Namespace(batch_size=96, center_reg_weight=1.0, data_shape=512, dataset='coco', dataset_root='~/.mxnet/datasets/', epochs=140, flip_validation=False, gpus='0,1,2,3,4,5,6,7', log_interval=10, lr=0.000375, lr_decay=0.1, lr_decay_epoch='90,120', lr_mode='step', momentum=0.9, network='resnet101_v1b', num_samples=117266, num_workers=60, resume='', save_interval=10, save_prefix='center_net_resnet101_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: 169.739 samples/sec, LR=0.000375, WHL1=2.270, CenterRegL1=0.464, HeatmapFocal=309.462 [Epoch 0][Batch 19], Speed: 156.519 samples/sec, LR=0.000375, WHL1=2.279, CenterRegL1=0.386, HeatmapFocal=248.303 [Epoch 0][Batch 29], Speed: 157.444 samples/sec, LR=0.000375, WHL1=2.268, CenterRegL1=0.346, HeatmapFocal=219.040 [Epoch 0][Batch 39], Speed: 158.449 samples/sec, LR=0.000375, WHL1=2.234, CenterRegL1=0.323, HeatmapFocal=195.987 [Epoch 0][Batch 49], Speed: 176.305 samples/sec, LR=0.000375, WHL1=2.194, CenterRegL1=0.308, HeatmapFocal=176.132 [Epoch 0][Batch 59], Speed: 150.497 samples/sec, LR=0.000375, WHL1=2.153, CenterRegL1=0.298, HeatmapFocal=157.973 [Epoch 0][Batch 69], Speed: 160.858 samples/sec, LR=0.000375, WHL1=2.108, CenterRegL1=0.291, HeatmapFocal=141.000 [Epoch 0][Batch 79], Speed: 155.518 samples/sec, LR=0.000375, WHL1=2.070, CenterRegL1=0.286, HeatmapFocal=125.949 [Epoch 0][Batch 89], Speed: 149.180 samples/sec, LR=0.000375, WHL1=2.037, CenterRegL1=0.282, HeatmapFocal=113.248 [Epoch 0][Batch 99], Speed: 151.446 samples/sec, LR=0.000375, WHL1=2.005, CenterRegL1=0.279, HeatmapFocal=102.694 [Epoch 0][Batch 109], Speed: 161.477 samples/sec, LR=0.000375, WHL1=1.977, CenterRegL1=0.276, HeatmapFocal=93.947 [Epoch 0][Batch 119], Speed: 168.860 samples/sec, LR=0.000375, WHL1=1.960, CenterRegL1=0.274, HeatmapFocal=86.617 [Epoch 0][Batch 129], Speed: 167.078 samples/sec, LR=0.000375, WHL1=1.947, CenterRegL1=0.272, HeatmapFocal=80.380 [Epoch 0][Batch 139], Speed: 161.264 samples/sec, LR=0.000375, WHL1=1.937, CenterRegL1=0.270, HeatmapFocal=75.020 [Epoch 0][Batch 149], Speed: 159.009 samples/sec, LR=0.000375, WHL1=1.928, CenterRegL1=0.269, HeatmapFocal=70.364 [Epoch 0][Batch 159], Speed: 158.049 samples/sec, LR=0.000375, WHL1=1.917, CenterRegL1=0.267, HeatmapFocal=66.276 [Epoch 0][Batch 169], Speed: 160.461 samples/sec, LR=0.000375, WHL1=1.905, CenterRegL1=0.267, HeatmapFocal=62.665 [Epoch 0][Batch 179], Speed: 173.770 samples/sec, LR=0.000375, WHL1=1.895, CenterRegL1=0.266, HeatmapFocal=59.448 [Epoch 0][Batch 189], Speed: 159.173 samples/sec, LR=0.000375, WHL1=1.884, CenterRegL1=0.265, HeatmapFocal=56.566 [Epoch 0][Batch 199], Speed: 148.440 samples/sec, LR=0.000375, WHL1=1.875, CenterRegL1=0.265, HeatmapFocal=53.967 [Epoch 0][Batch 209], Speed: 174.974 samples/sec, LR=0.000375, WHL1=1.868, CenterRegL1=0.264, HeatmapFocal=51.614 [Epoch 0][Batch 219], Speed: 153.181 samples/sec, LR=0.000375, WHL1=1.860, CenterRegL1=0.264, HeatmapFocal=49.472 [Epoch 0][Batch 229], Speed: 169.839 samples/sec, LR=0.000375, WHL1=1.847, CenterRegL1=0.263, HeatmapFocal=47.510 [Epoch 0][Batch 239], Speed: 164.442 samples/sec, LR=0.000375, WHL1=1.836, CenterRegL1=0.263, HeatmapFocal=45.712 [Epoch 0][Batch 249], Speed: 163.882 samples/sec, LR=0.000375, WHL1=1.828, CenterRegL1=0.263, HeatmapFocal=44.059 [Epoch 0][Batch 259], Speed: 162.917 samples/sec, LR=0.000375, WHL1=1.818, CenterRegL1=0.263, HeatmapFocal=42.527 [Epoch 0][Batch 269], Speed: 149.019 samples/sec, LR=0.000375, WHL1=1.810, CenterRegL1=0.263, HeatmapFocal=41.108 [Epoch 0][Batch 279], Speed: 140.240 samples/sec, LR=0.000375, WHL1=1.802, CenterRegL1=0.263, HeatmapFocal=39.792 [Epoch 0][Batch 289], Speed: 167.322 samples/sec, LR=0.000375, WHL1=1.794, CenterRegL1=0.263, HeatmapFocal=38.565 [Epoch 0][Batch 299], Speed: 176.521 samples/sec, LR=0.000375, WHL1=1.785, CenterRegL1=0.262, HeatmapFocal=37.417 [Epoch 0][Batch 309], Speed: 165.667 samples/sec, LR=0.000375, WHL1=1.777, CenterRegL1=0.262, HeatmapFocal=36.344 [Epoch 0][Batch 319], Speed: 162.913 samples/sec, LR=0.000375, WHL1=1.771, CenterRegL1=0.262, HeatmapFocal=35.336 [Epoch 0][Batch 329], Speed: 155.581 samples/sec, LR=0.000375, WHL1=1.764, CenterRegL1=0.261, HeatmapFocal=34.389 [Epoch 0][Batch 339], Speed: 161.020 samples/sec, LR=0.000375, WHL1=1.754, CenterRegL1=0.261, HeatmapFocal=33.496 [Epoch 0][Batch 349], Speed: 170.514 samples/sec, LR=0.000375, WHL1=1.747, CenterRegL1=0.261, HeatmapFocal=32.655 [Epoch 0][Batch 359], Speed: 157.500 samples/sec, LR=0.000375, WHL1=1.741, CenterRegL1=0.260, HeatmapFocal=31.860 [Epoch 0][Batch 369], Speed: 157.351 samples/sec, LR=0.000375, WHL1=1.733, CenterRegL1=0.260, HeatmapFocal=31.107 [Epoch 0][Batch 379], Speed: 164.644 samples/sec, LR=0.000375, WHL1=1.725, CenterRegL1=0.260, HeatmapFocal=30.394 [Epoch 0][Batch 389], Speed: 161.646 samples/sec, LR=0.000375, WHL1=1.717, CenterRegL1=0.260, HeatmapFocal=29.717 [Epoch 0][Batch 399], Speed: 146.146 samples/sec, LR=0.000375, WHL1=1.709, CenterRegL1=0.259, HeatmapFocal=29.073 [Epoch 0][Batch 409], Speed: 172.524 samples/sec, LR=0.000375, WHL1=1.701, CenterRegL1=0.259, HeatmapFocal=28.462 [Epoch 0][Batch 419], Speed: 172.534 samples/sec, LR=0.000375, WHL1=1.694, CenterRegL1=0.259, HeatmapFocal=27.880 [Epoch 0][Batch 429], Speed: 169.333 samples/sec, LR=0.000375, WHL1=1.688, CenterRegL1=0.259, HeatmapFocal=27.325 [Epoch 0][Batch 439], Speed: 166.685 samples/sec, LR=0.000375, WHL1=1.681, CenterRegL1=0.258, HeatmapFocal=26.795 [Epoch 0][Batch 449], Speed: 149.257 samples/sec, LR=0.000375, WHL1=1.674, CenterRegL1=0.258, HeatmapFocal=26.288 [Epoch 0][Batch 459], Speed: 152.914 samples/sec, LR=0.000375, WHL1=1.669, CenterRegL1=0.258, HeatmapFocal=25.803 [Epoch 0][Batch 469], Speed: 173.166 samples/sec, LR=0.000375, WHL1=1.661, CenterRegL1=0.258, HeatmapFocal=25.339 [Epoch 0][Batch 479], Speed: 170.693 samples/sec, LR=0.000375, WHL1=1.654, CenterRegL1=0.258, HeatmapFocal=24.894 [Epoch 0][Batch 489], Speed: 154.008 samples/sec, LR=0.000375, WHL1=1.645, CenterRegL1=0.257, HeatmapFocal=24.465 [Epoch 0][Batch 499], Speed: 136.588 samples/sec, LR=0.000375, WHL1=1.636, CenterRegL1=0.257, HeatmapFocal=24.054 [Epoch 0][Batch 509], Speed: 173.498 samples/sec, LR=0.000375, WHL1=1.629, CenterRegL1=0.257, HeatmapFocal=23.659 [Epoch 0][Batch 519], Speed: 151.804 samples/sec, LR=0.000375, WHL1=1.620, CenterRegL1=0.257, HeatmapFocal=23.279 [Epoch 0][Batch 529], Speed: 166.849 samples/sec, LR=0.000375, WHL1=1.613, CenterRegL1=0.257, HeatmapFocal=22.914 [Epoch 0][Batch 539], Speed: 168.003 samples/sec, LR=0.000375, WHL1=1.605, CenterRegL1=0.257, HeatmapFocal=22.561 [Epoch 0][Batch 549], Speed: 159.166 samples/sec, LR=0.000375, WHL1=1.597, CenterRegL1=0.256, HeatmapFocal=22.220 [Epoch 0][Batch 559], Speed: 150.689 samples/sec, LR=0.000375, WHL1=1.590, CenterRegL1=0.256, HeatmapFocal=21.893 [Epoch 0][Batch 569], Speed: 151.750 samples/sec, LR=0.000375, WHL1=1.583, CenterRegL1=0.256, HeatmapFocal=21.577 [Epoch 0][Batch 579], Speed: 153.948 samples/sec, LR=0.000375, WHL1=1.575, CenterRegL1=0.256, HeatmapFocal=21.270 [Epoch 0][Batch 589], Speed: 151.612 samples/sec, LR=0.000375, WHL1=1.568, CenterRegL1=0.256, HeatmapFocal=20.977 [Epoch 0][Batch 599], Speed: 159.843 samples/sec, LR=0.000375, WHL1=1.562, CenterRegL1=0.256, HeatmapFocal=20.692 [Epoch 0][Batch 609], Speed: 172.190 samples/sec, LR=0.000375, WHL1=1.555, CenterRegL1=0.256, HeatmapFocal=20.416 [Epoch 0][Batch 619], Speed: 163.001 samples/sec, LR=0.000375, WHL1=1.549, CenterRegL1=0.256, HeatmapFocal=20.149 [Epoch 0][Batch 629], Speed: 167.328 samples/sec, LR=0.000375, WHL1=1.543, CenterRegL1=0.256, HeatmapFocal=19.890 [Epoch 0][Batch 639], Speed: 151.905 samples/sec, LR=0.000375, WHL1=1.537, CenterRegL1=0.255, HeatmapFocal=19.640 [Epoch 0][Batch 649], Speed: 161.139 samples/sec, LR=0.000375, WHL1=1.531, CenterRegL1=0.255, HeatmapFocal=19.397 [Epoch 0][Batch 659], Speed: 170.186 samples/sec, LR=0.000375, WHL1=1.524, CenterRegL1=0.255, HeatmapFocal=19.160 [Epoch 0][Batch 669], Speed: 159.408 samples/sec, LR=0.000375, WHL1=1.519, CenterRegL1=0.255, HeatmapFocal=18.931 [Epoch 0][Batch 679], Speed: 150.763 samples/sec, LR=0.000375, WHL1=1.513, CenterRegL1=0.255, HeatmapFocal=18.708 [Epoch 0][Batch 689], Speed: 157.965 samples/sec, LR=0.000375, WHL1=1.507, CenterRegL1=0.255, HeatmapFocal=18.492 [Epoch 0][Batch 699], Speed: 158.194 samples/sec, LR=0.000375, WHL1=1.502, CenterRegL1=0.255, HeatmapFocal=18.282 [Epoch 0][Batch 709], Speed: 151.198 samples/sec, LR=0.000375, WHL1=1.497, CenterRegL1=0.255, HeatmapFocal=18.078 [Epoch 0][Batch 719], Speed: 168.484 samples/sec, LR=0.000375, WHL1=1.491, CenterRegL1=0.255, HeatmapFocal=17.880 [Epoch 0][Batch 729], Speed: 151.050 samples/sec, LR=0.000375, WHL1=1.486, CenterRegL1=0.255, HeatmapFocal=17.687 [Epoch 0][Batch 739], Speed: 156.297 samples/sec, LR=0.000375, WHL1=1.480, CenterRegL1=0.254, HeatmapFocal=17.498 [Epoch 0][Batch 749], Speed: 170.874 samples/sec, LR=0.000375, WHL1=1.475, CenterRegL1=0.254, HeatmapFocal=17.316 [Epoch 0][Batch 759], Speed: 154.531 samples/sec, LR=0.000375, WHL1=1.470, CenterRegL1=0.254, HeatmapFocal=17.137 [Epoch 0][Batch 769], Speed: 149.788 samples/sec, LR=0.000375, WHL1=1.465, CenterRegL1=0.254, HeatmapFocal=16.963 [Epoch 0][Batch 779], Speed: 153.690 samples/sec, LR=0.000375, WHL1=1.460, CenterRegL1=0.254, HeatmapFocal=16.793 [Epoch 0][Batch 789], Speed: 156.214 samples/sec, LR=0.000375, WHL1=1.454, CenterRegL1=0.254, HeatmapFocal=16.627 [Epoch 0][Batch 799], Speed: 165.745 samples/sec, LR=0.000375, WHL1=1.450, CenterRegL1=0.254, HeatmapFocal=16.466 [Epoch 0][Batch 809], Speed: 166.187 samples/sec, LR=0.000375, WHL1=1.445, CenterRegL1=0.254, HeatmapFocal=16.308 [Epoch 0][Batch 819], Speed: 163.215 samples/sec, LR=0.000375, WHL1=1.441, CenterRegL1=0.254, HeatmapFocal=16.155 [Epoch 0][Batch 829], Speed: 166.718 samples/sec, LR=0.000375, WHL1=1.437, CenterRegL1=0.254, HeatmapFocal=16.005 [Epoch 0][Batch 839], Speed: 157.456 samples/sec, LR=0.000375, WHL1=1.433, CenterRegL1=0.254, HeatmapFocal=15.858 [Epoch 0][Batch 849], Speed: 166.952 samples/sec, LR=0.000375, WHL1=1.428, CenterRegL1=0.254, HeatmapFocal=15.714 [Epoch 0][Batch 859], Speed: 149.314 samples/sec, LR=0.000375, WHL1=1.424, CenterRegL1=0.254, HeatmapFocal=15.573 [Epoch 0][Batch 869], Speed: 162.375 samples/sec, LR=0.000375, WHL1=1.420, CenterRegL1=0.254, HeatmapFocal=15.436 [Epoch 0][Batch 879], Speed: 164.534 samples/sec, LR=0.000375, WHL1=1.416, CenterRegL1=0.254, HeatmapFocal=15.302 [Epoch 0][Batch 889], Speed: 160.391 samples/sec, LR=0.000375, WHL1=1.412, CenterRegL1=0.254, HeatmapFocal=15.171 [Epoch 0][Batch 899], Speed: 160.927 samples/sec, LR=0.000375, WHL1=1.408, CenterRegL1=0.254, HeatmapFocal=15.041 [Epoch 0][Batch 909], Speed: 169.289 samples/sec, LR=0.000375, WHL1=1.403, CenterRegL1=0.254, HeatmapFocal=14.915 [Epoch 0][Batch 919], Speed: 159.995 samples/sec, LR=0.000375, WHL1=1.400, CenterRegL1=0.253, HeatmapFocal=14.792 [Epoch 0][Batch 929], Speed: 164.290 samples/sec, LR=0.000375, WHL1=1.396, CenterRegL1=0.253, HeatmapFocal=14.671 [Epoch 0][Batch 939], Speed: 152.832 samples/sec, LR=0.000375, WHL1=1.392, CenterRegL1=0.253, HeatmapFocal=14.553 [Epoch 0][Batch 949], Speed: 178.940 samples/sec, LR=0.000375, WHL1=1.388, CenterRegL1=0.253, HeatmapFocal=14.437 [Epoch 0][Batch 959], Speed: 172.479 samples/sec, LR=0.000375, WHL1=1.385, CenterRegL1=0.253, HeatmapFocal=14.323 [Epoch 0][Batch 969], Speed: 169.158 samples/sec, LR=0.000375, WHL1=1.381, CenterRegL1=0.253, HeatmapFocal=14.211 [Epoch 0][Batch 979], Speed: 166.241 samples/sec, LR=0.000375, WHL1=1.378, CenterRegL1=0.253, HeatmapFocal=14.102 [Epoch 0][Batch 989], Speed: 160.147 samples/sec, LR=0.000375, WHL1=1.375, CenterRegL1=0.253, HeatmapFocal=13.996 [Epoch 0][Batch 999], Speed: 155.149 samples/sec, LR=0.000375, WHL1=1.372, CenterRegL1=0.253, HeatmapFocal=13.891 [Epoch 0][Batch 1009], Speed: 160.903 samples/sec, LR=0.000375, WHL1=1.368, CenterRegL1=0.253, HeatmapFocal=13.788 [Epoch 0][Batch 1019], Speed: 167.385 samples/sec, LR=0.000375, WHL1=1.365, CenterRegL1=0.253, HeatmapFocal=13.686 [Epoch 0][Batch 1029], Speed: 166.071 samples/sec, LR=0.000375, WHL1=1.361, CenterRegL1=0.253, HeatmapFocal=13.587 [Epoch 0][Batch 1039], Speed: 143.834 samples/sec, LR=0.000375, WHL1=1.358, CenterRegL1=0.253, HeatmapFocal=13.490 [Epoch 0][Batch 1049], Speed: 154.878 samples/sec, LR=0.000375, WHL1=1.354, CenterRegL1=0.253, HeatmapFocal=13.395 [Epoch 0][Batch 1059], Speed: 152.452 samples/sec, LR=0.000375, WHL1=1.351, CenterRegL1=0.253, HeatmapFocal=13.301 [Epoch 0][Batch 1069], Speed: 172.411 samples/sec, LR=0.000375, WHL1=1.348, CenterRegL1=0.253, HeatmapFocal=13.208 [Epoch 0][Batch 1079], Speed: 167.353 samples/sec, LR=0.000375, WHL1=1.345, CenterRegL1=0.253, HeatmapFocal=13.118 [Epoch 0][Batch 1089], Speed: 162.381 samples/sec, LR=0.000375, WHL1=1.342, CenterRegL1=0.253, HeatmapFocal=13.030 [Epoch 0][Batch 1099], Speed: 174.579 samples/sec, LR=0.000375, WHL1=1.339, CenterRegL1=0.253, HeatmapFocal=12.943 [Epoch 0][Batch 1109], Speed: 176.624 samples/sec, LR=0.000375, WHL1=1.336, CenterRegL1=0.253, HeatmapFocal=12.857 [Epoch 0][Batch 1119], Speed: 164.945 samples/sec, LR=0.000375, WHL1=1.333, CenterRegL1=0.253, HeatmapFocal=12.773 [Epoch 0][Batch 1129], Speed: 159.042 samples/sec, LR=0.000375, WHL1=1.330, CenterRegL1=0.253, HeatmapFocal=12.690 [Epoch 0][Batch 1139], Speed: 160.777 samples/sec, LR=0.000375, WHL1=1.326, CenterRegL1=0.253, HeatmapFocal=12.609 [Epoch 0][Batch 1149], Speed: 159.159 samples/sec, LR=0.000375, WHL1=1.323, CenterRegL1=0.253, HeatmapFocal=12.530 [Epoch 0][Batch 1159], Speed: 154.930 samples/sec, LR=0.000375, WHL1=1.320, CenterRegL1=0.253, HeatmapFocal=12.451 [Epoch 0][Batch 1169], Speed: 166.552 samples/sec, LR=0.000375, WHL1=1.317, CenterRegL1=0.253, HeatmapFocal=12.373 [Epoch 0][Batch 1179], Speed: 157.657 samples/sec, LR=0.000375, WHL1=1.314, CenterRegL1=0.253, HeatmapFocal=12.297 [Epoch 0][Batch 1189], Speed: 147.717 samples/sec, LR=0.000375, WHL1=1.311, CenterRegL1=0.253, HeatmapFocal=12.222 [Epoch 0][Batch 1199], Speed: 151.095 samples/sec, LR=0.000375, WHL1=1.308, CenterRegL1=0.253, HeatmapFocal=12.148 [Epoch 0][Batch 1209], Speed: 161.790 samples/sec, LR=0.000375, WHL1=1.305, CenterRegL1=0.253, HeatmapFocal=12.076 [Epoch 0][Batch 1219], Speed: 173.934 samples/sec, LR=0.000375, WHL1=1.302, CenterRegL1=0.253, HeatmapFocal=12.004 [Epoch 0] Training cost: 759.549, WHL1=1.302, CenterRegL1=0.253, HeatmapFocal=11.997 [Epoch 0] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.000 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 ] = 0.003 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 ] = 0.003 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.007 person=3.1 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=0.1 cat=0.0 dog=0.1 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=0.0 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=0.1 vase=0.0 scissors=0.0 teddy bear=0.0 hair drier=0.0 toothbrush=0.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =0.0 [Epoch 1][Batch 9], Speed: 170.077 samples/sec, LR=0.000375, WHL1=0.908, CenterRegL1=0.251, HeatmapFocal=11.927 [Epoch 1][Batch 19], Speed: 153.928 samples/sec, LR=0.000375, WHL1=0.912, CenterRegL1=0.251, HeatmapFocal=11.857 [Epoch 1][Batch 29], Speed: 157.652 samples/sec, LR=0.000375, WHL1=0.927, CenterRegL1=0.251, HeatmapFocal=11.789 [Epoch 1][Batch 39], Speed: 165.931 samples/sec, LR=0.000375, WHL1=0.925, CenterRegL1=0.250, HeatmapFocal=11.722 [Epoch 1][Batch 49], Speed: 158.500 samples/sec, LR=0.000375, WHL1=0.917, CenterRegL1=0.250, HeatmapFocal=11.655 [Epoch 1][Batch 59], Speed: 163.241 samples/sec, LR=0.000375, WHL1=0.914, CenterRegL1=0.250, HeatmapFocal=11.590 [Epoch 1][Batch 69], Speed: 159.201 samples/sec, LR=0.000375, WHL1=0.915, CenterRegL1=0.250, HeatmapFocal=11.525 [Epoch 1][Batch 79], Speed: 156.831 samples/sec, LR=0.000375, WHL1=0.911, CenterRegL1=0.250, HeatmapFocal=11.462 [Epoch 1][Batch 89], Speed: 163.259 samples/sec, LR=0.000375, WHL1=0.908, CenterRegL1=0.249, HeatmapFocal=11.400 [Epoch 1][Batch 99], Speed: 166.451 samples/sec, LR=0.000375, WHL1=0.904, CenterRegL1=0.249, HeatmapFocal=11.338 [Epoch 1][Batch 109], Speed: 164.911 samples/sec, LR=0.000375, WHL1=0.902, CenterRegL1=0.250, HeatmapFocal=11.277 [Epoch 1][Batch 119], Speed: 165.857 samples/sec, LR=0.000375, WHL1=0.897, CenterRegL1=0.249, HeatmapFocal=11.217 [Epoch 1][Batch 129], Speed: 147.412 samples/sec, LR=0.000375, WHL1=0.896, CenterRegL1=0.249, HeatmapFocal=11.158 [Epoch 1][Batch 139], Speed: 161.451 samples/sec, LR=0.000375, WHL1=0.894, CenterRegL1=0.249, HeatmapFocal=11.100 [Epoch 1][Batch 149], Speed: 147.099 samples/sec, LR=0.000375, WHL1=0.892, CenterRegL1=0.249, HeatmapFocal=11.044 [Epoch 1][Batch 159], Speed: 164.190 samples/sec, LR=0.000375, WHL1=0.894, CenterRegL1=0.249, HeatmapFocal=10.987 [Epoch 1][Batch 169], Speed: 154.306 samples/sec, LR=0.000375, WHL1=0.892, CenterRegL1=0.249, HeatmapFocal=10.932 [Epoch 1][Batch 179], Speed: 161.506 samples/sec, LR=0.000375, WHL1=0.891, CenterRegL1=0.249, HeatmapFocal=10.877 [Epoch 1][Batch 189], Speed: 174.002 samples/sec, LR=0.000375, WHL1=0.888, CenterRegL1=0.249, HeatmapFocal=10.823 [Epoch 1][Batch 199], Speed: 159.451 samples/sec, LR=0.000375, WHL1=0.886, CenterRegL1=0.249, HeatmapFocal=10.769 [Epoch 1][Batch 209], Speed: 150.562 samples/sec, LR=0.000375, WHL1=0.883, CenterRegL1=0.249, HeatmapFocal=10.717 [Epoch 1][Batch 219], Speed: 160.052 samples/sec, LR=0.000375, WHL1=0.883, CenterRegL1=0.249, HeatmapFocal=10.665 [Epoch 1][Batch 229], Speed: 140.492 samples/sec, LR=0.000375, WHL1=0.881, CenterRegL1=0.249, HeatmapFocal=10.614 [Epoch 1][Batch 239], Speed: 164.353 samples/sec, LR=0.000375, WHL1=0.878, CenterRegL1=0.249, HeatmapFocal=10.563 [Epoch 1][Batch 249], Speed: 162.886 samples/sec, LR=0.000375, WHL1=0.876, CenterRegL1=0.249, HeatmapFocal=10.513 [Epoch 1][Batch 259], Speed: 157.253 samples/sec, LR=0.000375, WHL1=0.874, CenterRegL1=0.249, HeatmapFocal=10.464 [Epoch 1][Batch 269], Speed: 153.538 samples/sec, LR=0.000375, WHL1=0.872, CenterRegL1=0.249, HeatmapFocal=10.415 [Epoch 1][Batch 279], Speed: 164.120 samples/sec, LR=0.000375, WHL1=0.870, CenterRegL1=0.249, HeatmapFocal=10.367 [Epoch 1][Batch 289], Speed: 143.638 samples/sec, LR=0.000375, WHL1=0.868, CenterRegL1=0.249, HeatmapFocal=10.320 [Epoch 1][Batch 299], Speed: 173.513 samples/sec, LR=0.000375, WHL1=0.867, CenterRegL1=0.249, HeatmapFocal=10.273 [Epoch 1][Batch 309], Speed: 159.397 samples/sec, LR=0.000375, WHL1=0.864, CenterRegL1=0.249, HeatmapFocal=10.227 [Epoch 1][Batch 319], Speed: 165.070 samples/sec, LR=0.000375, WHL1=0.862, CenterRegL1=0.249, HeatmapFocal=10.181 [Epoch 1][Batch 329], Speed: 169.323 samples/sec, LR=0.000375, WHL1=0.860, CenterRegL1=0.249, HeatmapFocal=10.136 [Epoch 1][Batch 339], Speed: 160.443 samples/sec, LR=0.000375, WHL1=0.858, CenterRegL1=0.249, HeatmapFocal=10.091 [Epoch 1][Batch 349], Speed: 140.387 samples/sec, LR=0.000375, WHL1=0.856, CenterRegL1=0.249, HeatmapFocal=10.047 [Epoch 1][Batch 359], Speed: 155.615 samples/sec, LR=0.000375, WHL1=0.855, CenterRegL1=0.249, HeatmapFocal=10.004 [Epoch 1][Batch 369], Speed: 163.060 samples/sec, LR=0.000375, WHL1=0.853, CenterRegL1=0.249, HeatmapFocal=9.961 [Epoch 1][Batch 379], Speed: 146.580 samples/sec, LR=0.000375, WHL1=0.853, CenterRegL1=0.249, HeatmapFocal=9.920 [Epoch 1][Batch 389], Speed: 160.065 samples/sec, LR=0.000375, WHL1=0.851, CenterRegL1=0.249, HeatmapFocal=9.878 [Epoch 1][Batch 399], Speed: 167.072 samples/sec, LR=0.000375, WHL1=0.848, CenterRegL1=0.249, HeatmapFocal=9.837 [Epoch 1][Batch 409], Speed: 168.652 samples/sec, LR=0.000375, WHL1=0.846, CenterRegL1=0.249, HeatmapFocal=9.796 [Epoch 1][Batch 419], Speed: 166.288 samples/sec, LR=0.000375, WHL1=0.844, CenterRegL1=0.249, HeatmapFocal=9.756 [Epoch 1][Batch 429], Speed: 168.170 samples/sec, LR=0.000375, WHL1=0.843, CenterRegL1=0.249, HeatmapFocal=9.717 [Epoch 1][Batch 439], Speed: 157.860 samples/sec, LR=0.000375, WHL1=0.841, CenterRegL1=0.249, HeatmapFocal=9.678 [Epoch 1][Batch 449], Speed: 156.901 samples/sec, LR=0.000375, WHL1=0.839, CenterRegL1=0.249, HeatmapFocal=9.639 [Epoch 1][Batch 459], Speed: 166.073 samples/sec, LR=0.000375, WHL1=0.837, CenterRegL1=0.249, HeatmapFocal=9.601 [Epoch 1][Batch 469], Speed: 156.111 samples/sec, LR=0.000375, WHL1=0.835, CenterRegL1=0.249, HeatmapFocal=9.563 [Epoch 1][Batch 479], Speed: 160.622 samples/sec, LR=0.000375, WHL1=0.834, CenterRegL1=0.249, HeatmapFocal=9.526 [Epoch 1][Batch 489], Speed: 157.603 samples/sec, LR=0.000375, WHL1=0.831, CenterRegL1=0.249, HeatmapFocal=9.489 [Epoch 1][Batch 499], Speed: 162.945 samples/sec, LR=0.000375, WHL1=0.829, CenterRegL1=0.249, HeatmapFocal=9.452 [Epoch 1][Batch 509], Speed: 163.811 samples/sec, LR=0.000375, WHL1=0.826, CenterRegL1=0.249, HeatmapFocal=9.415 [Epoch 1][Batch 519], Speed: 166.142 samples/sec, LR=0.000375, WHL1=0.824, CenterRegL1=0.249, HeatmapFocal=9.379 [Epoch 1][Batch 529], Speed: 156.015 samples/sec, LR=0.000375, WHL1=0.822, CenterRegL1=0.249, HeatmapFocal=9.344 [Epoch 1][Batch 539], Speed: 162.647 samples/sec, LR=0.000375, WHL1=0.819, CenterRegL1=0.249, HeatmapFocal=9.309 [Epoch 1][Batch 549], Speed: 161.894 samples/sec, LR=0.000375, WHL1=0.817, CenterRegL1=0.249, HeatmapFocal=9.274 [Epoch 1][Batch 559], Speed: 158.737 samples/sec, LR=0.000375, WHL1=0.815, CenterRegL1=0.249, HeatmapFocal=9.240 [Epoch 1][Batch 569], Speed: 173.440 samples/sec, LR=0.000375, WHL1=0.813, CenterRegL1=0.249, HeatmapFocal=9.206 [Epoch 1][Batch 579], Speed: 171.717 samples/sec, LR=0.000375, WHL1=0.811, CenterRegL1=0.249, HeatmapFocal=9.172 [Epoch 1][Batch 589], Speed: 157.322 samples/sec, LR=0.000375, WHL1=0.809, CenterRegL1=0.249, HeatmapFocal=9.139 [Epoch 1][Batch 599], Speed: 163.247 samples/sec, LR=0.000375, WHL1=0.807, CenterRegL1=0.249, HeatmapFocal=9.106 [Epoch 1][Batch 609], Speed: 166.726 samples/sec, LR=0.000375, WHL1=0.805, CenterRegL1=0.249, HeatmapFocal=9.073 [Epoch 1][Batch 619], Speed: 158.711 samples/sec, LR=0.000375, WHL1=0.803, CenterRegL1=0.249, HeatmapFocal=9.041 [Epoch 1][Batch 629], Speed: 162.301 samples/sec, LR=0.000375, WHL1=0.801, CenterRegL1=0.249, HeatmapFocal=9.009 [Epoch 1][Batch 639], Speed: 164.046 samples/sec, LR=0.000375, WHL1=0.799, CenterRegL1=0.249, HeatmapFocal=8.977 [Epoch 1][Batch 649], Speed: 161.121 samples/sec, LR=0.000375, WHL1=0.798, CenterRegL1=0.248, HeatmapFocal=8.946 [Epoch 1][Batch 659], Speed: 155.518 samples/sec, LR=0.000375, WHL1=0.796, CenterRegL1=0.248, HeatmapFocal=8.915 [Epoch 1][Batch 669], Speed: 165.913 samples/sec, LR=0.000375, WHL1=0.795, CenterRegL1=0.248, HeatmapFocal=8.884 [Epoch 1][Batch 679], Speed: 161.096 samples/sec, LR=0.000375, WHL1=0.793, CenterRegL1=0.248, HeatmapFocal=8.854 [Epoch 1][Batch 689], Speed: 165.812 samples/sec, LR=0.000375, WHL1=0.792, CenterRegL1=0.248, HeatmapFocal=8.824 [Epoch 1][Batch 699], Speed: 153.986 samples/sec, LR=0.000375, WHL1=0.790, CenterRegL1=0.248, HeatmapFocal=8.794 [Epoch 1][Batch 709], Speed: 159.585 samples/sec, LR=0.000375, WHL1=0.789, CenterRegL1=0.248, HeatmapFocal=8.765 [Epoch 1][Batch 719], Speed: 176.178 samples/sec, LR=0.000375, WHL1=0.787, CenterRegL1=0.248, HeatmapFocal=8.736 [Epoch 1][Batch 729], Speed: 167.814 samples/sec, LR=0.000375, WHL1=0.786, CenterRegL1=0.248, HeatmapFocal=8.707 [Epoch 1][Batch 739], Speed: 152.015 samples/sec, LR=0.000375, WHL1=0.785, CenterRegL1=0.248, HeatmapFocal=8.679 [Epoch 1][Batch 749], Speed: 163.754 samples/sec, LR=0.000375, WHL1=0.784, CenterRegL1=0.248, HeatmapFocal=8.650 [Epoch 1][Batch 759], Speed: 159.878 samples/sec, LR=0.000375, WHL1=0.782, CenterRegL1=0.248, HeatmapFocal=8.622 [Epoch 1][Batch 769], Speed: 154.983 samples/sec, LR=0.000375, WHL1=0.781, CenterRegL1=0.248, HeatmapFocal=8.595 [Epoch 1][Batch 779], Speed: 166.417 samples/sec, LR=0.000375, WHL1=0.780, CenterRegL1=0.248, HeatmapFocal=8.568 [Epoch 1][Batch 789], Speed: 145.723 samples/sec, LR=0.000375, WHL1=0.779, CenterRegL1=0.248, HeatmapFocal=8.541 [Epoch 1][Batch 799], Speed: 141.266 samples/sec, LR=0.000375, WHL1=0.778, CenterRegL1=0.248, HeatmapFocal=8.514 [Epoch 1][Batch 809], Speed: 163.572 samples/sec, LR=0.000375, WHL1=0.777, CenterRegL1=0.248, HeatmapFocal=8.487 [Epoch 1][Batch 819], Speed: 163.378 samples/sec, LR=0.000375, WHL1=0.775, CenterRegL1=0.248, HeatmapFocal=8.461 [Epoch 1][Batch 829], Speed: 160.884 samples/sec, LR=0.000375, WHL1=0.774, CenterRegL1=0.248, HeatmapFocal=8.435 [Epoch 1][Batch 839], Speed: 153.898 samples/sec, LR=0.000375, WHL1=0.772, CenterRegL1=0.248, HeatmapFocal=8.409 [Epoch 1][Batch 849], Speed: 153.666 samples/sec, LR=0.000375, WHL1=0.771, CenterRegL1=0.248, HeatmapFocal=8.383 [Epoch 1][Batch 859], Speed: 146.342 samples/sec, LR=0.000375, WHL1=0.769, CenterRegL1=0.248, HeatmapFocal=8.358 [Epoch 1][Batch 869], Speed: 150.040 samples/sec, LR=0.000375, WHL1=0.768, CenterRegL1=0.248, HeatmapFocal=8.333 [Epoch 1][Batch 879], Speed: 169.592 samples/sec, LR=0.000375, WHL1=0.766, CenterRegL1=0.248, HeatmapFocal=8.308 [Epoch 1][Batch 889], Speed: 161.551 samples/sec, LR=0.000375, WHL1=0.765, CenterRegL1=0.248, HeatmapFocal=8.283 [Epoch 1][Batch 899], Speed: 163.791 samples/sec, LR=0.000375, WHL1=0.764, CenterRegL1=0.248, HeatmapFocal=8.259 [Epoch 1][Batch 909], Speed: 161.424 samples/sec, LR=0.000375, WHL1=0.763, CenterRegL1=0.248, HeatmapFocal=8.234 [Epoch 1][Batch 919], Speed: 151.866 samples/sec, LR=0.000375, WHL1=0.761, CenterRegL1=0.248, HeatmapFocal=8.210 [Epoch 1][Batch 929], Speed: 151.186 samples/sec, LR=0.000375, WHL1=0.760, CenterRegL1=0.248, HeatmapFocal=8.186 [Epoch 1][Batch 939], Speed: 177.935 samples/sec, LR=0.000375, WHL1=0.758, CenterRegL1=0.248, HeatmapFocal=8.162 [Epoch 1][Batch 949], Speed: 162.911 samples/sec, LR=0.000375, WHL1=0.757, CenterRegL1=0.248, HeatmapFocal=8.139 [Epoch 1][Batch 959], Speed: 171.136 samples/sec, LR=0.000375, WHL1=0.756, CenterRegL1=0.248, HeatmapFocal=8.116 [Epoch 1][Batch 969], Speed: 159.445 samples/sec, LR=0.000375, WHL1=0.755, CenterRegL1=0.248, HeatmapFocal=8.092 [Epoch 1][Batch 979], Speed: 148.875 samples/sec, LR=0.000375, WHL1=0.753, CenterRegL1=0.248, HeatmapFocal=8.070 [Epoch 1][Batch 989], Speed: 161.889 samples/sec, LR=0.000375, WHL1=0.752, CenterRegL1=0.248, HeatmapFocal=8.047 [Epoch 1][Batch 999], Speed: 158.534 samples/sec, LR=0.000375, WHL1=0.750, CenterRegL1=0.248, HeatmapFocal=8.024 [Epoch 1][Batch 1009], Speed: 146.127 samples/sec, LR=0.000375, WHL1=0.749, CenterRegL1=0.248, HeatmapFocal=8.002 [Epoch 1][Batch 1019], Speed: 149.864 samples/sec, LR=0.000375, WHL1=0.748, CenterRegL1=0.248, HeatmapFocal=7.980 [Epoch 1][Batch 1029], Speed: 164.678 samples/sec, LR=0.000375, WHL1=0.747, CenterRegL1=0.248, HeatmapFocal=7.958 [Epoch 1][Batch 1039], Speed: 163.051 samples/sec, LR=0.000375, WHL1=0.746, CenterRegL1=0.248, HeatmapFocal=7.936 [Epoch 1][Batch 1049], Speed: 170.753 samples/sec, LR=0.000375, WHL1=0.745, CenterRegL1=0.248, HeatmapFocal=7.915 [Epoch 1][Batch 1059], Speed: 167.092 samples/sec, LR=0.000375, WHL1=0.744, CenterRegL1=0.248, HeatmapFocal=7.893 [Epoch 1][Batch 1069], Speed: 154.501 samples/sec, LR=0.000375, WHL1=0.742, CenterRegL1=0.248, HeatmapFocal=7.872 [Epoch 1][Batch 1079], Speed: 168.599 samples/sec, LR=0.000375, WHL1=0.741, CenterRegL1=0.248, HeatmapFocal=7.851 [Epoch 1][Batch 1089], Speed: 169.210 samples/sec, LR=0.000375, WHL1=0.740, CenterRegL1=0.248, HeatmapFocal=7.830 [Epoch 1][Batch 1099], Speed: 140.597 samples/sec, LR=0.000375, WHL1=0.739, CenterRegL1=0.248, HeatmapFocal=7.809 [Epoch 1][Batch 1109], Speed: 150.468 samples/sec, LR=0.000375, WHL1=0.737, CenterRegL1=0.248, HeatmapFocal=7.789 [Epoch 1][Batch 1119], Speed: 167.586 samples/sec, LR=0.000375, WHL1=0.736, CenterRegL1=0.248, HeatmapFocal=7.768 [Epoch 1][Batch 1129], Speed: 175.157 samples/sec, LR=0.000375, WHL1=0.735, CenterRegL1=0.248, HeatmapFocal=7.748 [Epoch 1][Batch 1139], Speed: 178.327 samples/sec, LR=0.000375, WHL1=0.734, CenterRegL1=0.248, HeatmapFocal=7.728 [Epoch 1][Batch 1149], Speed: 156.399 samples/sec, LR=0.000375, WHL1=0.733, CenterRegL1=0.248, HeatmapFocal=7.709 [Epoch 1][Batch 1159], Speed: 159.989 samples/sec, LR=0.000375, WHL1=0.732, CenterRegL1=0.248, HeatmapFocal=7.689 [Epoch 1][Batch 1169], Speed: 172.740 samples/sec, LR=0.000375, WHL1=0.731, CenterRegL1=0.248, HeatmapFocal=7.669 [Epoch 1][Batch 1179], Speed: 161.695 samples/sec, LR=0.000375, WHL1=0.730, CenterRegL1=0.248, HeatmapFocal=7.650 [Epoch 1][Batch 1189], Speed: 171.528 samples/sec, LR=0.000375, WHL1=0.728, CenterRegL1=0.247, HeatmapFocal=7.630 [Epoch 1][Batch 1199], Speed: 151.101 samples/sec, LR=0.000375, WHL1=0.728, CenterRegL1=0.247, HeatmapFocal=7.611 [Epoch 1][Batch 1209], Speed: 181.985 samples/sec, LR=0.000375, WHL1=0.727, CenterRegL1=0.247, HeatmapFocal=7.592 [Epoch 1][Batch 1219], Speed: 167.700 samples/sec, LR=0.000375, WHL1=0.725, CenterRegL1=0.247, HeatmapFocal=7.573 [Epoch 1] Training cost: 743.615, WHL1=0.725, CenterRegL1=0.247, HeatmapFocal=7.570 [Epoch 2][Batch 9], Speed: 157.195 samples/sec, LR=0.000375, WHL1=0.586, CenterRegL1=0.243, HeatmapFocal=7.551 [Epoch 2][Batch 19], Speed: 149.184 samples/sec, LR=0.000375, WHL1=0.590, CenterRegL1=0.244, HeatmapFocal=7.532 [Epoch 2][Batch 29], Speed: 160.869 samples/sec, LR=0.000375, WHL1=0.589, CenterRegL1=0.244, HeatmapFocal=7.514 [Epoch 2][Batch 39], Speed: 168.315 samples/sec, LR=0.000375, WHL1=0.586, CenterRegL1=0.244, HeatmapFocal=7.496 [Epoch 2][Batch 49], Speed: 172.116 samples/sec, LR=0.000375, WHL1=0.580, CenterRegL1=0.244, HeatmapFocal=7.477 [Epoch 2][Batch 59], Speed: 160.237 samples/sec, LR=0.000375, WHL1=0.580, CenterRegL1=0.244, HeatmapFocal=7.459 [Epoch 2][Batch 69], Speed: 163.809 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.244, HeatmapFocal=7.441 [Epoch 2][Batch 79], Speed: 149.238 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.244, HeatmapFocal=7.424 [Epoch 2][Batch 89], Speed: 155.650 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.244, HeatmapFocal=7.406 [Epoch 2][Batch 99], Speed: 170.615 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.244, HeatmapFocal=7.389 [Epoch 2][Batch 109], Speed: 170.876 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.244, HeatmapFocal=7.371 [Epoch 2][Batch 119], Speed: 163.128 samples/sec, LR=0.000375, WHL1=0.582, CenterRegL1=0.244, HeatmapFocal=7.354 [Epoch 2][Batch 129], Speed: 172.268 samples/sec, LR=0.000375, WHL1=0.580, CenterRegL1=0.244, HeatmapFocal=7.337 [Epoch 2][Batch 139], Speed: 164.531 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.244, HeatmapFocal=7.320 [Epoch 2][Batch 149], Speed: 166.434 samples/sec, LR=0.000375, WHL1=0.581, CenterRegL1=0.245, HeatmapFocal=7.303 [Epoch 2][Batch 159], Speed: 166.241 samples/sec, LR=0.000375, WHL1=0.579, CenterRegL1=0.245, HeatmapFocal=7.286 [Epoch 2][Batch 169], Speed: 168.063 samples/sec, LR=0.000375, WHL1=0.579, CenterRegL1=0.245, HeatmapFocal=7.270 [Epoch 2][Batch 179], Speed: 156.284 samples/sec, LR=0.000375, WHL1=0.579, CenterRegL1=0.245, HeatmapFocal=7.254 [Epoch 2][Batch 189], Speed: 178.409 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.245, HeatmapFocal=7.237 [Epoch 2][Batch 199], Speed: 151.473 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.245, HeatmapFocal=7.221 [Epoch 2][Batch 209], Speed: 168.240 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.245, HeatmapFocal=7.205 [Epoch 2][Batch 219], Speed: 165.416 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.245, HeatmapFocal=7.189 [Epoch 2][Batch 229], Speed: 162.806 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.245, HeatmapFocal=7.173 [Epoch 2][Batch 239], Speed: 166.712 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.245, HeatmapFocal=7.157 [Epoch 2][Batch 249], Speed: 156.973 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=7.141 [Epoch 2][Batch 259], Speed: 164.137 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.245, HeatmapFocal=7.126 [Epoch 2][Batch 269], Speed: 151.216 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.245, HeatmapFocal=7.110 [Epoch 2][Batch 279], Speed: 166.542 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=7.095 [Epoch 2][Batch 289], Speed: 161.555 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=7.080 [Epoch 2][Batch 299], Speed: 154.421 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=7.065 [Epoch 2][Batch 309], Speed: 174.633 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.244, HeatmapFocal=7.050 [Epoch 2][Batch 319], Speed: 163.103 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.244, HeatmapFocal=7.035 [Epoch 2][Batch 329], Speed: 157.855 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.244, HeatmapFocal=7.020 [Epoch 2][Batch 339], Speed: 160.745 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.244, HeatmapFocal=7.006 [Epoch 2][Batch 349], Speed: 155.771 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.244, HeatmapFocal=6.991 [Epoch 2][Batch 359], Speed: 165.302 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.244, HeatmapFocal=6.976 [Epoch 2][Batch 369], Speed: 169.744 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.244, HeatmapFocal=6.962 [Epoch 2][Batch 379], Speed: 162.433 samples/sec, LR=0.000375, WHL1=0.578, CenterRegL1=0.244, HeatmapFocal=6.948 [Epoch 2][Batch 389], Speed: 167.580 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.244, HeatmapFocal=6.933 [Epoch 2][Batch 399], Speed: 154.062 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.244, HeatmapFocal=6.919 [Epoch 2][Batch 409], Speed: 176.284 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.244, HeatmapFocal=6.905 [Epoch 2][Batch 419], Speed: 170.079 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.244, HeatmapFocal=6.891 [Epoch 2][Batch 429], Speed: 151.689 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.244, HeatmapFocal=6.878 [Epoch 2][Batch 439], Speed: 159.183 samples/sec, LR=0.000375, WHL1=0.577, CenterRegL1=0.245, HeatmapFocal=6.864 [Epoch 2][Batch 449], Speed: 168.024 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=6.850 [Epoch 2][Batch 459], Speed: 170.328 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=6.837 [Epoch 2][Batch 469], Speed: 164.372 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=6.823 [Epoch 2][Batch 479], Speed: 165.153 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.244, HeatmapFocal=6.810 [Epoch 2][Batch 489], Speed: 155.647 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.244, HeatmapFocal=6.797 [Epoch 2][Batch 499], Speed: 158.016 samples/sec, LR=0.000375, WHL1=0.576, CenterRegL1=0.245, HeatmapFocal=6.783 [Epoch 2][Batch 509], Speed: 153.253 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.244, HeatmapFocal=6.770 [Epoch 2][Batch 519], Speed: 168.900 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.245, HeatmapFocal=6.757 [Epoch 2][Batch 529], Speed: 164.615 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.245, HeatmapFocal=6.744 [Epoch 2][Batch 539], Speed: 159.653 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.244, HeatmapFocal=6.731 [Epoch 2][Batch 549], Speed: 171.242 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.244, HeatmapFocal=6.718 [Epoch 2][Batch 559], Speed: 161.171 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.244, HeatmapFocal=6.705 [Epoch 2][Batch 569], Speed: 155.183 samples/sec, LR=0.000375, WHL1=0.575, CenterRegL1=0.244, HeatmapFocal=6.693 [Epoch 2][Batch 579], Speed: 177.508 samples/sec, LR=0.000375, WHL1=0.574, CenterRegL1=0.244, HeatmapFocal=6.680 [Epoch 2][Batch 589], Speed: 172.869 samples/sec, LR=0.000375, WHL1=0.573, CenterRegL1=0.244, HeatmapFocal=6.667 [Epoch 2][Batch 599], Speed: 157.111 samples/sec, LR=0.000375, WHL1=0.573, CenterRegL1=0.244, HeatmapFocal=6.655 [Epoch 2][Batch 609], Speed: 169.505 samples/sec, LR=0.000375, WHL1=0.573, CenterRegL1=0.244, HeatmapFocal=6.643 [Epoch 2][Batch 619], Speed: 167.217 samples/sec, LR=0.000375, WHL1=0.573, CenterRegL1=0.244, HeatmapFocal=6.630 [Epoch 2][Batch 629], Speed: 153.640 samples/sec, LR=0.000375, WHL1=0.573, CenterRegL1=0.244, HeatmapFocal=6.618 [Epoch 2][Batch 639], Speed: 174.800 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=6.606 [Epoch 2][Batch 649], Speed: 144.134 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=6.594 [Epoch 2][Batch 659], Speed: 163.932 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=6.582 [Epoch 2][Batch 669], Speed: 168.694 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=6.570 [Epoch 2][Batch 679], Speed: 155.537 samples/sec, LR=0.000375, WHL1=0.572, CenterRegL1=0.244, HeatmapFocal=6.558 [Epoch 2][Batch 689], Speed: 164.674 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=6.546 [Epoch 2][Batch 699], Speed: 176.500 samples/sec, LR=0.000375, WHL1=0.571, CenterRegL1=0.244, HeatmapFocal=6.535 [Epoch 2][Batch 709], Speed: 172.479 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.523 [Epoch 2][Batch 719], Speed: 170.548 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.512 [Epoch 2][Batch 729], Speed: 164.131 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.500 [Epoch 2][Batch 739], Speed: 167.034 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.489 [Epoch 2][Batch 749], Speed: 168.300 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.477 [Epoch 2][Batch 759], Speed: 159.498 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.466 [Epoch 2][Batch 769], Speed: 165.225 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.455 [Epoch 2][Batch 779], Speed: 176.885 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.443 [Epoch 2][Batch 789], Speed: 175.670 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=6.432 [Epoch 2][Batch 799], Speed: 171.431 samples/sec, LR=0.000375, WHL1=0.570, CenterRegL1=0.244, HeatmapFocal=6.421 [Epoch 2][Batch 809], Speed: 161.711 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=6.410 [Epoch 2][Batch 819], Speed: 158.759 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=6.399 [Epoch 2][Batch 829], Speed: 149.796 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=6.388 [Epoch 2][Batch 839], Speed: 151.433 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=6.378 [Epoch 2][Batch 849], Speed: 176.569 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=6.367 [Epoch 2][Batch 859], Speed: 172.110 samples/sec, LR=0.000375, WHL1=0.569, CenterRegL1=0.244, HeatmapFocal=6.356 [Epoch 2][Batch 869], Speed: 157.861 samples/sec, LR=0.000375, WHL1=0.568, CenterRegL1=0.244, HeatmapFocal=6.345 [Epoch 2][Batch 879], Speed: 168.177 samples/sec, LR=0.000375, WHL1=0.568, CenterRegL1=0.244, HeatmapFocal=6.335 [Epoch 2][Batch 889], Speed: 175.166 samples/sec, LR=0.000375, WHL1=0.568, CenterRegL1=0.244, HeatmapFocal=6.324 [Epoch 2][Batch 899], Speed: 161.234 samples/sec, LR=0.000375, WHL1=0.568, CenterRegL1=0.244, HeatmapFocal=6.314 [Epoch 2][Batch 909], Speed: 170.976 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=6.303 [Epoch 2][Batch 919], Speed: 163.367 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=6.293 [Epoch 2][Batch 929], Speed: 163.950 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=6.283 [Epoch 2][Batch 939], Speed: 164.460 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=6.272 [Epoch 2][Batch 949], Speed: 171.824 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=6.262 [Epoch 2][Batch 959], Speed: 158.979 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=6.252 [Epoch 2][Batch 969], Speed: 168.152 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=6.242 [Epoch 2][Batch 979], Speed: 159.636 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=6.232 [Epoch 2][Batch 989], Speed: 158.251 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=6.222 [Epoch 2][Batch 999], Speed: 165.866 samples/sec, LR=0.000375, WHL1=0.567, CenterRegL1=0.244, HeatmapFocal=6.212 [Epoch 2][Batch 1009], Speed: 163.794 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.244, HeatmapFocal=6.202 [Epoch 2][Batch 1019], Speed: 177.372 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.244, HeatmapFocal=6.193 [Epoch 2][Batch 1029], Speed: 171.270 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.244, HeatmapFocal=6.183 [Epoch 2][Batch 1039], Speed: 162.807 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.244, HeatmapFocal=6.173 [Epoch 2][Batch 1049], Speed: 162.493 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.244, HeatmapFocal=6.163 [Epoch 2][Batch 1059], Speed: 151.573 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.244, HeatmapFocal=6.154 [Epoch 2][Batch 1069], Speed: 175.952 samples/sec, LR=0.000375, WHL1=0.566, CenterRegL1=0.244, HeatmapFocal=6.144 [Epoch 2][Batch 1079], Speed: 167.508 samples/sec, LR=0.000375, WHL1=0.565, CenterRegL1=0.244, HeatmapFocal=6.134 [Epoch 2][Batch 1089], Speed: 170.529 samples/sec, LR=0.000375, WHL1=0.565, CenterRegL1=0.244, HeatmapFocal=6.125 [Epoch 2][Batch 1099], Speed: 164.825 samples/sec, LR=0.000375, WHL1=0.565, CenterRegL1=0.244, HeatmapFocal=6.115 [Epoch 2][Batch 1109], Speed: 169.544 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.244, HeatmapFocal=6.106 [Epoch 2][Batch 1119], Speed: 160.090 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.244, HeatmapFocal=6.096 [Epoch 2][Batch 1129], Speed: 158.601 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.244, HeatmapFocal=6.087 [Epoch 2][Batch 1139], Speed: 171.539 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.244, HeatmapFocal=6.078 [Epoch 2][Batch 1149], Speed: 174.733 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.244, HeatmapFocal=6.069 [Epoch 2][Batch 1159], Speed: 157.594 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.244, HeatmapFocal=6.060 [Epoch 2][Batch 1169], Speed: 179.712 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.244, HeatmapFocal=6.051 [Epoch 2][Batch 1179], Speed: 183.855 samples/sec, LR=0.000375, WHL1=0.564, CenterRegL1=0.244, HeatmapFocal=6.042 [Epoch 2][Batch 1189], Speed: 164.337 samples/sec, LR=0.000375, WHL1=0.563, CenterRegL1=0.244, HeatmapFocal=6.033 [Epoch 2][Batch 1199], Speed: 161.638 samples/sec, LR=0.000375, WHL1=0.563, CenterRegL1=0.244, HeatmapFocal=6.024 [Epoch 2][Batch 1209], Speed: 174.024 samples/sec, LR=0.000375, WHL1=0.563, CenterRegL1=0.244, HeatmapFocal=6.015 [Epoch 2][Batch 1219], Speed: 178.423 samples/sec, LR=0.000375, WHL1=0.562, CenterRegL1=0.244, HeatmapFocal=6.006 [Epoch 2] Training cost: 741.962, WHL1=0.562, CenterRegL1=0.244, HeatmapFocal=6.005 [Epoch 3][Batch 9], Speed: 167.908 samples/sec, LR=0.000375, WHL1=0.509, CenterRegL1=0.242, HeatmapFocal=5.996 [Epoch 3][Batch 19], Speed: 159.432 samples/sec, LR=0.000375, WHL1=0.521, CenterRegL1=0.242, HeatmapFocal=5.987 [Epoch 3][Batch 29], Speed: 157.261 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.979 [Epoch 3][Batch 39], Speed: 150.250 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.242, HeatmapFocal=5.970 [Epoch 3][Batch 49], Speed: 165.061 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.961 [Epoch 3][Batch 59], Speed: 169.016 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.953 [Epoch 3][Batch 69], Speed: 156.301 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.944 [Epoch 3][Batch 79], Speed: 173.934 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.935 [Epoch 3][Batch 89], Speed: 158.401 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.927 [Epoch 3][Batch 99], Speed: 161.181 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.918 [Epoch 3][Batch 109], Speed: 154.269 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.910 [Epoch 3][Batch 119], Speed: 166.129 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=5.901 [Epoch 3][Batch 129], Speed: 161.899 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.893 [Epoch 3][Batch 139], Speed: 171.875 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.884 [Epoch 3][Batch 149], Speed: 162.585 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.876 [Epoch 3][Batch 159], Speed: 168.025 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=5.868 [Epoch 3][Batch 169], Speed: 173.342 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.859 [Epoch 3][Batch 179], Speed: 166.528 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=5.851 [Epoch 3][Batch 189], Speed: 159.198 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=5.843 [Epoch 3][Batch 199], Speed: 170.273 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.835 [Epoch 3][Batch 209], Speed: 161.678 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.827 [Epoch 3][Batch 219], Speed: 170.754 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.819 [Epoch 3][Batch 229], Speed: 165.933 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.811 [Epoch 3][Batch 239], Speed: 155.531 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.803 [Epoch 3][Batch 249], Speed: 170.059 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.795 [Epoch 3][Batch 259], Speed: 158.461 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.787 [Epoch 3][Batch 269], Speed: 163.162 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.780 [Epoch 3][Batch 279], Speed: 172.496 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.772 [Epoch 3][Batch 289], Speed: 167.710 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.764 [Epoch 3][Batch 299], Speed: 153.553 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.243, HeatmapFocal=5.756 [Epoch 3][Batch 309], Speed: 172.300 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.243, HeatmapFocal=5.749 [Epoch 3][Batch 