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 579], Speed: 205.200 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 589], Speed: 208.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 599], Speed: 224.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 609], Speed: 217.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 619], Speed: 211.208 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 629], Speed: 218.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 639], Speed: 213.286 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 649], Speed: 205.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 659], Speed: 193.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 669], Speed: 225.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 679], Speed: 180.774 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 689], Speed: 224.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 699], Speed: 217.229 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 709], Speed: 213.165 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 719], Speed: 213.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.210, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 729], Speed: 231.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 739], Speed: 207.365 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.599 [Epoch 137][Batch 749], Speed: 200.384 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 759], Speed: 175.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 769], Speed: 217.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 779], Speed: 197.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 789], Speed: 213.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 799], Speed: 211.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 809], Speed: 187.348 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 819], Speed: 213.345 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 829], Speed: 205.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 839], Speed: 210.189 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 849], Speed: 203.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 859], Speed: 205.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 869], Speed: 197.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 879], Speed: 215.743 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 889], Speed: 211.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 899], Speed: 219.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 909], Speed: 213.419 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 919], Speed: 211.285 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 929], Speed: 216.431 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 939], Speed: 210.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 949], Speed: 190.189 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 959], Speed: 225.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 969], Speed: 207.839 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 979], Speed: 212.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 989], Speed: 213.398 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 999], Speed: 185.766 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1009], Speed: 211.656 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1019], Speed: 220.285 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1029], Speed: 226.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1039], Speed: 208.883 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1049], Speed: 213.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1059], Speed: 225.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1069], Speed: 202.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1079], Speed: 219.746 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1089], Speed: 217.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1099], Speed: 205.560 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1109], Speed: 234.803 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1119], Speed: 214.007 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1129], Speed: 212.862 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1139], Speed: 244.374 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1149], Speed: 213.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.598 [Epoch 137][Batch 1159], Speed: 217.474 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 137][Batch 1169], Speed: 236.457 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 137][Batch 1179], Speed: 196.393 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 137][Batch 1189], Speed: 199.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 137][Batch 1199], Speed: 211.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 137][Batch 1209], Speed: 216.605 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 137][Batch 1219], Speed: 216.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 137] Training cost: 566.953, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 9], Speed: 232.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.216, CenterRegL1=0.223, HeatmapFocal=1.597 [Epoch 138][Batch 19], Speed: 219.457 samples/sec, LR=3.750000000000001e-06, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 29], Speed: 225.174 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 39], Speed: 225.625 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.221, HeatmapFocal=1.597 [Epoch 138][Batch 49], Speed: 202.786 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.221, HeatmapFocal=1.597 [Epoch 138][Batch 59], Speed: 190.218 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.221, HeatmapFocal=1.597 [Epoch 138][Batch 69], Speed: 218.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.221, HeatmapFocal=1.597 [Epoch 138][Batch 79], Speed: 230.322 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.221, HeatmapFocal=1.597 [Epoch 138][Batch 89], Speed: 230.512 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.221, HeatmapFocal=1.597 [Epoch 138][Batch 99], Speed: 203.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.221, HeatmapFocal=1.597 [Epoch 138][Batch 109], Speed: 223.568 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.221, HeatmapFocal=1.597 [Epoch 138][Batch 119], Speed: 202.552 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 129], Speed: 246.232 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 139], Speed: 222.960 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 149], Speed: 232.800 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 159], Speed: 202.413 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 169], Speed: 226.711 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 179], Speed: 223.592 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 189], Speed: 221.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 199], Speed: 223.764 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 209], Speed: 199.222 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 219], Speed: 227.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 229], Speed: 223.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 239], Speed: 217.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 249], Speed: 219.196 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 259], Speed: 230.533 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 269], Speed: 206.162 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 279], Speed: 223.920 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 289], Speed: 203.711 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 299], Speed: 205.585 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 309], Speed: 203.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 319], Speed: 234.245 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 329], Speed: 220.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.597 [Epoch 138][Batch 339], Speed: 219.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 349], Speed: 209.553 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 359], Speed: 215.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 369], Speed: 229.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 379], Speed: 216.187 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 389], Speed: 218.259 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 399], Speed: 205.634 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 409], Speed: 223.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 419], Speed: 200.648 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 429], Speed: 198.