319], Speed: 147.288 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.243, HeatmapFocal=5.741 [Epoch 3][Batch 329], Speed: 164.758 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.733 [Epoch 3][Batch 339], Speed: 162.550 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.725 [Epoch 3][Batch 349], Speed: 170.214 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.718 [Epoch 3][Batch 359], Speed: 164.528 samples/sec, LR=0.000375, WHL1=0.533, CenterRegL1=0.243, HeatmapFocal=5.710 [Epoch 3][Batch 369], Speed: 169.645 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.703 [Epoch 3][Batch 379], Speed: 133.114 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.695 [Epoch 3][Batch 389], Speed: 165.821 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.688 [Epoch 3][Batch 399], Speed: 156.670 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.681 [Epoch 3][Batch 409], Speed: 172.285 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.673 [Epoch 3][Batch 419], Speed: 149.099 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.666 [Epoch 3][Batch 429], Speed: 177.621 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.659 [Epoch 3][Batch 439], Speed: 168.133 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.651 [Epoch 3][Batch 449], Speed: 167.694 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.644 [Epoch 3][Batch 459], Speed: 159.768 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.637 [Epoch 3][Batch 469], Speed: 151.718 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.630 [Epoch 3][Batch 479], Speed: 161.878 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.623 [Epoch 3][Batch 489], Speed: 167.489 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.615 [Epoch 3][Batch 499], Speed: 155.714 samples/sec, LR=0.000375, WHL1=0.532, CenterRegL1=0.243, HeatmapFocal=5.608 [Epoch 3][Batch 509], Speed: 160.764 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.601 [Epoch 3][Batch 519], Speed: 156.840 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.594 [Epoch 3][Batch 529], Speed: 177.704 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.587 [Epoch 3][Batch 539], Speed: 156.968 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.580 [Epoch 3][Batch 549], Speed: 160.347 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.573 [Epoch 3][Batch 559], Speed: 157.447 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.566 [Epoch 3][Batch 569], Speed: 168.194 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.559 [Epoch 3][Batch 579], Speed: 156.764 samples/sec, LR=0.000375, WHL1=0.531, CenterRegL1=0.243, HeatmapFocal=5.552 [Epoch 3][Batch 589], Speed: 153.805 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.546 [Epoch 3][Batch 599], Speed: 157.740 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.539 [Epoch 3][Batch 609], Speed: 163.276 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.532 [Epoch 3][Batch 619], Speed: 160.799 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.525 [Epoch 3][Batch 629], Speed: 160.161 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.518 [Epoch 3][Batch 639], Speed: 154.884 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.512 [Epoch 3][Batch 649], Speed: 173.074 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.505 [Epoch 3][Batch 659], Speed: 165.127 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.498 [Epoch 3][Batch 669], Speed: 168.397 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.492 [Epoch 3][Batch 679], Speed: 166.476 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.485 [Epoch 3][Batch 689], Speed: 171.770 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.479 [Epoch 3][Batch 699], Speed: 162.785 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.472 [Epoch 3][Batch 709], Speed: 171.266 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.466 [Epoch 3][Batch 719], Speed: 154.539 samples/sec, LR=0.000375, WHL1=0.530, CenterRegL1=0.243, HeatmapFocal=5.459 [Epoch 3][Batch 729], Speed: 162.401 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.453 [Epoch 3][Batch 739], Speed: 158.369 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.446 [Epoch 3][Batch 749], Speed: 153.915 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.440 [Epoch 3][Batch 759], Speed: 165.287 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.433 [Epoch 3][Batch 769], Speed: 150.835 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.427 [Epoch 3][Batch 779], Speed: 157.598 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.421 [Epoch 3][Batch 789], Speed: 168.402 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.414 [Epoch 3][Batch 799], Speed: 160.933 samples/sec, LR=0.000375, WHL1=0.529, CenterRegL1=0.243, HeatmapFocal=5.408 [Epoch 3][Batch 809], Speed: 166.990 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.402 [Epoch 3][Batch 819], Speed: 156.682 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.396 [Epoch 3][Batch 829], Speed: 161.588 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.389 [Epoch 3][Batch 839], Speed: 163.618 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.383 [Epoch 3][Batch 849], Speed: 159.597 samples/sec, LR=0.000375, WHL1=0.528, CenterRegL1=0.243, HeatmapFocal=5.377 [Epoch 3][Batch 859], Speed: 149.304 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=5.371 [Epoch 3][Batch 869], Speed: 168.197 samples/sec, LR=0.000375, WHL1=0.527, CenterRegL1=0.243, HeatmapFocal=5.365 [Epoch 3][Batch 879], Speed: 163.350 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.358 [Epoch 3][Batch 889], Speed: 159.803 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.352 [Epoch 3][Batch 899], Speed: 160.106 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.346 [Epoch 3][Batch 909], Speed: 161.310 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.340 [Epoch 3][Batch 919], Speed: 147.654 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.334 [Epoch 3][Batch 929], Speed: 152.160 samples/sec, LR=0.000375, WHL1=0.526, CenterRegL1=0.243, HeatmapFocal=5.328 [Epoch 3][Batch 939], Speed: 166.539 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.322 [Epoch 3][Batch 949], Speed: 163.598 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.316 [Epoch 3][Batch 959], Speed: 150.947 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.310 [Epoch 3][Batch 969], Speed: 171.194 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.305 [Epoch 3][Batch 979], Speed: 153.616 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.299 [Epoch 3][Batch 989], Speed: 169.502 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.293 [Epoch 3][Batch 999], Speed: 163.749 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.287 [Epoch 3][Batch 1009], Speed: 161.947 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.281 [Epoch 3][Batch 1019], Speed: 152.055 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.275 [Epoch 3][Batch 1029], Speed: 173.089 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.269 [Epoch 3][Batch 1039], Speed: 161.884 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.264 [Epoch 3][Batch 1049], Speed: 165.626 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.258 [Epoch 3][Batch 1059], Speed: 158.659 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.252 [Epoch 3][Batch 1069], Speed: 155.072 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.247 [Epoch 3][Batch 1079], Speed: 149.829 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.241 [Epoch 3][Batch 1089], Speed: 169.030 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.235 [Epoch 3][Batch 1099], Speed: 163.875 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.230 [Epoch 3][Batch 1109], Speed: 169.757 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.224 [Epoch 3][Batch 1119], Speed: 160.001 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.219 [Epoch 3][Batch 1129], Speed: 169.082 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.213 [Epoch 3][Batch 1139], Speed: 171.683 samples/sec, LR=0.000375, WHL1=0.525, CenterRegL1=0.243, HeatmapFocal=5.207 [Epoch 3][Batch 1149], Speed: 158.143 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.202 [Epoch 3][Batch 1159], Speed: 163.150 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.196 [Epoch 3][Batch 1169], Speed: 169.368 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.191 [Epoch 3][Batch 1179], Speed: 155.771 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.185 [Epoch 3][Batch 1189], Speed: 157.159 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.180 [Epoch 3][Batch 1199], Speed: 168.476 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.174 [Epoch 3][Batch 1209], Speed: 157.181 samples/sec, LR=0.000375, WHL1=0.524, CenterRegL1=0.243, HeatmapFocal=5.169 [Epoch 3][Batch 1219], Speed: 158.578 samples/sec, LR=0.000375, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=5.163 [Epoch 3] Training cost: 744.185, WHL1=0.523, CenterRegL1=0.243, HeatmapFocal=5.162 [Epoch 4][Batch 9], Speed: 157.664 samples/sec, LR=0.000375, WHL1=0.492, CenterRegL1=0.240, HeatmapFocal=5.157 [Epoch 4][Batch 19], Speed: 172.446 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=5.151 [Epoch 4][Batch 29], Speed: 161.495 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.242, HeatmapFocal=5.146 [Epoch 4][Batch 39], Speed: 164.910 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.243, HeatmapFocal=5.141 [Epoch 4][Batch 49], Speed: 151.060 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.242, HeatmapFocal=5.135 [Epoch 4][Batch 59], Speed: 149.390 samples/sec, LR=0.000375, WHL1=0.510, CenterRegL1=0.242, HeatmapFocal=5.130 [Epoch 4][Batch 69], Speed: 175.824 samples/sec, LR=0.000375, WHL1=0.512, CenterRegL1=0.242, HeatmapFocal=5.125 [Epoch 4][Batch 79], Speed: 165.836 samples/sec, LR=0.000375, WHL1=0.512, CenterRegL1=0.242, HeatmapFocal=5.120 [Epoch 4][Batch 89], Speed: 159.106 samples/sec, LR=0.000375, WHL1=0.513, CenterRegL1=0.242, HeatmapFocal=5.115 [Epoch 4][Batch 99], Speed: 171.698 samples/sec, LR=0.000375, WHL1=0.512, CenterRegL1=0.242, HeatmapFocal=5.109 [Epoch 4][Batch 109], Speed: 151.283 samples/sec, LR=0.000375, WHL1=0.510, CenterRegL1=0.242, HeatmapFocal=5.104 [Epoch 4][Batch 119], Speed: 148.903 samples/sec, LR=0.000375, WHL1=0.509, CenterRegL1=0.242, HeatmapFocal=5.099 [Epoch 4][Batch 129], Speed: 162.812 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.242, HeatmapFocal=5.094 [Epoch 4][Batch 139], Speed: 165.750 samples/sec, LR=0.000375, WHL1=0.509, CenterRegL1=0.242, HeatmapFocal=5.089 [Epoch 4][Batch 149], Speed: 146.837 samples/sec, LR=0.000375, WHL1=0.509, CenterRegL1=0.242, HeatmapFocal=5.083 [Epoch 4][Batch 159], Speed: 158.483 samples/sec, LR=0.000375, WHL1=0.509, CenterRegL1=0.242, HeatmapFocal=5.078 [Epoch 4][Batch 169], Speed: 163.118 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.242, HeatmapFocal=5.073 [Epoch 4][Batch 179], Speed: 157.008 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.242, HeatmapFocal=5.068 [Epoch 4][Batch 189], Speed: 167.277 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.242, HeatmapFocal=5.063 [Epoch 4][Batch 199], Speed: 149.795 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.242, HeatmapFocal=5.058 [Epoch 4][Batch 209], Speed: 152.140 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.242, HeatmapFocal=5.053 [Epoch 4][Batch 219], Speed: 165.083 samples/sec, LR=0.000375, WHL1=0.508, CenterRegL1=0.242, HeatmapFocal=5.048 [Epoch 4][Batch 229], Speed: 169.190 samples/sec, LR=0.000375, WHL1=0.507, CenterRegL1=0.242, HeatmapFocal=5.043 [Epoch 4][Batch 239], Speed: 147.143 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.242, HeatmapFocal=5.038 [Epoch 4][Batch 249], Speed: 155.910 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.242, HeatmapFocal=5.033 [Epoch 4][Batch 259], Speed: 164.504 samples/sec, LR=0.000375, WHL1=0.506, CenterRegL1=0.242, HeatmapFocal=5.028 [Epoch 4][Batch 269], Speed: 150.612 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.242, HeatmapFocal=5.023 [Epoch 4][Batch 279], Speed: 162.179 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=5.018 [Epoch 4][Batch 289], Speed: 153.536 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=5.013 [Epoch 4][Batch 299], Speed: 163.332 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=5.008 [Epoch 4][Batch 309], Speed: 168.935 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=5.003 [Epoch 4][Batch 319], Speed: 165.065 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=4.998 [Epoch 4][Batch 329], Speed: 167.562 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=4.993 [Epoch 4][Batch 339], Speed: 145.332 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=4.988 [Epoch 4][Batch 349], Speed: 169.388 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=4.983 [Epoch 4][Batch 359], Speed: 150.175 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=4.978 [Epoch 4][Batch 369], Speed: 158.118 samples/sec, LR=0.000375, WHL1=0.505, CenterRegL1=0.242, HeatmapFocal=4.974 [Epoch 4][Batch 379], Speed: 160.381 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.242, HeatmapFocal=4.969 [Epoch 4][Batch 389], Speed: 163.219 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.964 [Epoch 4][Batch 399], Speed: 158.775 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.959 [Epoch 4][Batch 409], Speed: 165.430 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.954 [Epoch 4][Batch 419], Speed: 171.339 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.950 [Epoch 4][Batch 429], Speed: 164.450 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.242, HeatmapFocal=4.945 [Epoch 4][Batch 439], Speed: 167.149 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.242, HeatmapFocal=4.940 [Epoch 4][Batch 449], Speed: 167.776 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.242, HeatmapFocal=4.936 [Epoch 4][Batch 459], Speed: 169.725 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.242, HeatmapFocal=4.931 [Epoch 4][Batch 469], Speed: 163.044 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.242, HeatmapFocal=4.927 [Epoch 4][Batch 479], Speed: 151.947 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.242, HeatmapFocal=4.922 [Epoch 4][Batch 489], Speed: 151.059 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.242, HeatmapFocal=4.917 [Epoch 4][Batch 499], Speed: 157.211 samples/sec, LR=0.000375, WHL1=0.504, CenterRegL1=0.242, HeatmapFocal=4.913 [Epoch 4][Batch 509], Speed: 165.095 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.908 [Epoch 4][Batch 519], Speed: 171.059 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.904 [Epoch 4][Batch 529], Speed: 152.238 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.899 [Epoch 4][Batch 539], Speed: 154.877 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.242, HeatmapFocal=4.894 [Epoch 4][Batch 549], Speed: 160.701 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.890 [Epoch 4][Batch 559], Speed: 170.985 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.885 [Epoch 4][Batch 569], Speed: 155.203 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.881 [Epoch 4][Batch 579], Speed: 146.664 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.877 [Epoch 4][Batch 589], Speed: 154.854 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.242, HeatmapFocal=4.872 [Epoch 4][Batch 599], Speed: 161.169 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.242, HeatmapFocal=4.868 [Epoch 4][Batch 609], Speed: 164.003 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.242, HeatmapFocal=4.863 [Epoch 4][Batch 619], Speed: 147.821 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.242, HeatmapFocal=4.859 [Epoch 4][Batch 629], Speed: 164.709 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.242, HeatmapFocal=4.854 [Epoch 4][Batch 639], Speed: 159.305 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.850 [Epoch 4][Batch 649], Speed: 162.242 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.846 [Epoch 4][Batch 659], Speed: 155.478 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.841 [Epoch 4][Batch 669], Speed: 171.215 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.837 [Epoch 4][Batch 679], Speed: 163.612 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.832 [Epoch 4][Batch 689], Speed: 154.588 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.828 [Epoch 4][Batch 699], Speed: 159.898 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.824 [Epoch 4][Batch 709], Speed: 160.725 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.819 [Epoch 4][Batch 719], Speed: 176.147 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.815 [Epoch 4][Batch 729], Speed: 148.313 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.811 [Epoch 4][Batch 739], Speed: 156.033 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.242, HeatmapFocal=4.806 [Epoch 4][Batch 749], Speed: 152.276 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.242, HeatmapFocal=4.802 [Epoch 4][Batch 759], Speed: 164.772 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.798 [Epoch 4][Batch 769], Speed: 153.365 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.794 [Epoch 4][Batch 779], Speed: 170.338 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.790 [Epoch 4][Batch 789], Speed: 161.020 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.242, HeatmapFocal=4.786 [Epoch 4][Batch 799], Speed: 147.217 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.241, HeatmapFocal=4.781 [Epoch 4][Batch 809], Speed: 162.049 samples/sec, LR=0.000375, WHL1=0.503, CenterRegL1=0.241, HeatmapFocal=4.777 [Epoch 4][Batch 819], Speed: 163.388 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.242, HeatmapFocal=4.773 [Epoch 4][Batch 829], Speed: 157.877 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.241, HeatmapFocal=4.769 [Epoch 4][Batch 839], Speed: 161.968 samples/sec, LR=0.000375, WHL1=0.502, CenterRegL1=0.241, HeatmapFocal=4.765 [Epoch 4][Batch 849], Speed: 160.953 samples/sec, LR=0.000375, WHL1=0.501, CenterRegL1=0.241, HeatmapFocal=4.761 [Epoch 4][Batch 859], Speed: 162.786 samples/sec, LR=0.000375, WHL1=0.501, CenterRegL1=0.242, HeatmapFocal=4.757 [Epoch 4][Batch 869], Speed: 143.636 samples/sec, LR=0.000375, WHL1=0.501, CenterRegL1=0.242, HeatmapFocal=4.752 [Epoch 4][Batch 879], Speed: 154.108 samples/sec, LR=0.000375, WHL1=0.501, CenterRegL1=0.241, HeatmapFocal=4.748 [Epoch 4][Batch 889], Speed: 160.950 samples/sec, LR=0.000375, WHL1=0.501, CenterRegL1=0.241, HeatmapFocal=4.744 [Epoch 4][Batch 899], Speed: 167.853 samples/sec, LR=0.000375, WHL1=0.501, CenterRegL1=0.241, HeatmapFocal=4.740 [Epoch 4][Batch 909], Speed: 165.533 samples/sec, LR=0.000375, WHL1=0.501, CenterRegL1=0.241, HeatmapFocal=4.736 [Epoch 4][Batch 919], Speed: 154.280 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.732 [Epoch 4][Batch 929], Speed: 156.662 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.728 [Epoch 4][Batch 939], Speed: 162.759 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.724 [Epoch 4][Batch 949], Speed: 144.113 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.720 [Epoch 4][Batch 959], Speed: 167.162 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.716 [Epoch 4][Batch 969], Speed: 168.792 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.712 [Epoch 4][Batch 979], Speed: 163.684 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.708 [Epoch 4][Batch 989], Speed: 163.924 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.704 [Epoch 4][Batch 999], Speed: 158.392 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.700 [Epoch 4][Batch 1009], Speed: 162.179 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.697 [Epoch 4][Batch 1019], Speed: 161.563 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.693 [Epoch 4][Batch 1029], Speed: 165.390 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.689 [Epoch 4][Batch 1039], Speed: 165.605 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.685 [Epoch 4][Batch 1049], Speed: 156.044 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.681 [Epoch 4][Batch 1059], Speed: 156.191 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.677 [Epoch 4][Batch 1069], Speed: 169.042 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.673 [Epoch 4][Batch 1079], Speed: 166.626 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.670 [Epoch 4][Batch 1089], Speed: 153.233 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.666 [Epoch 4][Batch 1099], Speed: 165.537 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.662 [Epoch 4][Batch 1109], Speed: 157.354 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.658 [Epoch 4][Batch 1119], Speed: 172.328 samples/sec, LR=0.000375, WHL1=0.500, CenterRegL1=0.241, HeatmapFocal=4.654 [Epoch 4][Batch 1129], Speed: 165.506 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.650 [Epoch 4][Batch 1139], Speed: 180.967 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.646 [Epoch 4][Batch 1149], Speed: 175.748 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.643 [Epoch 4][Batch 1159], Speed: 168.937 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.639 [Epoch 4][Batch 1169], Speed: 178.560 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.635 [Epoch 4][Batch 1179], Speed: 168.000 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.631 [Epoch 4][Batch 1189], Speed: 177.277 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.627 [Epoch 4][Batch 1199], Speed: 169.753 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.624 [Epoch 4][Batch 1209], Speed: 175.517 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.620 [Epoch 4][Batch 1219], Speed: 163.897 samples/sec, LR=0.000375, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.616 [Epoch 4] Training cost: 742.733, WHL1=0.499, CenterRegL1=0.241, HeatmapFocal=4.616 [Epoch 5][Batch 9], Speed: 153.523 samples/sec, LR=0.000375, WHL1=0.464, CenterRegL1=0.240, HeatmapFocal=4.612 [Epoch 5][Batch 19], Speed: 166.246 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.608 [Epoch 5][Batch 29], Speed: 154.241 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.241, HeatmapFocal=4.605 [Epoch 5][Batch 39], Speed: 167.982 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.241, HeatmapFocal=4.601 [Epoch 5][Batch 49], Speed: 141.976 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.597 [Epoch 5][Batch 59], Speed: 148.053 samples/sec, LR=0.000375, WHL1=0.479, CenterRegL1=0.240, HeatmapFocal=4.594 [Epoch 5][Batch 69], Speed: 168.428 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.590 [Epoch 5][Batch 79], Speed: 148.129 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.586 [Epoch 5][Batch 89], Speed: 154.315 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.240, HeatmapFocal=4.583 [Epoch 5][Batch 99], Speed: 166.796 samples/sec, LR=0.000375, WHL1=0.474, CenterRegL1=0.240, HeatmapFocal=4.579 [Epoch 5][Batch 109], Speed: 152.767 samples/sec, LR=0.000375, WHL1=0.472, CenterRegL1=0.240, HeatmapFocal=4.575 [Epoch 5][Batch 119], Speed: 163.724 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=4.572 [Epoch 5][Batch 129], Speed: 169.762 samples/sec, LR=0.000375, WHL1=0.471, CenterRegL1=0.240, HeatmapFocal=4.568 [Epoch 5][Batch 139], Speed: 154.010 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=4.564 [Epoch 5][Batch 149], Speed: 157.570 samples/sec, LR=0.000375, WHL1=0.473, CenterRegL1=0.240, HeatmapFocal=4.561 [Epoch 5][Batch 159], Speed: 170.371 samples/sec, LR=0.000375, WHL1=0.475, CenterRegL1=0.240, HeatmapFocal=4.557 [Epoch 5][Batch 169], Speed: 168.433 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.554 [Epoch 5][Batch 179], Speed: 159.555 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.550 [Epoch 5][Batch 189], Speed: 174.521 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.547 [Epoch 5][Batch 199], Speed: 157.812 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.543 [Epoch 5][Batch 209], Speed: 157.073 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.540 [Epoch 5][Batch 219], Speed: 166.156 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.536 [Epoch 5][Batch 229], Speed: 162.848 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.533 [Epoch 5][Batch 239], Speed: 163.538 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.529 [Epoch 5][Batch 249], Speed: 168.973 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.526 [Epoch 5][Batch 259], Speed: 155.808 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.522 [Epoch 5][Batch 269], Speed: 160.901 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.519 [Epoch 5][Batch 279], Speed: 153.119 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.515 [Epoch 5][Batch 289], Speed: 153.181 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.512 [Epoch 5][Batch 299], Speed: 141.759 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.508 [Epoch 5][Batch 309], Speed: 170.322 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.505 [Epoch 5][Batch 319], Speed: 158.737 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.502 [Epoch 5][Batch 329], Speed: 169.284 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.498 [Epoch 5][Batch 339], Speed: 170.736 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.495 [Epoch 5][Batch 349], Speed: 158.428 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.491 [Epoch 5][Batch 359], Speed: 160.828 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.488 [Epoch 5][Batch 369], Speed: 167.888 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.485 [Epoch 5][Batch 379], Speed: 162.171 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.481 [Epoch 5][Batch 389], Speed: 162.779 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.478 [Epoch 5][Batch 399], Speed: 165.263 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.475 [Epoch 5][Batch 409], Speed: 155.594 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.471 [Epoch 5][Batch 419], Speed: 157.623 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.468 [Epoch 5][Batch 429], Speed: 167.035 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.464 [Epoch 5][Batch 439], Speed: 152.342 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.461 [Epoch 5][Batch 449], Speed: 167.257 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.458 [Epoch 5][Batch 459], Speed: 173.463 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.455 [Epoch 5][Batch 469], Speed: 155.322 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.451 [Epoch 5][Batch 479], Speed: 163.679 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.448 [Epoch 5][Batch 489], Speed: 156.744 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.445 [Epoch 5][Batch 499], Speed: 168.608 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.441 [Epoch 5][Batch 509], Speed: 153.754 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.438 [Epoch 5][Batch 519], Speed: 170.656 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.435 [Epoch 5][Batch 529], Speed: 152.679 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.431 [Epoch 5][Batch 539], Speed: 162.293 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.428 [Epoch 5][Batch 549], Speed: 165.855 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.425 [Epoch 5][Batch 559], Speed: 173.798 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.422 [Epoch 5][Batch 569], Speed: 157.397 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.419 [Epoch 5][Batch 579], Speed: 171.348 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.415 [Epoch 5][Batch 589], Speed: 168.924 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.412 [Epoch 5][Batch 599], Speed: 170.029 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.409 [Epoch 5][Batch 609], Speed: 155.741 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.406 [Epoch 5][Batch 619], Speed: 161.661 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.403 [Epoch 5][Batch 629], Speed: 154.360 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.400 [Epoch 5][Batch 639], Speed: 152.925 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.396 [Epoch 5][Batch 649], Speed: 150.297 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.393 [Epoch 5][Batch 659], Speed: 148.495 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.390 [Epoch 5][Batch 669], Speed: 166.721 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.387 [Epoch 5][Batch 679], Speed: 173.245 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.384 [Epoch 5][Batch 689], Speed: 156.211 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.381 [Epoch 5][Batch 699], Speed: 165.666 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.378 [Epoch 5][Batch 709], Speed: 147.810 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.375 [Epoch 5][Batch 719], Speed: 161.048 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.372 [Epoch 5][Batch 729], Speed: 151.200 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.369 [Epoch 5][Batch 739], Speed: 169.684 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.365 [Epoch 5][Batch 749], Speed: 159.157 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.362 [Epoch 5][Batch 759], Speed: 163.670 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.359 [Epoch 5][Batch 769], Speed: 159.762 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.356 [Epoch 5][Batch 779], Speed: 165.244 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.353 [Epoch 5][Batch 789], Speed: 165.272 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.350 [Epoch 5][Batch 799], Speed: 174.800 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.347 [Epoch 5][Batch 809], Speed: 156.573 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.344 [Epoch 5][Batch 819], Speed: 153.935 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.341 [Epoch 5][Batch 829], Speed: 157.884 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.338 [Epoch 5][Batch 839], Speed: 159.910 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.335 [Epoch 5][Batch 849], Speed: 162.428 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.332 [Epoch 5][Batch 859], Speed: 159.486 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.329 [Epoch 5][Batch 869], Speed: 148.941 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.326 [Epoch 5][Batch 879], Speed: 153.653 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.324 [Epoch 5][Batch 889], Speed: 158.827 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.321 [Epoch 5][Batch 899], Speed: 157.440 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.318 [Epoch 5][Batch 909], Speed: 149.600 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.315 [Epoch 5][Batch 919], Speed: 162.622 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.312 [Epoch 5][Batch 929], Speed: 142.531 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.309 [Epoch 5][Batch 939], Speed: 169.122 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.306 [Epoch 5][Batch 949], Speed: 162.334 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.303 [Epoch 5][Batch 959], Speed: 142.176 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.300 [Epoch 5][Batch 969], Speed: 168.329 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.297 [Epoch 5][Batch 979], Speed: 169.610 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.295 [Epoch 5][Batch 989], Speed: 159.545 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.292 [Epoch 5][Batch 999], Speed: 164.003 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.289 [Epoch 5][Batch 1009], Speed: 161.479 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.286 [Epoch 5][Batch 1019], Speed: 142.055 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.283 [Epoch 5][Batch 1029], Speed: 148.170 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.280 [Epoch 5][Batch 1039], Speed: 159.108 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.278 [Epoch 5][Batch 1049], Speed: 146.273 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.275 [Epoch 5][Batch 1059], Speed: 166.855 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.272 [Epoch 5][Batch 1069], Speed: 146.206 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.269 [Epoch 5][Batch 1079], Speed: 154.226 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.266 [Epoch 5][Batch 1089], Speed: 158.758 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.263 [Epoch 5][Batch 1099], Speed: 162.141 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.261 [Epoch 5][Batch 1109], Speed: 157.146 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.258 [Epoch 5][Batch 1119], Speed: 171.267 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.255 [Epoch 5][Batch 1129], Speed: 178.198 samples/sec, LR=0.000375, WHL1=0.478, CenterRegL1=0.240, HeatmapFocal=4.252 [Epoch 5][Batch 1139], Speed: 163.364 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.250 [Epoch 5][Batch 1149], Speed: 155.250 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.247 [Epoch 5][Batch 1159], Speed: 176.052 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.244 [Epoch 5][Batch 1169], Speed: 158.821 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.241 [Epoch 5][Batch 1179], Speed: 160.622 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.238 [Epoch 5][Batch 1189], Speed: 167.741 samples/sec, LR=0.000375, WHL1=0.477, CenterRegL1=0.240, HeatmapFocal=4.236 [Epoch 5][Batch 1199], Speed: 166.325 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.233 [Epoch 5][Batch 1209], Speed: 163.548 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.230 [Epoch 5][Batch 1219], Speed: 174.527 samples/sec, LR=0.000375, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.227 [Epoch 5] Training cost: 746.667, WHL1=0.476, CenterRegL1=0.240, HeatmapFocal=4.227 [Epoch 6][Batch 9], Speed: 158.118 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.237, HeatmapFocal=4.224 [Epoch 6][Batch 19], Speed: 147.291 samples/sec, LR=0.000375, WHL1=0.448, CenterRegL1=0.239, HeatmapFocal=4.221 [Epoch 6][Batch 29], Speed: 158.165 samples/sec, LR=0.000375, WHL1=0.451, CenterRegL1=0.239, HeatmapFocal=4.218 [Epoch 6][Batch 39], Speed: 141.135 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.238, HeatmapFocal=4.216 [Epoch 6][Batch 49], Speed: 149.082 samples/sec, LR=0.000375, WHL1=0.448, CenterRegL1=0.238, HeatmapFocal=4.213 [Epoch 6][Batch 59], Speed: 163.280 samples/sec, LR=0.000375, WHL1=0.452, CenterRegL1=0.238, HeatmapFocal=4.210 [Epoch 6][Batch 69], Speed: 171.060 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.208 [Epoch 6][Batch 79], Speed: 159.035 samples/sec, LR=0.000375, WHL1=0.453, CenterRegL1=0.239, HeatmapFocal=4.205 [Epoch 6][Batch 89], Speed: 158.701 samples/sec, LR=0.000375, WHL1=0.453, CenterRegL1=0.239, HeatmapFocal=4.202 [Epoch 6][Batch 99], Speed: 166.655 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=4.200 [Epoch 6][Batch 109], Speed: 155.502 samples/sec, LR=0.000375, WHL1=0.453, CenterRegL1=0.239, HeatmapFocal=4.197 [Epoch 6][Batch 119], Speed: 154.452 samples/sec, LR=0.000375, WHL1=0.453, CenterRegL1=0.239, HeatmapFocal=4.194 [Epoch 6][Batch 129], Speed: 159.116 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=4.192 [Epoch 6][Batch 139], Speed: 157.072 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=4.189 [Epoch 6][Batch 149], Speed: 158.125 samples/sec, LR=0.000375, WHL1=0.454, CenterRegL1=0.239, HeatmapFocal=4.186 [Epoch 6][Batch 159], Speed: 162.282 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=4.184 [Epoch 6][Batch 169], Speed: 148.119 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=4.181 [Epoch 6][Batch 179], Speed: 152.673 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=4.178 [Epoch 6][Batch 189], Speed: 155.260 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=4.176 [Epoch 6][Batch 199], Speed: 150.058 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=4.173 [Epoch 6][Batch 209], Speed: 155.477 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.170 [Epoch 6][Batch 219], Speed: 170.839 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.168 [Epoch 6][Batch 229], Speed: 153.792 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.165 [Epoch 6][Batch 239], Speed: 166.747 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.163 [Epoch 6][Batch 249], Speed: 162.141 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.160 [Epoch 6][Batch 259], Speed: 151.277 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.158 [Epoch 6][Batch 269], Speed: 159.885 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.155 [Epoch 6][Batch 279], Speed: 163.965 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.152 [Epoch 6][Batch 289], Speed: 157.440 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.150 [Epoch 6][Batch 299], Speed: 170.045 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.147 [Epoch 6][Batch 309], Speed: 165.599 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.145 [Epoch 6][Batch 319], Speed: 161.110 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.142 [Epoch 6][Batch 329], Speed: 161.327 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.139 [Epoch 6][Batch 339], Speed: 168.461 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.137 [Epoch 6][Batch 349], Speed: 153.852 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.134 [Epoch 6][Batch 359], Speed: 167.529 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.132 [Epoch 6][Batch 369], Speed: 168.810 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.129 [Epoch 6][Batch 379], Speed: 142.436 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.127 [Epoch 6][Batch 389], Speed: 152.903 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.124 [Epoch 6][Batch 399], Speed: 149.224 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.122 [Epoch 6][Batch 409], Speed: 138.632 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.119 [Epoch 6][Batch 419], Speed: 163.342 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.117 [Epoch 6][Batch 429], Speed: 166.712 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.114 [Epoch 6][Batch 439], Speed: 165.568 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.112 [Epoch 6][Batch 449], Speed: 163.573 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.109 [Epoch 6][Batch 459], Speed: 162.747 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.107 [Epoch 6][Batch 469], Speed: 146.339 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.104 [Epoch 6][Batch 479], Speed: 157.823 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.102 [Epoch 6][Batch 489], Speed: 154.812 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.100 [Epoch 6][Batch 499], Speed: 168.270 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=4.097 [Epoch 6][Batch 509], Speed: 159.607 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.095 [Epoch 6][Batch 519], Speed: 166.618 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.092 [Epoch 6][Batch 529], Speed: 150.454 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.090 [Epoch 6][Batch 539], Speed: 157.973 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.240, HeatmapFocal=4.087 [Epoch 6][Batch 549], Speed: 158.608 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.240, HeatmapFocal=4.085 [Epoch 6][Batch 559], Speed: 171.202 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.082 [Epoch 6][Batch 569], Speed: 167.033 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.080 [Epoch 6][Batch 579], Speed: 165.843 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.078 [Epoch 6][Batch 589], Speed: 151.619 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.075 [Epoch 6][Batch 599], Speed: 152.195 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.073 [Epoch 6][Batch 609], Speed: 156.180 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.070 [Epoch 6][Batch 619], Speed: 150.047 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.068 [Epoch 6][Batch 629], Speed: 162.165 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.066 [Epoch 6][Batch 639], Speed: 162.517 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.063 [Epoch 6][Batch 649], Speed: 146.391 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.061 [Epoch 6][Batch 659], Speed: 154.185 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.059 [Epoch 6][Batch 669], Speed: 164.236 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.056 [Epoch 6][Batch 679], Speed: 153.637 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.054 [Epoch 6][Batch 689], Speed: 160.914 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.052 [Epoch 6][Batch 699], Speed: 170.146 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.049 [Epoch 6][Batch 709], Speed: 154.748 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.047 [Epoch 6][Batch 719], Speed: 161.309 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.045 [Epoch 6][Batch 729], Speed: 167.251 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.042 [Epoch 6][Batch 739], Speed: 150.543 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.040 [Epoch 6][Batch 749], Speed: 162.581 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.038 [Epoch 6][Batch 759], Speed: 157.225 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.035 [Epoch 6][Batch 769], Speed: 142.529 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=4.033 [Epoch 6][Batch 779], Speed: 153.574 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=4.031 [Epoch 6][Batch 789], Speed: 165.943 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=4.029 [Epoch 6][Batch 799], Speed: 154.561 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=4.026 [Epoch 6][Batch 809], Speed: 161.538 samples/sec, LR=0.000375, WHL1=0.459, CenterRegL1=0.239, HeatmapFocal=4.024 [Epoch 6][Batch 819], Speed: 174.780 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.022 [Epoch 6][Batch 829], Speed: 151.830 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.019 [Epoch 6][Batch 839], Speed: 159.413 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.017 [Epoch 6][Batch 849], Speed: 149.382 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.015 [Epoch 6][Batch 859], Speed: 164.950 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.013 [Epoch 6][Batch 869], Speed: 147.622 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.010 [Epoch 6][Batch 879], Speed: 161.300 samples/sec, LR=0.000375, WHL1=0.458, CenterRegL1=0.239, HeatmapFocal=4.008 [Epoch 6][Batch 889], Speed: 159.646 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.006 [Epoch 6][Batch 899], Speed: 162.347 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.004 [Epoch 6][Batch 909], Speed: 165.320 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=4.001 [Epoch 6][Batch 919], Speed: 153.818 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.999 [Epoch 6][Batch 929], Speed: 157.758 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.997 [Epoch 6][Batch 939], Speed: 153.553 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.995 [Epoch 6][Batch 949], Speed: 158.609 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.992 [Epoch 6][Batch 959], Speed: 162.261 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.990 [Epoch 6][Batch 969], Speed: 164.027 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.988 [Epoch 6][Batch 979], Speed: 164.318 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.986 [Epoch 6][Batch 989], Speed: 143.458 samples/sec, LR=0.000375, WHL1=0.457, CenterRegL1=0.239, HeatmapFocal=3.983 [Epoch 6][Batch 999], Speed: 158.768 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.981 [Epoch 6][Batch 1009], Speed: 131.933 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.979 [Epoch 6][Batch 1019], Speed: 165.418 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.977 [Epoch 6][Batch 1029], Speed: 161.130 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.975 [Epoch 6][Batch 1039], Speed: 170.343 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.972 [Epoch 6][Batch 1049], Speed: 149.422 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.970 [Epoch 6][Batch 1059], Speed: 156.927 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.968 [Epoch 6][Batch 1069], Speed: 145.833 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.966 [Epoch 6][Batch 1079], Speed: 146.333 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.964 [Epoch 6][Batch 1089], Speed: 155.195 samples/sec, LR=0.000375, WHL1=0.456, CenterRegL1=0.239, HeatmapFocal=3.961 [Epoch 6][Batch 1099], Speed: 156.267 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.959 [Epoch 6][Batch 1109], Speed: 173.517 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.957 [Epoch 6][Batch 1119], Speed: 167.648 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.955 [Epoch 6][Batch 1129], Speed: 146.972 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.953 [Epoch 6][Batch 1139], Speed: 165.400 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.951 [Epoch 6][Batch 1149], Speed: 157.252 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.948 [Epoch 6][Batch 1159], Speed: 164.011 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.946 [Epoch 6][Batch 1169], Speed: 171.795 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.944 [Epoch 6][Batch 1179], Speed: 157.663 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.942 [Epoch 6][Batch 1189], Speed: 157.494 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.940 [Epoch 6][Batch 1199], Speed: 160.567 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.938 [Epoch 6][Batch 1209], Speed: 160.644 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.936 [Epoch 6][Batch 1219], Speed: 164.972 samples/sec, LR=0.000375, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.934 [Epoch 6] Training cost: 746.724, WHL1=0.455, CenterRegL1=0.239, HeatmapFocal=3.933 [Epoch 7][Batch 9], Speed: 165.631 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.240, HeatmapFocal=3.931 [Epoch 7][Batch 19], Speed: 157.258 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.929 [Epoch 7][Batch 29], Speed: 177.832 samples/sec, LR=0.000375, WHL1=0.449, CenterRegL1=0.238, HeatmapFocal=3.927 [Epoch 7][Batch 39], Speed: 163.641 samples/sec, LR=0.000375, WHL1=0.448, CenterRegL1=0.238, HeatmapFocal=3.925 [Epoch 7][Batch 49], Speed: 159.317 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.239, HeatmapFocal=3.923 [Epoch 7][Batch 59], Speed: 160.562 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.239, HeatmapFocal=3.921 [Epoch 7][Batch 69], Speed: 168.535 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.238, HeatmapFocal=3.919 [Epoch 7][Batch 79], Speed: 159.958 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.239, HeatmapFocal=3.917 [Epoch 7][Batch 89], Speed: 153.418 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.239, HeatmapFocal=3.914 [Epoch 7][Batch 99], Speed: 160.922 samples/sec, LR=0.000375, WHL1=0.446, CenterRegL1=0.239, HeatmapFocal=3.912 [Epoch 7][Batch 109], Speed: 166.585 samples/sec, LR=0.000375, WHL1=0.447, CenterRegL1=0.239, HeatmapFocal=3.910 [Epoch 7][Batch 119], Speed: 158.613 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.908 [Epoch 7][Batch 129], Speed: 159.972 samples/sec, LR=0.000375, WHL1=0.444, CenterRegL1=0.239, HeatmapFocal=3.906 [Epoch 7][Batch 139], Speed: 158.204 samples/sec, LR=0.000375, WHL1=0.443, CenterRegL1=0.239, HeatmapFocal=3.904 [Epoch 7][Batch 149], Speed: 173.810 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.239, HeatmapFocal=3.902 [Epoch 7][Batch 159], Speed: 169.731 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.900 [Epoch 7][Batch 169], Speed: 155.440 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.898 [Epoch 7][Batch 179], Speed: 154.249 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.896 [Epoch 7][Batch 189], Speed: 167.661 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.238, HeatmapFocal=3.894 [Epoch 7][Batch 199], Speed: 158.270 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.239, HeatmapFocal=3.892 [Epoch 7][Batch 209], Speed: 167.246 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.238, HeatmapFocal=3.890 [Epoch 7][Batch 219], Speed: 161.719 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.238, HeatmapFocal=3.888 [Epoch 7][Batch 229], Speed: 154.881 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.238, HeatmapFocal=3.886 [Epoch 7][Batch 239], Speed: 162.385 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.238, HeatmapFocal=3.884 [Epoch 7][Batch 249], Speed: 151.183 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.238, HeatmapFocal=3.882 [Epoch 7][Batch 259], Speed: 162.286 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.880 [Epoch 7][Batch 269], Speed: 154.108 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.878 [Epoch 7][Batch 279], Speed: 166.221 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.238, HeatmapFocal=3.876 [Epoch 7][Batch 289], Speed: 146.867 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.238, HeatmapFocal=3.874 [Epoch 7][Batch 299], Speed: 157.027 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.238, HeatmapFocal=3.872 [Epoch 7][Batch 309], Speed: 151.067 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.238, HeatmapFocal=3.870 [Epoch 7][Batch 319], Speed: 165.561 samples/sec, LR=0.000375, WHL1=0.442, CenterRegL1=0.238, HeatmapFocal=3.868 [Epoch 7][Batch 329], Speed: 169.488 samples/sec, LR=0.000375, WHL1=0.441, CenterRegL1=0.238, HeatmapFocal=3.866 [Epoch 7][Batch 339], Speed: 161.198 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.864 [Epoch 7][Batch 349], Speed: 162.706 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.862 [Epoch 7][Batch 359], Speed: 141.494 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.860 [Epoch 7][Batch 369], Speed: 159.206 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.858 [Epoch 7][Batch 379], Speed: 164.146 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.856 [Epoch 7][Batch 389], Speed: 166.209 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.854 [Epoch 7][Batch 399], Speed: 162.147 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.238, HeatmapFocal=3.852 [Epoch 7][Batch 409], Speed: 145.531 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.850 [Epoch 7][Batch 419], Speed: 155.601 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.848 [Epoch 7][Batch 429], Speed: 161.946 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.846 [Epoch 7][Batch 439], Speed: 160.133 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.844 [Epoch 7][Batch 449], Speed: 168.058 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.842 [Epoch 7][Batch 459], Speed: 161.490 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.840 [Epoch 7][Batch 469], Speed: 163.288 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.838 [Epoch 7][Batch 479], Speed: 166.139 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.836 [Epoch 7][Batch 489], Speed: 164.930 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.834 [Epoch 7][Batch 499], Speed: 146.405 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.832 [Epoch 7][Batch 509], Speed: 156.428 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.830 [Epoch 7][Batch 519], Speed: 156.438 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.828 [Epoch 7][Batch 529], Speed: 166.453 samples/sec, LR=0.000375, WHL1=0.439, CenterRegL1=0.238, HeatmapFocal=3.826 [Epoch 7][Batch 539], Speed: 160.195 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.824 [Epoch 7][Batch 549], Speed: 154.536 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.822 [Epoch 7][Batch 559], Speed: 154.667 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.821 [Epoch 7][Batch 569], Speed: 157.084 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.819 [Epoch 7][Batch 579], Speed: 152.112 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.817 [Epoch 7][Batch 589], Speed: 168.880 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.815 [Epoch 7][Batch 599], Speed: 157.664 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.813 [Epoch 7][Batch 609], Speed: 152.943 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.811 [Epoch 7][Batch 619], Speed: 165.434 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.809 [Epoch 7][Batch 629], Speed: 167.756 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.807 [Epoch 7][Batch 639], Speed: 155.585 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.806 [Epoch 7][Batch 649], Speed: 173.019 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.804 [Epoch 7][Batch 659], Speed: 160.112 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.802 [Epoch 7][Batch 669], Speed: 165.532 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.800 [Epoch 7][Batch 679], Speed: 152.755 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.798 [Epoch 7][Batch 689], Speed: 164.107 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.796 [Epoch 7][Batch 699], Speed: 168.554 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.794 [Epoch 7][Batch 709], Speed: 163.746 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.793 [Epoch 7][Batch 719], Speed: 160.493 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.791 [Epoch 7][Batch 729], Speed: 157.133 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.789 [Epoch 7][Batch 739], Speed: 153.083 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.787 [Epoch 7][Batch 749], Speed: 168.409 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.785 [Epoch 7][Batch 759], Speed: 166.362 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.784 [Epoch 7][Batch 769], Speed: 173.454 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.782 [Epoch 7][Batch 779], Speed: 143.859 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.780 [Epoch 7][Batch 789], Speed: 164.410 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.778 [Epoch 7][Batch 799], Speed: 157.799 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.776 [Epoch 7][Batch 809], Speed: 162.907 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.774 [Epoch 7][Batch 819], Speed: 157.082 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.773 [Epoch 7][Batch 829], Speed: 158.061 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.771 [Epoch 7][Batch 839], Speed: 154.328 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.769 [Epoch 7][Batch 849], Speed: 154.913 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.767 [Epoch 7][Batch 859], Speed: 164.179 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.765 [Epoch 7][Batch 869], Speed: 169.136 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.764 [Epoch 7][Batch 879], Speed: 167.568 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.762 [Epoch 7][Batch 889], Speed: 160.377 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.760 [Epoch 7][Batch 899], Speed: 168.375 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.758 [Epoch 7][Batch 909], Speed: 168.575 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.757 [Epoch 7][Batch 919], Speed: 154.759 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.755 [Epoch 7][Batch 929], Speed: 168.106 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.753 [Epoch 7][Batch 939], Speed: 171.789 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.751 [Epoch 7][Batch 949], Speed: 170.603 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.750 [Epoch 7][Batch 959], Speed: 151.416 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.748 [Epoch 7][Batch 969], Speed: 151.352 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.746 [Epoch 7][Batch 979], Speed: 153.645 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.744 [Epoch 7][Batch 989], Speed: 156.022 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.743 [Epoch 7][Batch 999], Speed: 167.153 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.741 [Epoch 7][Batch 1009], Speed: 150.952 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.739 [Epoch 7][Batch 1019], Speed: 170.509 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.737 [Epoch 7][Batch 1029], Speed: 162.993 samples/sec, LR=0.000375, WHL1=0.438, CenterRegL1=0.238, HeatmapFocal=3.736 [Epoch 7][Batch 1039], Speed: 156.625 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.734 [Epoch 7][Batch 1049], Speed: 163.124 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.732 [Epoch 7][Batch 1059], Speed: 166.270 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.730 [Epoch 7][Batch 1069], Speed: 175.031 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.729 [Epoch 7][Batch 1079], Speed: 151.555 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.727 [Epoch 7][Batch 1089], Speed: 164.816 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.725 [Epoch 7][Batch 1099], Speed: 153.706 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.724 [Epoch 7][Batch 1109], Speed: 179.061 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.722 [Epoch 7][Batch 1119], Speed: 158.754 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.720 [Epoch 7][Batch 1129], Speed: 162.836 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.719 [Epoch 7][Batch 1139], Speed: 161.855 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.717 [Epoch 7][Batch 1149], Speed: 162.688 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.715 [Epoch 7][Batch 1159], Speed: 163.900 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.713 [Epoch 7][Batch 1169], Speed: 170.702 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.712 [Epoch 7][Batch 1179], Speed: 160.151 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.710 [Epoch 7][Batch 1189], Speed: 165.142 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.708 [Epoch 7][Batch 1199], Speed: 166.280 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.707 [Epoch 7][Batch 1209], Speed: 164.759 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.705 [Epoch 7][Batch 1219], Speed: 163.101 samples/sec, LR=0.000375, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.703 [Epoch 7] Training cost: 745.713, WHL1=0.437, CenterRegL1=0.238, HeatmapFocal=3.703 [Epoch 8][Batch 9], Speed: 159.053 samples/sec, LR=0.000375, WHL1=0.440, CenterRegL1=0.239, HeatmapFocal=3.701 [Epoch 8][Batch 19], Speed: 165.361 samples/sec, LR=0.000375, WHL1=0.426, CenterRegL1=0.239, HeatmapFocal=3.699 [Epoch 8][Batch 29], Speed: 152.966 samples/sec, LR=0.000375, WHL1=0.420, CenterRegL1=0.238, HeatmapFocal=3.698 [Epoch 8][Batch 39], Speed: 159.333 samples/sec, LR=0.000375, WHL1=0.420, CenterRegL1=0.237, HeatmapFocal=3.696 [Epoch 8][Batch 49], Speed: 159.221 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.694 [Epoch 8][Batch 59], Speed: 161.269 samples/sec, LR=0.000375, WHL1=0.420, CenterRegL1=0.237, HeatmapFocal=3.693 [Epoch 8][Batch 69], Speed: 167.552 samples/sec, LR=0.000375, WHL1=0.421, CenterRegL1=0.238, HeatmapFocal=3.691 [Epoch 8][Batch 79], Speed: 170.623 samples/sec, LR=0.000375, WHL1=0.420, CenterRegL1=0.238, HeatmapFocal=3.689 [Epoch 8][Batch 89], Speed: 164.099 samples/sec, LR=0.000375, WHL1=0.421, CenterRegL1=0.238, HeatmapFocal=3.688 [Epoch 8][Batch 99], Speed: 167.060 samples/sec, LR=0.000375, WHL1=0.420, CenterRegL1=0.237, HeatmapFocal=3.686 [Epoch 8][Batch 109], Speed: 163.405 samples/sec, LR=0.000375, WHL1=0.420, CenterRegL1=0.237, HeatmapFocal=3.684 [Epoch 8][Batch 119], Speed: 149.034 samples/sec, LR=0.000375, WHL1=0.420, CenterRegL1=0.238, HeatmapFocal=3.683 [Epoch 8][Batch 129], Speed: 162.557 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.681 [Epoch 8][Batch 139], Speed: 170.299 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.679 [Epoch 8][Batch 149], Speed: 145.470 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.678 [Epoch 8][Batch 159], Speed: 156.863 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.676 [Epoch 8][Batch 169], Speed: 160.439 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.674 [Epoch 8][Batch 179], Speed: 166.397 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.673 [Epoch 8][Batch 189], Speed: 165.617 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.671 [Epoch 8][Batch 199], Speed: 164.891 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.669 [Epoch 8][Batch 209], Speed: 160.104 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.668 [Epoch 8][Batch 219], Speed: 164.431 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.666 [Epoch 8][Batch 229], Speed: 166.273 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.664 [Epoch 8][Batch 239], Speed: 165.866 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.663 [Epoch 8][Batch 249], Speed: 147.977 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.661 [Epoch 8][Batch 259], Speed: 144.021 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.660 [Epoch 8][Batch 269], Speed: 167.350 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.658 [Epoch 8][Batch 279], Speed: 156.721 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.656 [Epoch 8][Batch 289], Speed: 167.244 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.655 [Epoch 8][Batch 299], Speed: 175.811 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.653 [Epoch 8][Batch 309], Speed: 159.019 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.651 [Epoch 8][Batch 319], Speed: 151.817 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.650 [Epoch 8][Batch 329], Speed: 149.856 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.648 [Epoch 8][Batch 339], Speed: 164.305 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.647 [Epoch 8][Batch 349], Speed: 156.899 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.645 [Epoch 8][Batch 359], Speed: 172.181 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.643 [Epoch 8][Batch 369], Speed: 154.742 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.642 [Epoch 8][Batch 379], Speed: 153.029 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.640 [Epoch 8][Batch 389], Speed: 147.245 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.639 [Epoch 8][Batch 399], Speed: 152.180 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.637 [Epoch 8][Batch 409], Speed: 151.147 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.636 [Epoch 8][Batch 419], Speed: 158.866 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.634 [Epoch 8][Batch 429], Speed: 165.991 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.632 [Epoch 8][Batch 439], Speed: 158.468 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.631 [Epoch 8][Batch 449], Speed: 164.026 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.629 [Epoch 8][Batch 459], Speed: 162.517 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.628 [Epoch 8][Batch 469], Speed: 166.540 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.626 [Epoch 8][Batch 479], Speed: 164.825 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.625 [Epoch 8][Batch 489], Speed: 148.620 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.623 [Epoch 8][Batch 499], Speed: 149.095 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.622 [Epoch 8][Batch 509], Speed: 155.699 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.620 [Epoch 8][Batch 519], Speed: 155.411 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.618 [Epoch 8][Batch 529], Speed: 146.637 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.617 [Epoch 8][Batch 539], Speed: 161.394 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.615 [Epoch 8][Batch 549], Speed: 147.876 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.614 [Epoch 8][Batch 559], Speed: 164.681 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.612 [Epoch 8][Batch 569], Speed: 172.567 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.611 [Epoch 8][Batch 579], Speed: 168.203 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.609 [Epoch 8][Batch 589], Speed: 167.367 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.608 [Epoch 8][Batch 599], Speed: 161.381 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.606 [Epoch 8][Batch 609], Speed: 162.470 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.605 [Epoch 8][Batch 619], Speed: 152.643 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.603 [Epoch 8][Batch 629], Speed: 141.386 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.602 [Epoch 8][Batch 639], Speed: 166.167 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.600 [Epoch 8][Batch 649], Speed: 166.741 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.599 [Epoch 8][Batch 659], Speed: 162.637 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.597 [Epoch 8][Batch 669], Speed: 161.990 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.596 [Epoch 8][Batch 679], Speed: 160.721 samples/sec, LR=0.000375, WHL1=0.425, CenterRegL1=0.237, HeatmapFocal=3.594 [Epoch 8][Batch 689], Speed: 176.461 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.593 [Epoch 8][Batch 699], Speed: 160.205 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.591 [Epoch 8][Batch 709], Speed: 170.615 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.590 [Epoch 8][Batch 719], Speed: 159.263 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.588 [Epoch 8][Batch 729], Speed: 152.009 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.587 [Epoch 8][Batch 739], Speed: 166.266 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.585 [Epoch 8][Batch 749], Speed: 171.087 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.584 [Epoch 8][Batch 759], Speed: 152.734 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.582 [Epoch 8][Batch 769], Speed: 166.223 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.581 [Epoch 8][Batch 779], Speed: 144.604 samples/sec, LR=0.000375, WHL1=0.424, CenterRegL1=0.237, HeatmapFocal=3.579 [Epoch 8][Batch 789], Speed: 150.534 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.578 [Epoch 8][Batch 799], Speed: 149.439 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.576 [Epoch 8][Batch 809], Speed: 168.094 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.575 [Epoch 8][Batch 819], Speed: 166.480 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.573 [Epoch 8][Batch 829], Speed: 163.992 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.572 [Epoch 8][Batch 839], Speed: 157.322 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.570 [Epoch 8][Batch 849], Speed: 146.510 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.569 [Epoch 8][Batch 859], Speed: 145.012 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.567 [Epoch 8][Batch 869], Speed: 156.518 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.566 [Epoch 8][Batch 879], Speed: 157.105 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.565 [Epoch 8][Batch 889], Speed: 167.950 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.563 [Epoch 8][Batch 899], Speed: 159.362 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.562 [Epoch 8][Batch 909], Speed: 166.120 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.560 [Epoch 8][Batch 919], Speed: 144.162 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.559 [Epoch 8][Batch 929], Speed: 169.884 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.557 [Epoch 8][Batch 939], Speed: 163.717 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.556 [Epoch 8][Batch 949], Speed: 165.163 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.555 [Epoch 8][Batch 959], Speed: 155.877 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.553 [Epoch 8][Batch 969], Speed: 158.252 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.552 [Epoch 8][Batch 979], Speed: 150.991 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.550 [Epoch 8][Batch 989], Speed: 167.286 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.549 [Epoch 8][Batch 999], Speed: 157.749 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.548 [Epoch 8][Batch 1009], Speed: 156.748 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.546 [Epoch 8][Batch 1019], Speed: 167.234 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.545 [Epoch 8][Batch 1029], Speed: 151.999 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.543 [Epoch 