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 439], Speed: 222.880 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 449], Speed: 211.497 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 459], Speed: 215.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 469], Speed: 232.834 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 479], Speed: 208.037 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 489], Speed: 222.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 499], Speed: 196.760 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 509], Speed: 218.625 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 519], Speed: 226.712 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 529], Speed: 209.088 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 539], Speed: 218.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 549], Speed: 205.375 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 559], Speed: 233.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 569], Speed: 218.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 579], Speed: 216.195 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 589], Speed: 213.940 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 599], Speed: 200.844 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 609], Speed: 214.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 619], Speed: 191.720 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 629], Speed: 225.500 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 639], Speed: 220.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 649], Speed: 207.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 659], Speed: 204.679 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 669], Speed: 206.756 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 679], Speed: 199.038 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 689], Speed: 195.563 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 699], Speed: 227.535 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 709], Speed: 205.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 719], Speed: 216.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 729], Speed: 205.039 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 739], Speed: 228.189 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.596 [Epoch 138][Batch 749], Speed: 226.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 759], Speed: 207.550 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 769], Speed: 231.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 779], Speed: 219.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 789], Speed: 205.981 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 799], Speed: 225.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 809], Speed: 212.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 819], Speed: 223.843 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 829], Speed: 204.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 839], Speed: 214.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 849], Speed: 188.780 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 859], Speed: 224.385 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 869], Speed: 232.232 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 879], Speed: 225.275 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 889], Speed: 209.235 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 899], Speed: 209.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 909], Speed: 207.148 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 919], Speed: 216.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 929], Speed: 216.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 939], Speed: 205.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 949], Speed: 214.664 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 959], Speed: 211.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 969], Speed: 211.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 979], Speed: 223.548 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 989], Speed: 208.592 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 999], Speed: 189.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1009], Speed: 202.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1019], Speed: 204.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1029], Speed: 206.070 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1039], Speed: 224.940 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1049], Speed: 226.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1059], Speed: 210.115 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1069], Speed: 231.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1079], Speed: 205.208 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1089], Speed: 197.321 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1099], Speed: 228.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1109], Speed: 243.541 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1119], Speed: 225.525 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1129], Speed: 223.344 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1139], Speed: 213.837 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1149], Speed: 223.802 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.595 [Epoch 138][Batch 1159], Speed: 219.230 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 138][Batch 1169], Speed: 228.786 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 138][Batch 1179], Speed: 219.950 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 138][Batch 1189], Speed: 202.367 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 138][Batch 1199], Speed: 244.562 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 138][Batch 1209], Speed: 226.345 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 138][Batch 1219], Speed: 234.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 138] Training cost: 564.643, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 9], Speed: 210.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 19], Speed: 226.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 139][Batch 29], Speed: 224.279 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 139][Batch 39], Speed: 205.780 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 139][Batch 49], Speed: 226.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 139][Batch 59], Speed: 197.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.204, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 69], Speed: 196.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 139][Batch 79], Speed: 220.776 samples/sec, LR=3.750000000000001e-06, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.594 [Epoch 139][Batch 89], Speed: 222.481 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 99], Speed: 221.541 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 109], Speed: 226.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 119], Speed: 207.253 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 129], Speed: 219.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 139], Speed: 213.261 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 149], Speed: 211.538 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 159], Speed: 226.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 169], Speed: 218.989 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 179], Speed: 194.798 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 189], Speed: 217.684 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 199], Speed: 228.256 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 209], Speed: 228.656 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 219], Speed: 229.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.207, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 229], Speed: 206.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 239], Speed: 221.208 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 249], Speed: 215.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 259], Speed: 220.134 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 269], Speed: 185.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 279], Speed: 223.065 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 289], Speed: 200.553 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 299], Speed: 218.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 309], Speed: 200.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 319], Speed: 224.