8][Batch 1039], Speed: 161.419 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.542 [Epoch 8][Batch 1049], Speed: 164.976 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.540 [Epoch 8][Batch 1059], Speed: 163.066 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.539 [Epoch 8][Batch 1069], Speed: 153.997 samples/sec, LR=0.000375, WHL1=0.423, CenterRegL1=0.237, HeatmapFocal=3.537 [Epoch 8][Batch 1079], Speed: 162.307 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.536 [Epoch 8][Batch 1089], Speed: 148.296 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.535 [Epoch 8][Batch 1099], Speed: 146.736 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.533 [Epoch 8][Batch 1109], Speed: 157.704 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.532 [Epoch 8][Batch 1119], Speed: 170.249 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.530 [Epoch 8][Batch 1129], Speed: 172.372 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.529 [Epoch 8][Batch 1139], Speed: 165.579 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.528 [Epoch 8][Batch 1149], Speed: 181.064 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.526 [Epoch 8][Batch 1159], Speed: 177.139 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.525 [Epoch 8][Batch 1169], Speed: 159.500 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.523 [Epoch 8][Batch 1179], Speed: 151.038 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.522 [Epoch 8][Batch 1189], Speed: 157.989 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.521 [Epoch 8][Batch 1199], Speed: 158.655 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.519 [Epoch 8][Batch 1209], Speed: 169.216 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.518 [Epoch 8][Batch 1219], Speed: 159.607 samples/sec, LR=0.000375, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.517 [Epoch 8] Training cost: 745.878, WHL1=0.422, CenterRegL1=0.237, HeatmapFocal=3.516 [Epoch 9][Batch 9], Speed: 163.569 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.515 [Epoch 9][Batch 19], Speed: 164.847 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.237, HeatmapFocal=3.514 [Epoch 9][Batch 29], Speed: 162.682 samples/sec, LR=0.000375, WHL1=0.397, CenterRegL1=0.237, HeatmapFocal=3.512 [Epoch 9][Batch 39], Speed: 160.772 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.237, HeatmapFocal=3.511 [Epoch 9][Batch 49], Speed: 162.218 samples/sec, LR=0.000375, WHL1=0.400, CenterRegL1=0.236, HeatmapFocal=3.509 [Epoch 9][Batch 59], Speed: 170.741 samples/sec, LR=0.000375, WHL1=0.398, CenterRegL1=0.236, HeatmapFocal=3.508 [Epoch 9][Batch 69], Speed: 171.916 samples/sec, LR=0.000375, WHL1=0.399, CenterRegL1=0.236, HeatmapFocal=3.507 [Epoch 9][Batch 79], Speed: 167.120 samples/sec, LR=0.000375, WHL1=0.402, CenterRegL1=0.236, HeatmapFocal=3.505 [Epoch 9][Batch 89], Speed: 162.381 samples/sec, LR=0.000375, WHL1=0.404, CenterRegL1=0.236, HeatmapFocal=3.504 [Epoch 9][Batch 99], Speed: 172.513 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.502 [Epoch 9][Batch 109], Speed: 157.371 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.501 [Epoch 9][Batch 119], Speed: 159.469 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.500 [Epoch 9][Batch 129], Speed: 165.463 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.498 [Epoch 9][Batch 139], Speed: 161.211 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.497 [Epoch 9][Batch 149], Speed: 168.632 samples/sec, LR=0.000375, WHL1=0.405, CenterRegL1=0.236, HeatmapFocal=3.496 [Epoch 9][Batch 159], Speed: 150.202 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.494 [Epoch 9][Batch 169], Speed: 149.026 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.493 [Epoch 9][Batch 179], Speed: 152.816 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.491 [Epoch 9][Batch 189], Speed: 166.034 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.490 [Epoch 9][Batch 199], Speed: 161.079 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.489 [Epoch 9][Batch 209], Speed: 153.183 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.487 [Epoch 9][Batch 219], Speed: 154.175 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.486 [Epoch 9][Batch 229], Speed: 179.602 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.485 [Epoch 9][Batch 239], Speed: 155.675 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.483 [Epoch 9][Batch 249], Speed: 169.159 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.482 [Epoch 9][Batch 259], Speed: 154.326 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.481 [Epoch 9][Batch 269], Speed: 154.011 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.479 [Epoch 9][Batch 279], Speed: 162.083 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.478 [Epoch 9][Batch 289], Speed: 158.919 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.477 [Epoch 9][Batch 299], Speed: 148.092 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.475 [Epoch 9][Batch 309], Speed: 154.225 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.474 [Epoch 9][Batch 319], Speed: 162.939 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.473 [Epoch 9][Batch 329], Speed: 162.947 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.471 [Epoch 9][Batch 339], Speed: 172.032 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.470 [Epoch 9][Batch 349], Speed: 160.154 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.469 [Epoch 9][Batch 359], Speed: 160.677 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.468 [Epoch 9][Batch 369], Speed: 169.850 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.466 [Epoch 9][Batch 379], Speed: 164.472 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.465 [Epoch 9][Batch 389], Speed: 162.979 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.464 [Epoch 9][Batch 399], Speed: 155.505 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.462 [Epoch 9][Batch 409], Speed: 159.921 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.461 [Epoch 9][Batch 419], Speed: 156.252 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.460 [Epoch 9][Batch 429], Speed: 159.797 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.458 [Epoch 9][Batch 439], Speed: 153.162 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.457 [Epoch 9][Batch 449], Speed: 158.896 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.456 [Epoch 9][Batch 459], Speed: 149.963 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.455 [Epoch 9][Batch 469], Speed: 171.340 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.453 [Epoch 9][Batch 479], Speed: 144.256 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.452 [Epoch 9][Batch 489], Speed: 156.696 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.451 [Epoch 9][Batch 499], Speed: 156.130 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.236, HeatmapFocal=3.449 [Epoch 9][Batch 509], Speed: 167.457 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.236, HeatmapFocal=3.448 [Epoch 9][Batch 519], Speed: 135.703 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.236, HeatmapFocal=3.447 [Epoch 9][Batch 529], Speed: 158.766 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.446 [Epoch 9][Batch 539], Speed: 162.374 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.444 [Epoch 9][Batch 549], Speed: 162.722 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.443 [Epoch 9][Batch 559], Speed: 151.623 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.442 [Epoch 9][Batch 569], Speed: 163.245 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.441 [Epoch 9][Batch 579], Speed: 143.754 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.439 [Epoch 9][Batch 589], Speed: 156.023 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.438 [Epoch 9][Batch 599], Speed: 164.660 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.236, HeatmapFocal=3.437 [Epoch 9][Batch 609], Speed: 170.002 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.236, HeatmapFocal=3.436 [Epoch 9][Batch 619], Speed: 156.929 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.434 [Epoch 9][Batch 629], Speed: 162.778 samples/sec, LR=0.000375, WHL1=0.409, CenterRegL1=0.236, HeatmapFocal=3.433 [Epoch 9][Batch 639], Speed: 162.788 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.432 [Epoch 9][Batch 649], Speed: 171.752 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.431 [Epoch 9][Batch 659], Speed: 165.849 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.429 [Epoch 9][Batch 669], Speed: 169.437 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.428 [Epoch 9][Batch 679], Speed: 159.195 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.427 [Epoch 9][Batch 689], Speed: 157.210 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.426 [Epoch 9][Batch 699], Speed: 156.248 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.424 [Epoch 9][Batch 709], Speed: 160.709 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.423 [Epoch 9][Batch 719], Speed: 153.486 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.422 [Epoch 9][Batch 729], Speed: 167.244 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.421 [Epoch 9][Batch 739], Speed: 148.464 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.419 [Epoch 9][Batch 749], Speed: 150.402 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.418 [Epoch 9][Batch 759], Speed: 158.610 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.417 [Epoch 9][Batch 769], Speed: 167.760 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.416 [Epoch 9][Batch 779], Speed: 163.271 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.414 [Epoch 9][Batch 789], Speed: 172.536 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.413 [Epoch 9][Batch 799], Speed: 157.789 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.412 [Epoch 9][Batch 809], Speed: 163.948 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.411 [Epoch 9][Batch 819], Speed: 154.666 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.410 [Epoch 9][Batch 829], Speed: 144.193 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.408 [Epoch 9][Batch 839], Speed: 165.209 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.407 [Epoch 9][Batch 849], Speed: 168.818 samples/sec, LR=0.000375, WHL1=0.408, CenterRegL1=0.236, HeatmapFocal=3.406 [Epoch 9][Batch 859], Speed: 161.891 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.405 [Epoch 9][Batch 869], Speed: 159.180 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.403 [Epoch 9][Batch 879], Speed: 172.057 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.402 [Epoch 9][Batch 889], Speed: 160.490 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.401 [Epoch 9][Batch 899], Speed: 162.522 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.400 [Epoch 9][Batch 909], Speed: 154.609 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.399 [Epoch 9][Batch 919], Speed: 154.875 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.397 [Epoch 9][Batch 929], Speed: 153.109 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.396 [Epoch 9][Batch 939], Speed: 155.664 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.395 [Epoch 9][Batch 949], Speed: 155.540 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.394 [Epoch 9][Batch 959], Speed: 163.988 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.393 [Epoch 9][Batch 969], Speed: 170.501 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.391 [Epoch 9][Batch 979], Speed: 153.029 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.390 [Epoch 9][Batch 989], Speed: 139.136 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.389 [Epoch 9][Batch 999], Speed: 157.977 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.388 [Epoch 9][Batch 1009], Speed: 163.663 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.387 [Epoch 9][Batch 1019], Speed: 150.769 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.385 [Epoch 9][Batch 1029], Speed: 172.756 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.384 [Epoch 9][Batch 1039], Speed: 154.393 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.383 [Epoch 9][Batch 1049], Speed: 156.717 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.382 [Epoch 9][Batch 1059], Speed: 154.284 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.381 [Epoch 9][Batch 1069], Speed: 159.381 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.380 [Epoch 9][Batch 1079], Speed: 161.693 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.378 [Epoch 9][Batch 1089], Speed: 160.327 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.377 [Epoch 9][Batch 1099], Speed: 147.879 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.376 [Epoch 9][Batch 1109], Speed: 157.116 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.375 [Epoch 9][Batch 1119], Speed: 165.175 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.374 [Epoch 9][Batch 1129], Speed: 166.376 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.373 [Epoch 9][Batch 1139], Speed: 165.019 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.371 [Epoch 9][Batch 1149], Speed: 170.488 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.370 [Epoch 9][Batch 1159], Speed: 151.932 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.369 [Epoch 9][Batch 1169], Speed: 166.569 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.368 [Epoch 9][Batch 1179], Speed: 168.999 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.367 [Epoch 9][Batch 1189], Speed: 177.260 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.366 [Epoch 9][Batch 1199], Speed: 166.995 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.364 [Epoch 9][Batch 1209], Speed: 170.095 samples/sec, LR=0.000375, WHL1=0.407, CenterRegL1=0.236, HeatmapFocal=3.363 [Epoch 9][Batch 1219], Speed: 157.382 samples/sec, LR=0.000375, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.362 [Epoch 9] Training cost: 748.430, WHL1=0.406, CenterRegL1=0.236, HeatmapFocal=3.362 [Epoch 10][Batch 9], Speed: 162.719 samples/sec, LR=0.000375, WHL1=0.381, CenterRegL1=0.234, HeatmapFocal=3.361 [Epoch 10][Batch 19], Speed: 157.769 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=3.359 [Epoch 10][Batch 29], Speed: 155.269 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.234, HeatmapFocal=3.358 [Epoch 10][Batch 39], Speed: 150.168 samples/sec, LR=0.000375, WHL1=0.390, CenterRegL1=0.234, HeatmapFocal=3.357 [Epoch 10][Batch 49], Speed: 165.573 samples/sec, LR=0.000375, WHL1=0.391, CenterRegL1=0.234, HeatmapFocal=3.356 [Epoch 10][Batch 59], Speed: 157.613 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.235, HeatmapFocal=3.355 [Epoch 10][Batch 69], Speed: 156.551 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.235, HeatmapFocal=3.354 [Epoch 10][Batch 79], Speed: 159.133 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.235, HeatmapFocal=3.352 [Epoch 10][Batch 89], Speed: 152.515 samples/sec, LR=0.000375, WHL1=0.392, CenterRegL1=0.235, HeatmapFocal=3.351 [Epoch 10][Batch 99], Speed: 152.678 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.235, HeatmapFocal=3.350 [Epoch 10][Batch 109], Speed: 161.297 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.235, HeatmapFocal=3.349 [Epoch 10][Batch 119], Speed: 152.547 samples/sec, LR=0.000375, WHL1=0.393, CenterRegL1=0.235, HeatmapFocal=3.348 [Epoch 10][Batch 129], Speed: 163.937 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.235, HeatmapFocal=3.347 [Epoch 10][Batch 139], Speed: 163.491 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.346 [Epoch 10][Batch 149], Speed: 156.699 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.344 [Epoch 10][Batch 159], Speed: 163.078 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.235, HeatmapFocal=3.343 [Epoch 10][Batch 169], Speed: 162.795 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.235, HeatmapFocal=3.342 [Epoch 10][Batch 179], Speed: 153.024 samples/sec, LR=0.000375, WHL1=0.394, CenterRegL1=0.235, HeatmapFocal=3.341 [Epoch 10][Batch 189], Speed: 166.488 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.340 [Epoch 10][Batch 199], Speed: 166.072 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.339 [Epoch 10][Batch 209], Speed: 166.588 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.338 [Epoch 10][Batch 219], Speed: 146.873 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.336 [Epoch 10][Batch 229], Speed: 167.429 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.335 [Epoch 10][Batch 239], Speed: 159.360 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.334 [Epoch 10][Batch 249], Speed: 168.380 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.333 [Epoch 10][Batch 259], Speed: 154.421 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.332 [Epoch 10][Batch 269], Speed: 167.660 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.331 [Epoch 10][Batch 279], Speed: 161.117 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.330 [Epoch 10][Batch 289], Speed: 166.554 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.329 [Epoch 10][Batch 299], Speed: 157.467 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.327 [Epoch 10][Batch 309], Speed: 176.042 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.326 [Epoch 10][Batch 319], Speed: 159.938 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.325 [Epoch 10][Batch 329], Speed: 163.503 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.324 [Epoch 10][Batch 339], Speed: 144.602 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.323 [Epoch 10][Batch 349], Speed: 168.903 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.322 [Epoch 10][Batch 359], Speed: 160.303 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.321 [Epoch 10][Batch 369], Speed: 174.347 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.320 [Epoch 10][Batch 379], Speed: 164.094 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.318 [Epoch 10][Batch 389], Speed: 160.610 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.317 [Epoch 10][Batch 399], Speed: 153.366 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.316 [Epoch 10][Batch 409], Speed: 165.964 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.315 [Epoch 10][Batch 419], Speed: 150.336 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.314 [Epoch 10][Batch 429], Speed: 161.801 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.313 [Epoch 10][Batch 439], Speed: 153.753 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.312 [Epoch 10][Batch 449], Speed: 166.428 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.311 [Epoch 10][Batch 459], Speed: 160.644 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.310 [Epoch 10][Batch 469], Speed: 166.431 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.309 [Epoch 10][Batch 479], Speed: 161.283 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.308 [Epoch 10][Batch 489], Speed: 171.022 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.306 [Epoch 10][Batch 499], Speed: 155.455 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.305 [Epoch 10][Batch 509], Speed: 166.658 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.304 [Epoch 10][Batch 519], Speed: 163.070 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.303 [Epoch 10][Batch 529], Speed: 172.296 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.302 [Epoch 10][Batch 539], Speed: 163.138 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.301 [Epoch 10][Batch 549], Speed: 161.400 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.300 [Epoch 10][Batch 559], Speed: 166.655 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.299 [Epoch 10][Batch 569], Speed: 171.761 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.298 [Epoch 10][Batch 579], Speed: 163.503 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.236, HeatmapFocal=3.297 [Epoch 10][Batch 589], Speed: 168.418 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.296 [Epoch 10][Batch 599], Speed: 155.594 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.295 [Epoch 10][Batch 609], Speed: 168.078 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.294 [Epoch 10][Batch 619], Speed: 160.557 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.292 [Epoch 10][Batch 629], Speed: 159.093 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.291 [Epoch 10][Batch 639], Speed: 152.583 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.290 [Epoch 10][Batch 649], Speed: 163.791 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.289 [Epoch 10][Batch 659], Speed: 161.538 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.288 [Epoch 10][Batch 669], Speed: 165.772 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.287 [Epoch 10][Batch 679], Speed: 164.835 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.286 [Epoch 10][Batch 689], Speed: 174.352 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.285 [Epoch 10][Batch 699], Speed: 161.926 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.284 [Epoch 10][Batch 709], Speed: 166.866 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.283 [Epoch 10][Batch 719], Speed: 161.520 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.282 [Epoch 10][Batch 729], Speed: 167.482 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.235, HeatmapFocal=3.281 [Epoch 10][Batch 739], Speed: 162.299 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.280 [Epoch 10][Batch 749], Speed: 158.754 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.279 [Epoch 10][Batch 759], Speed: 164.142 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.278 [Epoch 10][Batch 769], Speed: 170.315 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.277 [Epoch 10][Batch 779], Speed: 145.363 samples/sec, LR=0.000375, WHL1=0.396, CenterRegL1=0.236, HeatmapFocal=3.276 [Epoch 10][Batch 789], Speed: 171.868 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.275 [Epoch 10][Batch 799], Speed: 153.328 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.273 [Epoch 10][Batch 809], Speed: 164.458 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.272 [Epoch 10][Batch 819], Speed: 162.668 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.271 [Epoch 10][Batch 829], Speed: 159.992 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.270 [Epoch 10][Batch 839], Speed: 166.321 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.269 [Epoch 10][Batch 849], Speed: 171.089 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.268 [Epoch 10][Batch 859], Speed: 157.939 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.267 [Epoch 10][Batch 869], Speed: 154.951 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.266 [Epoch 10][Batch 879], Speed: 