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 329], Speed: 195.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 339], Speed: 221.374 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.594 [Epoch 139][Batch 349], Speed: 223.188 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 359], Speed: 199.993 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 369], Speed: 213.327 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 379], Speed: 208.592 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 389], Speed: 224.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 399], Speed: 203.323 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 409], Speed: 215.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.209, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 419], Speed: 203.814 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 429], Speed: 202.507 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 439], Speed: 223.939 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 449], Speed: 212.232 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 459], Speed: 222.761 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 469], Speed: 211.852 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 479], Speed: 203.184 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 489], Speed: 215.268 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 499], Speed: 227.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 509], Speed: 202.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 519], Speed: 225.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 529], Speed: 204.144 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 539], Speed: 208.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 549], Speed: 213.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 559], Speed: 234.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 569], Speed: 221.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 579], Speed: 218.271 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 589], Speed: 225.440 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 599], Speed: 203.634 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 609], Speed: 204.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 619], Speed: 215.797 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 629], Speed: 193.604 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 639], Speed: 228.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 649], Speed: 220.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 659], Speed: 188.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 669], Speed: 220.623 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 679], Speed: 213.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 689], Speed: 214.047 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 699], Speed: 223.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 709], Speed: 226.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 719], Speed: 211.877 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 729], Speed: 205.110 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 739], Speed: 209.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 749], Speed: 200.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 759], Speed: 218.103 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.593 [Epoch 139][Batch 769], Speed: 204.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 779], Speed: 209.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 789], Speed: 212.625 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 799], Speed: 224.432 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 809], Speed: 204.641 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 819], Speed: 216.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 829], Speed: 220.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 839], Speed: 212.217 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 849], Speed: 213.335 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 859], Speed: 213.792 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 869], Speed: 223.798 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 879], Speed: 217.796 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 889], Speed: 219.028 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 899], Speed: 215.293 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 909], Speed: 206.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 919], Speed: 207.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 929], Speed: 199.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 939], Speed: 229.068 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 949], Speed: 213.602 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 959], Speed: 209.887 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 969], Speed: 211.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 979], Speed: 214.358 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 989], Speed: 213.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 999], Speed: 211.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1009], Speed: 206.186 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1019], Speed: 223.465 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1029], Speed: 215.032 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1039], Speed: 209.397 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1049], Speed: 212.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1059], Speed: 203.894 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1069], Speed: 193.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1079], Speed: 229.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1089], Speed: 218.121 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1099], Speed: 215.420 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1109], Speed: 235.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1119], Speed: 244.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1129], Speed: 219.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1139], Speed: 203.090 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1149], Speed: 232.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1159], Speed: 205.322 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1169], Speed: 233.841 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.592 [Epoch 139][Batch 1179], Speed: 213.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.591 [Epoch 139][Batch 1189], Speed: 221.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.591 [Epoch 139][Batch 1199], Speed: 205.028 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.591 [Epoch 139][Batch 1209], Speed: 224.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.591 [Epoch 139][Batch 1219], Speed: 201.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.591 [Epoch 139] Training cost: 564.760, WHL1=0.208, CenterRegL1=0.220, HeatmapFocal=1.591 [Epoch 139] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.321 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.506 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.336 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.110 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.359 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.281 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.425 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.177 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670 person=42.6 bicycle=21.5 car=29.0 motorcycle=33.4 airplane=54.8 bus=55.4 train=57.8 truck=27.0 boat=17.4 traffic light=16.7 fire hydrant=56.5 stop sign=53.2 parking meter=37.8 bench=17.9 bird=25.5 cat=59.9 dog=56.4 horse=52.1 sheep=42.1 cow=42.0 elephant=55.5 bear=68.2 zebra=60.0 giraffe=62.9 backpack=8.5 umbrella=31.0 handbag=8.5 tie=21.4 suitcase=29.2 frisbee=45.2 skis=16.5 snowboard=22.8 sports ball=28.3 kite=29.5 baseball bat=17.8 baseball glove=24.9 skateboard=43.4 surfboard=25.7 tennis racket=37.0 bottle=24.3 wine glass=23.0 cup=28.4 fork=21.0 knife=8.8 spoon=8.3 bowl=30.4 banana=16.9 apple=13.0 sandwich=30.9 orange=26.3 broccoli=18.5 carrot=14.8 hot dog=25.1 pizza=41.6 donut=37.0 cake=28.7 chair=20.2 couch=39.3 potted plant=19.8 bed=36.4 dining table=22.1 toilet=56.7 tv=49.0 laptop=50.5 mouse=46.0 remote=15.1 keyboard=40.3 cell phone=23.0 microwave=48.2 oven=30.4 toaster=14.3 sink=28.9 refrigerator=44.9 book=4.6 clock=39.9 vase=26.0 scissors=23.9 teddy bear=40.4 hair drier=0.4 toothbrush=14.1 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =32.1