154.231 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.265 [Epoch 10][Batch 889], Speed: 173.628 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.264 [Epoch 10][Batch 899], Speed: 150.662 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.263 [Epoch 10][Batch 909], Speed: 163.902 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.262 [Epoch 10][Batch 919], Speed: 152.877 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.261 [Epoch 10][Batch 929], Speed: 163.176 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.260 [Epoch 10][Batch 939], Speed: 159.775 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.259 [Epoch 10][Batch 949], Speed: 162.337 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.258 [Epoch 10][Batch 959], Speed: 167.591 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.257 [Epoch 10][Batch 969], Speed: 153.123 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.256 [Epoch 10][Batch 979], Speed: 157.386 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.255 [Epoch 10][Batch 989], Speed: 161.287 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.254 [Epoch 10][Batch 999], Speed: 140.140 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.253 [Epoch 10][Batch 1009], Speed: 168.187 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.236, HeatmapFocal=3.252 [Epoch 10][Batch 1019], Speed: 147.905 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.251 [Epoch 10][Batch 1029], Speed: 168.108 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.250 [Epoch 10][Batch 1039], Speed: 153.251 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.249 [Epoch 10][Batch 1049], Speed: 167.760 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.248 [Epoch 10][Batch 1059], Speed: 154.138 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.247 [Epoch 10][Batch 1069], Speed: 166.150 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.246 [Epoch 10][Batch 1079], Speed: 155.818 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.245 [Epoch 10][Batch 1089], Speed: 164.895 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.244 [Epoch 10][Batch 1099], Speed: 140.870 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.243 [Epoch 10][Batch 1109], Speed: 156.278 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.242 [Epoch 10][Batch 1119], Speed: 165.920 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.241 [Epoch 10][Batch 1129], Speed: 161.788 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.240 [Epoch 10][Batch 1139], Speed: 161.268 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.239 [Epoch 10][Batch 1149], Speed: 166.594 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.238 [Epoch 10][Batch 1159], Speed: 172.785 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.237 [Epoch 10][Batch 1169], Speed: 163.084 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.236 [Epoch 10][Batch 1179], Speed: 155.622 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.235 [Epoch 10][Batch 1189], Speed: 160.991 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.234 [Epoch 10][Batch 1199], Speed: 176.004 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.233 [Epoch 10][Batch 1209], Speed: 159.588 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.232 [Epoch 10][Batch 1219], Speed: 160.371 samples/sec, LR=0.000375, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.231 [Epoch 10] Training cost: 748.957, WHL1=0.395, CenterRegL1=0.235, HeatmapFocal=3.231 [Epoch 10] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.175 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.319 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.174 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 ] = 0.203 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.269 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.193 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.297 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.305 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.083 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.328 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.496 person=31.5 bicycle=10.2 car=17.3 motorcycle=15.7 airplane=32.5 bus=37.8 train=30.0 truck=11.7 boat=6.2 traffic light=9.2 fire hydrant=38.5 stop sign=38.5 parking meter=20.9 bench=6.8 bird=12.2 cat=36.9 dog=27.4 horse=30.3 sheep=23.8 cow=18.2 elephant=41.0 bear=46.1 zebra=46.4 giraffe=49.1 backpack=2.1 umbrella=19.1 handbag=2.0 tie=8.1 suitcase=9.3 frisbee=28.6 skis=5.9 snowboard=8.1 sports ball=12.3 kite=9.5 baseball bat=6.5 baseball glove=13.4 skateboard=24.4 surfboard=11.3 tennis racket=21.4 bottle=13.9 wine glass=12.2 cup=17.2 fork=5.6 knife=1.8 spoon=0.6 bowl=14.3 banana=8.1 apple=5.1 sandwich=12.0 orange=15.1 broccoli=10.9 carrot=6.9 hot dog=6.9 pizza=25.3 donut=22.0 cake=13.9 chair=10.5 couch=18.0 potted plant=9.1 bed=14.4 dining table=7.9 toilet=36.9 tv=35.1 laptop=33.6 mouse=32.6 remote=4.5 keyboard=26.4 cell phone=11.1 microwave=28.3 oven=11.8 toaster=0.0 sink=16.8 refrigerator=21.7 book=2.0 clock=28.0 vase=15.0 scissors=1.2 teddy bear=21.3 hair drier=0.0 toothbrush=0.9 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =17.5 [Epoch 11][Batch 9], Speed: 153.263 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=3.230 [Epoch 11][Batch 19], Speed: 162.472 samples/sec, LR=0.000375, WHL1=0.372, CenterRegL1=0.234, HeatmapFocal=3.229 [Epoch 11][Batch 29], Speed: 166.532 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=3.228 [Epoch 11][Batch 39], Speed: 152.406 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=3.227 [Epoch 11][Batch 49], Speed: 144.530 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.235, HeatmapFocal=3.226 [Epoch 11][Batch 59], Speed: 159.581 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=3.225 [Epoch 11][Batch 69], Speed: 172.860 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=3.224 [Epoch 11][Batch 79], Speed: 156.730 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=3.223 [Epoch 11][Batch 89], Speed: 171.947 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=3.222 [Epoch 11][Batch 99], Speed: 145.187 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=3.221 [Epoch 11][Batch 109], Speed: 158.937 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.235, HeatmapFocal=3.220 [Epoch 11][Batch 119], Speed: 152.038 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.235, HeatmapFocal=3.219 [Epoch 11][Batch 129], Speed: 156.443 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.235, HeatmapFocal=3.219 [Epoch 11][Batch 139], Speed: 167.351 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.235, HeatmapFocal=3.218 [Epoch 11][Batch 149], Speed: 161.749 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.235, HeatmapFocal=3.217 [Epoch 11][Batch 159], Speed: 149.858 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=3.216 [Epoch 11][Batch 169], Speed: 164.701 samples/sec, LR=0.000375, WHL1=0.379, CenterRegL1=0.235, HeatmapFocal=3.215 [Epoch 11][Batch 179], Speed: 163.110 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.235, HeatmapFocal=3.214 [Epoch 11][Batch 189], Speed: 163.742 samples/sec, LR=0.000375, WHL1=0.380, CenterRegL1=0.235, HeatmapFocal=3.213 [Epoch 11][Batch 199], Speed: 165.464 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=3.212 [Epoch 11][Batch 209], Speed: 162.620 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=3.211 [Epoch 11][Batch 219], Speed: 163.408 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=3.210 [Epoch 11][Batch 229], Speed: 158.570 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.209 [Epoch 11][Batch 239], Speed: 159.644 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=3.208 [Epoch 11][Batch 249], Speed: 156.904 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=3.207 [Epoch 11][Batch 259], Speed: 157.917 samples/sec, LR=0.000375, WHL1=0.382, CenterRegL1=0.235, HeatmapFocal=3.206 [Epoch 11][Batch 269], Speed: 168.923 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.205 [Epoch 11][Batch 279], Speed: 159.741 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.204 [Epoch 11][Batch 289], Speed: 160.193 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.203 [Epoch 11][Batch 299], Speed: 165.578 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.202 [Epoch 11][Batch 309], Speed: 155.219 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.201 [Epoch 11][Batch 319], Speed: 142.672 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.200 [Epoch 11][Batch 329], Speed: 164.789 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.199 [Epoch 11][Batch 339], Speed: 157.923 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.198 [Epoch 11][Batch 349], Speed: 149.466 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.197 [Epoch 11][Batch 359], Speed: 159.557 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.196 [Epoch 11][Batch 369], Speed: 152.030 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.195 [Epoch 11][Batch 379], Speed: 163.998 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.235, HeatmapFocal=3.194 [Epoch 11][Batch 389], Speed: 167.733 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.235, HeatmapFocal=3.194 [Epoch 11][Batch 399], Speed: 161.228 samples/sec, LR=0.000375, WHL1=0.386, CenterRegL1=0.235, HeatmapFocal=3.193 [Epoch 11][Batch 409], Speed: 158.934 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=3.192 [Epoch 11][Batch 419], Speed: 148.687 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=3.191 [Epoch 11][Batch 429], Speed: 174.039 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=3.190 [Epoch 11][Batch 439], Speed: 154.290 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=3.189 [Epoch 11][Batch 449], Speed: 162.116 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.188 [Epoch 11][Batch 459], Speed: 158.669 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=3.187 [Epoch 11][Batch 469], Speed: 160.190 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=3.186 [Epoch 11][Batch 479], Speed: 164.262 samples/sec, LR=0.000375, WHL1=0.385, CenterRegL1=0.235, HeatmapFocal=3.185 [Epoch 11][Batch 489], Speed: 163.799 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.184 [Epoch 11][Batch 499], Speed: 147.030 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.183 [Epoch 11][Batch 509], Speed: 169.779 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.182 [Epoch 11][Batch 519], Speed: 145.083 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.181 [Epoch 11][Batch 529], Speed: 153.455 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.180 [Epoch 11][Batch 539], Speed: 161.804 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.179 [Epoch 11][Batch 549], Speed: 168.154 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.178 [Epoch 11][Batch 559], Speed: 156.318 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.178 [Epoch 11][Batch 569], Speed: 165.170 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.177 [Epoch 11][Batch 579], Speed: 154.330 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.176 [Epoch 11][Batch 589], Speed: 157.106 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.175 [Epoch 11][Batch 599], Speed: 150.687 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.174 [Epoch 11][Batch 609], Speed: 168.461 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.173 [Epoch 11][Batch 619], Speed: 161.508 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.172 [Epoch 11][Batch 629], Speed: 173.594 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.171 [Epoch 11][Batch 639], Speed: 156.738 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.170 [Epoch 11][Batch 649], Speed: 156.252 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.169 [Epoch 11][Batch 659], Speed: 160.529 samples/sec, LR=0.000375, WHL1=0.384, CenterRegL1=0.235, HeatmapFocal=3.168 [Epoch 11][Batch 669], Speed: 151.473 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.168 [Epoch 11][Batch 679], Speed: 163.639 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.167 [Epoch 11][Batch 689], Speed: 164.417 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.166 [Epoch 11][Batch 699], Speed: 161.008 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.165 [Epoch 11][Batch 709], Speed: 156.897 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.164 [Epoch 11][Batch 719], Speed: 159.970 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.163 [Epoch 11][Batch 729], Speed: 169.922 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.162 [Epoch 11][Batch 739], Speed: 150.866 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.161 [Epoch 11][Batch 749], Speed: 169.790 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.160 [Epoch 11][Batch 759], Speed: 163.607 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.159 [Epoch 11][Batch 769], Speed: 164.960 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.158 [Epoch 11][Batch 779], Speed: 154.928 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.158 [Epoch 11][Batch 789], Speed: 154.003 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.157 [Epoch 11][Batch 799], Speed: 167.076 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.156 [Epoch 11][Batch 809], Speed: 163.334 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.155 [Epoch 11][Batch 819], Speed: 162.568 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.154 [Epoch 11][Batch 829], Speed: 159.128 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.153 [Epoch 11][Batch 839], Speed: 160.670 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.152 [Epoch 11][Batch 849], Speed: 160.593 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.151 [Epoch 11][Batch 859], Speed: 156.701 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.150 [Epoch 11][Batch 869], Speed: 168.891 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.150 [Epoch 11][Batch 879], Speed: 147.599 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.149 [Epoch 11][Batch 889], Speed: 158.214 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.148 [Epoch 11][Batch 899], Speed: 157.882 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.147 [Epoch 11][Batch 909], Speed: 163.815 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.146 [Epoch 11][Batch 919], Speed: 145.781 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.145 [Epoch 11][Batch 929], Speed: 164.119 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.144 [Epoch 11][Batch 939], Speed: 166.383 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.143 [Epoch 11][Batch 949], Speed: 146.889 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.142 [Epoch 11][Batch 959], Speed: 159.033 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.142 [Epoch 11][Batch 969], Speed: 155.272 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.141 [Epoch 11][Batch 979], Speed: 160.249 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.140 [Epoch 11][Batch 989], Speed: 168.627 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.139 [Epoch 11][Batch 999], Speed: 165.725 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.138 [Epoch 11][Batch 1009], Speed: 162.090 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.137 [Epoch 11][Batch 1019], Speed: 156.367 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.136 [Epoch 11][Batch 1029], Speed: 171.071 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.135 [Epoch 11][Batch 1039], Speed: 145.912 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.135 [Epoch 11][Batch 1049], Speed: 158.000 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.134 [Epoch 11][Batch 1059], Speed: 161.148 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.133 [Epoch 11][Batch 1069], Speed: 160.260 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.132 [Epoch 11][Batch 1079], Speed: 168.551 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.131 [Epoch 11][Batch 1089], Speed: 171.593 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.130 [Epoch 11][Batch 1099], Speed: 151.782 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.129 [Epoch 11][Batch 1109], Speed: 161.988 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.129 [Epoch 11][Batch 1119], Speed: 170.837 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.128 [Epoch 11][Batch 1129], Speed: 169.886 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.127 [Epoch 11][Batch 1139], Speed: 168.574 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.126 [Epoch 11][Batch 1149], Speed: 157.050 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.125 [Epoch 11][Batch 1159], Speed: 168.404 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.124 [Epoch 11][Batch 1169], Speed: 173.753 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.123 [Epoch 11][Batch 1179], Speed: 159.604 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.123 [Epoch 11][Batch 1189], Speed: 158.270 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.122 [Epoch 11][Batch 1199], Speed: 165.093 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.121 [Epoch 11][Batch 1209], Speed: 166.258 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.120 [Epoch 11][Batch 1219], Speed: 149.711 samples/sec, LR=0.000375, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.119 [Epoch 11] Training cost: 747.717, WHL1=0.383, CenterRegL1=0.235, HeatmapFocal=3.119 [Epoch 12][Batch 9], Speed: 166.685 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.234, HeatmapFocal=3.118 [Epoch 12][Batch 19], Speed: 154.385 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.117 [Epoch 12][Batch 29], Speed: 150.688 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.116 [Epoch 12][Batch 39], Speed: 156.028 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.234, HeatmapFocal=3.116 [Epoch 12][Batch 49], Speed: 144.476 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=3.115 [Epoch 12][Batch 59], Speed: 154.334 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=3.114 [Epoch 12][Batch 69], Speed: 174.921 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=3.113 [Epoch 12][Batch 79], Speed: 156.064 samples/sec, LR=0.000375, WHL1=0.378, CenterRegL1=0.235, HeatmapFocal=3.112 [Epoch 12][Batch 89], Speed: 151.473 samples/sec, LR=0.000375, WHL1=0.377, CenterRegL1=0.235, HeatmapFocal=3.111 [Epoch 12][Batch 99], Speed: 165.173 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=3.110 [Epoch 12][Batch 109], Speed: 168.101 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.235, HeatmapFocal=3.110 [Epoch 12][Batch 119], Speed: 141.875 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=3.109 [Epoch 12][Batch 129], Speed: 169.555 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.235, HeatmapFocal=3.108 [Epoch 12][Batch 139], Speed: 144.496 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=3.107 [Epoch 12][Batch 149], Speed: 165.371 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.235, HeatmapFocal=3.106 [Epoch 12][Batch 159], Speed: 159.690 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=3.105 [Epoch 12][Batch 169], Speed: 158.123 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.235, HeatmapFocal=3.104 [Epoch 12][Batch 179], Speed: 146.940 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.235, HeatmapFocal=3.104 [Epoch 12][Batch 189], Speed: 163.747 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=3.103 [Epoch 12][Batch 199], Speed: 162.774 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.235, HeatmapFocal=3.102 [Epoch 12][Batch 209], Speed: 159.486 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.235, HeatmapFocal=3.101 [Epoch 12][Batch 219], Speed: 159.711 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.235, HeatmapFocal=3.100 [Epoch 12][Batch 229], Speed: 152.125 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.235, HeatmapFocal=3.099 [Epoch 12][Batch 239], Speed: 155.603 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.099 [Epoch 12][Batch 249], Speed: 163.848 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.098 [Epoch 12][Batch 259], Speed: 160.877 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.097 [Epoch 12][Batch 269], Speed: 144.840 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.096 [Epoch 12][Batch 279], Speed: 156.931 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.095 [Epoch 12][Batch 289], Speed: 149.884 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.094 [Epoch 12][Batch 299], Speed: 163.589 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.094 [Epoch 12][Batch 309], Speed: 165.358 samples/sec, LR=0.000375, WHL1=0.376, CenterRegL1=0.234, HeatmapFocal=3.093 [Epoch 12][Batch 319], Speed: 161.834 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.092 [Epoch 12][Batch 329], Speed: 154.435 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.091 [Epoch 12][Batch 339], Speed: 165.344 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.090 [Epoch 12][Batch 349], Speed: 162.415 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.089 [Epoch 12][Batch 359], Speed: 146.356 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.089 [Epoch 12][Batch 369], Speed: 170.278 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.088 [Epoch 12][Batch 379], Speed: 169.664 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.087 [Epoch 12][Batch 389], Speed: 146.680 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.086 [Epoch 12][Batch 399], Speed: 167.112 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.085 [Epoch 12][Batch 409], Speed: 148.525 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.084 [Epoch 12][Batch 419], Speed: 160.125 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.084 [Epoch 12][Batch 429], Speed: 173.600 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.083 [Epoch 12][Batch 439], Speed: 166.164 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.082 [Epoch 12][Batch 449], Speed: 150.733 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.081 [Epoch 12][Batch 459], Speed: 164.399 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.080 [Epoch 12][Batch 469], Speed: 146.526 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.080 [Epoch 12][Batch 479], Speed: 151.929 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.079 [Epoch 12][Batch 489], Speed: 145.590 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.078 [Epoch 12][Batch 499], Speed: 162.222 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.077 [Epoch 12][Batch 509], Speed: 155.345 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.076 [Epoch 12][Batch 519], Speed: 159.245 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.076 [Epoch 12][Batch 529], Speed: 146.104 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.075 [Epoch 12][Batch 539], Speed: 154.540 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.074 [Epoch 12][Batch 549], Speed: 156.474 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.073 [Epoch 12][Batch 559], Speed: 169.800 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.072 [Epoch 12][Batch 569], Speed: 154.482 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.071 [Epoch 12][Batch 579], Speed: 154.837 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.071 [Epoch 12][Batch 589], Speed: 147.621 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.070 [Epoch 12][Batch 599], Speed: 169.089 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.069 [Epoch 12][Batch 609], Speed: 158.712 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.068 [Epoch 12][Batch 619], Speed: 159.954 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.067 [Epoch 12][Batch 629], Speed: 155.508 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.067 [Epoch 12][Batch 639], Speed: 164.001 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.066 [Epoch 12][Batch 649], Speed: 154.468 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.065 [Epoch 12][Batch 659], Speed: 159.078 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.064 [Epoch 12][Batch 669], Speed: 171.829 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.064 [Epoch 12][Batch 679], Speed: 152.566 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.063 [Epoch 12][Batch 689], Speed: 145.984 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.062 [Epoch 12][Batch 699], Speed: 143.631 samples/sec, LR=0.000375, WHL1=0.375, CenterRegL1=0.234, HeatmapFocal=3.061 [Epoch 12][Batch 709], Speed: 150.960 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.060 [Epoch 12][Batch 719], Speed: 167.121 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.060 [Epoch 12][Batch 729], Speed: 167.317 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.059 [Epoch 12][Batch 739], Speed: 155.851 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.058 [Epoch 12][Batch 749], Speed: 157.957 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.057 [Epoch 12][Batch 759], Speed: 152.807 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.056 [Epoch 12][Batch 769], Speed: 169.702 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.056 [Epoch 12][Batch 779], Speed: 156.681 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.055 [Epoch 12][Batch 789], Speed: 160.257 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.054 [Epoch 12][Batch 799], Speed: 159.707 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.053 [Epoch 12][Batch 809], Speed: 156.389 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.053 [Epoch 12][Batch 819], Speed: 133.019 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.052 [Epoch 12][Batch 829], Speed: 152.579 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.051 [Epoch 12][Batch 839], Speed: 147.130 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.050 [Epoch 12][Batch 849], Speed: 169.456 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.049 [Epoch 12][Batch 859], Speed: 151.282 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.049 [Epoch 12][Batch 869], Speed: 153.350 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.048 [Epoch 12][Batch 879], Speed: 138.212 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.047 [Epoch 12][Batch 889], Speed: 153.223 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.046 [Epoch 12][Batch 899], Speed: 152.753 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.046 [Epoch 12][Batch 909], Speed: 169.608 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.045 [Epoch 12][Batch 919], Speed: 149.927 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.044 [Epoch 12][Batch 929], Speed: 169.336 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.043 [Epoch 12][Batch 939], Speed: 163.568 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.043 [Epoch 12][Batch 949], Speed: 141.705 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.042 [Epoch 12][Batch 959], Speed: 159.179 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.041 [Epoch 12][Batch 969], Speed: 162.320 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.040 [Epoch 12][Batch 979], Speed: 160.135 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.040 [Epoch 12][Batch 989], Speed: 156.429 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.039 [Epoch 12][Batch 999], Speed: 149.104 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.038 [Epoch 12][Batch 1009], Speed: 159.646 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.037 [Epoch 12][Batch 1019], Speed: 159.114 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.037 [Epoch 12][Batch 1029], Speed: 166.790 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.036 [Epoch 12][Batch 1039], Speed: 147.005 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.035 [Epoch 12][Batch 1049], Speed: 142.139 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.034 [Epoch 12][Batch 1059], Speed: 150.572 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.034 [Epoch 12][Batch 1069], Speed: 168.737 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.033 [Epoch 12][Batch 1079], Speed: 149.248 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.032 [Epoch 12][Batch 1089], Speed: 172.199 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.031 [Epoch 12][Batch 1099], Speed: 153.955 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.031 [Epoch 12][Batch 1109], Speed: 159.389 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.030 [Epoch 12][Batch 1119], Speed: 156.345 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.029 [Epoch 12][Batch 1129], Speed: 161.871 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.028 [Epoch 12][Batch 1139], Speed: 172.061 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.028 [Epoch 12][Batch 1149], Speed: 151.507 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.027 [Epoch 12][Batch 1159], Speed: 161.958 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.026 [Epoch 12][Batch 1169], Speed: 156.064 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.025 [Epoch 12][Batch 1179], Speed: 152.675 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.025 [Epoch 12][Batch 1189], Speed: 156.129 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.024 [Epoch 12][Batch 1199], Speed: 152.198 samples/sec, LR=0.000375, WHL1=0.373, CenterRegL1=0.234, HeatmapFocal=3.023 [Epoch 12][Batch 1209], Speed: 176.215 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.022 [Epoch 12][Batch 1219], Speed: 145.977 samples/sec, LR=0.000375, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.022 [Epoch 12] Training cost: 753.225, WHL1=0.374, CenterRegL1=0.234, HeatmapFocal=3.022 [Epoch 13][Batch 9], Speed: 167.998 samples/sec, LR=0.000375, WHL1=0.369, CenterRegL1=0.231, HeatmapFocal=3.021 [Epoch 13][Batch 19], Speed: 160.249 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.232, HeatmapFocal=3.020 [Epoch 13][Batch 29], Speed: 155.043 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.233, HeatmapFocal=3.019 [Epoch 13][Batch 39], Speed: 152.247 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.233, HeatmapFocal=3.019 [Epoch 13][Batch 49], Speed: 161.224 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.233, HeatmapFocal=3.018 [Epoch 13][Batch 59], Speed: 168.197 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.233, HeatmapFocal=3.017 [Epoch 13][Batch 69], Speed: 163.053 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=3.016 [Epoch 13][Batch 79], Speed: 164.739 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=3.016 [Epoch 13][Batch 89], Speed: 143.364 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=3.015 [Epoch 13][Batch 99], Speed: 162.858 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=3.014 [Epoch 13][Batch 109], Speed: 167.614 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.233, HeatmapFocal=3.013 [Epoch 13][Batch 119], Speed: 151.797 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.233, HeatmapFocal=3.013 [Epoch 13][Batch 129], Speed: 170.525 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.233, HeatmapFocal=3.012 [Epoch 13][Batch 139], Speed: 154.836 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.233, HeatmapFocal=3.011 [Epoch 13][Batch 149], Speed: 164.173 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=3.010 [Epoch 13][Batch 159], Speed: 148.720 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.233, HeatmapFocal=3.010 [Epoch 13][Batch 169], Speed: 134.694 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.233, HeatmapFocal=3.009 [Epoch 13][Batch 179], Speed: 170.821 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.233, HeatmapFocal=3.008 [Epoch 13][Batch 189], Speed: 166.739 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.233, HeatmapFocal=3.007 [Epoch 13][Batch 199], Speed: 163.963 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.233, HeatmapFocal=3.007 [Epoch 13][Batch 209], Speed: 162.837 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.233, HeatmapFocal=3.006 [Epoch 13][Batch 219], Speed: 158.348 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=3.005 [Epoch 13][Batch 229], Speed: 171.130 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=3.004 [Epoch 13][Batch 239], Speed: 156.556 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.233, HeatmapFocal=3.004 [Epoch 13][Batch 249], Speed: 175.512 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.233, HeatmapFocal=3.003 [Epoch 13][Batch 259], Speed: 153.891 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.233, HeatmapFocal=3.002 [Epoch 13][Batch 269], Speed: 166.817 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=3.001 [Epoch 13][Batch 279], Speed: 153.303 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=3.001 [Epoch 13][Batch 289], Speed: 170.681 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=3.000 [Epoch 13][Batch 299], Speed: 142.623 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.999 [Epoch 13][Batch 309], Speed: 169.033 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.999 [Epoch 13][Batch 319], Speed: 155.357 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.998 [Epoch 13][Batch 329], Speed: 149.325 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.997 [Epoch 13][Batch 339], Speed: 152.441 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.996 [Epoch 13][Batch 349], Speed: 171.868 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.996 [Epoch 13][Batch 359], Speed: 157.438 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.995 [Epoch 13][Batch 369], Speed: 161.670 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.994 [Epoch 13][Batch 379], Speed: 156.041 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.993 [Epoch 13][Batch 389], Speed: 162.488 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.993 [Epoch 13][Batch 399], Speed: 158.046 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.992 [Epoch 13][Batch 409], Speed: 165.156 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.991 [Epoch 13][Batch 419], Speed: 160.827 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.991 [Epoch 13][Batch 429], Speed: 165.187 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.990 [Epoch 13][Batch 439], Speed: 151.877 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.989 [Epoch 13][Batch 449], Speed: 160.986 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.988 [Epoch 13][Batch 459], Speed: 159.649 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.988 [Epoch 13][Batch 469], Speed: 164.447 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.987 [Epoch 13][Batch 479], Speed: 163.382 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.986 [Epoch 13][Batch 489], Speed: 176.021 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.986 [Epoch 13][Batch 499], Speed: 147.552 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.985 [Epoch 13][Batch 509], Speed: 167.438 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.984 [Epoch 13][Batch 519], Speed: 163.636 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.983 [Epoch 13][Batch 529], Speed: 168.252 samples/sec, LR=0.000375, WHL1=0.364, CenterRegL1=0.234, HeatmapFocal=2.983 [Epoch 13][Batch 539], Speed: 162.518 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.982 [Epoch 13][Batch 549], Speed: 164.765 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.981 [Epoch 13][Batch 559], Speed: 152.274 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.981 [Epoch 13][Batch 569], Speed: 163.369 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.980 [Epoch 13][Batch 579], Speed: 160.576 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.979 [Epoch 13][Batch 589], Speed: 161.823 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.978 [Epoch 13][Batch 599], Speed: 162.928 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.978 [Epoch 13][Batch 609], Speed: 167.598 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.977 [Epoch 13][Batch 619], Speed: 139.109 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.976 [Epoch 13][Batch 629], Speed: 149.918 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.976 [Epoch 13][Batch 639], Speed: 170.964 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.975 [Epoch 13][Batch 649], Speed: 162.684 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.974 [Epoch 13][Batch 659], Speed: 151.717 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.974 [Epoch 13][Batch 669], Speed: 163.056 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.973 [Epoch 13][Batch 679], Speed: 154.263 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.972 [Epoch 13][Batch 689], Speed: 165.036 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.972 [Epoch 13][Batch 699], Speed: 145.372 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.971 [Epoch 13][Batch 709], Speed: 152.015 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.970 [Epoch 13][Batch 719], Speed: 143.529 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.970 [Epoch 13][Batch 729], Speed: 170.116 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.969 [Epoch 13][Batch 739], Speed: 143.327 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.968 [Epoch 13][Batch 749], Speed: 159.216 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.967 [Epoch 13][Batch 759], Speed: 156.258 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.967 [Epoch 13][Batch 769], Speed: 160.142 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.966 [Epoch 13][Batch 779], Speed: 150.567 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.965 [Epoch 13][Batch 789], Speed: 161.426 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.965 [Epoch 13][Batch 799], Speed: 133.172 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.964 [Epoch 13][Batch 809], Speed: 145.471 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.963 [Epoch 13][Batch 819], Speed: 161.114 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.963 [Epoch 13][Batch 829], Speed: 166.558 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.962 [Epoch 13][Batch 839], Speed: 155.491 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.961 [Epoch 13][Batch 849], Speed: 160.000 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.961 [Epoch 13][Batch 859], Speed: 152.861 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.960 [Epoch 13][Batch 869], Speed: 164.238 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.959 [Epoch 13][Batch 879], Speed: 146.695 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.959 [Epoch 13][Batch 889], Speed: 161.005 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.958 [Epoch 13][Batch 899], Speed: 154.486 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.957 [Epoch 13][Batch 909], Speed: 158.922 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.956 [Epoch 13][Batch 919], Speed: 150.713 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.956 [Epoch 13][Batch 929], Speed: 155.253 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.955 [Epoch 13][Batch 939], Speed: 168.930 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.954 [Epoch 13][Batch 949], Speed: 169.017 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.954 [Epoch 13][Batch 959], Speed: 153.854 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.953 [Epoch 13][Batch 969], Speed: 165.479 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.952 [Epoch 13][Batch 979], Speed: 146.553 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.952 [Epoch 13][Batch 989], Speed: 146.332 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.951 [Epoch 13][Batch 999], Speed: 169.478 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.950 [Epoch 13][Batch 1009], Speed: 165.087 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.950 [Epoch 13][Batch 1019], Speed: 171.908 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.949 [Epoch 13][Batch 1029], Speed: 163.176 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.948 [Epoch 13][Batch 1039], Speed: 155.524 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.948 [Epoch 13][Batch 1049], Speed: 147.872 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.947 [Epoch 13][Batch 1059], Speed: 159.043 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.946 [Epoch 13][Batch 1069], Speed: 167.342 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.946 [Epoch 13][Batch 1079], Speed: 157.220 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.945 [Epoch 13][Batch 1089], Speed: 156.849 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.944 [Epoch 13][Batch 1099], Speed: 154.684 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.944 [Epoch 13][Batch 1109], Speed: 151.992 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.943 [Epoch 13][Batch 1119], Speed: 162.391 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.942 [Epoch 13][Batch 1129], Speed: 169.858 samples/sec, LR=0.000375, WHL1=0.365, CenterRegL1=0.234, HeatmapFocal=2.942 [Epoch 13][Batch 1139], Speed: 165.178 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.941 [Epoch 13][Batch 1149], Speed: 156.698 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.941 [Epoch 13][Batch 1159], Speed: 167.043 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.940 [Epoch 13][Batch 1169], Speed: 166.931 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.939 [Epoch 13][Batch 1179], Speed: 176.262 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.939 [Epoch 13][Batch 1189], Speed: 165.022 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.938 [Epoch 13][Batch 1199], Speed: 181.924 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.937 [Epoch 13][Batch 1209], Speed: 174.491 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.937 [Epoch 13][Batch 1219], Speed: 157.862 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.936 [Epoch 13] Training cost: 749.866, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.936 [Epoch 14][Batch 9], Speed: 171.516 samples/sec, LR=0.000375, WHL1=0.368, CenterRegL1=0.234, HeatmapFocal=2.935 [Epoch 14][Batch 19], Speed: 156.224 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.935 [Epoch 14][Batch 29], Speed: 158.111 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.934 [Epoch 14][Batch 39], Speed: 159.077 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.933 [Epoch 14][Batch 49], Speed: 158.614 samples/sec, LR=0.000375, WHL1=0.367, CenterRegL1=0.234, HeatmapFocal=2.933 [Epoch 14][Batch 59], Speed: 168.328 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.932 [Epoch 14][Batch 69], Speed: 156.314 samples/sec, LR=0.000375, WHL1=0.366, CenterRegL1=0.234, HeatmapFocal=2.931 [Epoch 14][Batch 79], Speed: 157.930 samples/sec, LR=0.000375, WHL1=0.363, CenterRegL1=0.234, HeatmapFocal=2.930 [Epoch 14][Batch 89], Speed: 161.981 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.930 [Epoch 14][Batch 99], Speed: 152.029 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.929 [Epoch 14][Batch 109], Speed: 162.306 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.929 [Epoch 14][Batch 119], Speed: 167.480 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.234, HeatmapFocal=2.928 [Epoch 14][Batch 129], Speed: 173.532 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.233, HeatmapFocal=2.927 [Epoch 14][Batch 139], Speed: 149.204 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.233, HeatmapFocal=2.926 [Epoch 14][Batch 149], Speed: 146.614 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.926 [Epoch 14][Batch 159], Speed: 164.762 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.925 [Epoch 14][Batch 169], Speed: 163.423 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.925 [Epoch 14][Batch 179], Speed: 141.861 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.924 [Epoch 14][Batch 189], Speed: 164.816 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.923 [Epoch 14][Batch 199], Speed: 159.433 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.923 [Epoch 14][Batch 209], Speed: 149.127 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.922 [Epoch 14][Batch 219], Speed: 154.303 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.921 [Epoch 14][Batch 229], Speed: 174.000 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.921 [Epoch 14][Batch 239], Speed: 169.196 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.920 [Epoch 14][Batch 249], Speed: 158.783 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.919 [Epoch 14][Batch 259], Speed: 142.084 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.919 [Epoch 14][Batch 269], Speed: 156.866 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.918 [Epoch 14][Batch 279], Speed: 168.157 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.917 [Epoch 14][Batch 289], Speed: 149.287 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.917 [Epoch 14][Batch 299], Speed: 163.376 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.916 [Epoch 14][Batch 309], Speed: 167.242 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.915 [Epoch 14][Batch 319], Speed: 142.121 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.915 [Epoch 14][Batch 329], Speed: 157.282 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.914 [Epoch 14][Batch 339], Speed: 164.064 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.914 [Epoch 14][Batch 349], Speed: 167.114 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.913 [Epoch 14][Batch 359], Speed: 149.348 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.912 [Epoch 14][Batch 369], Speed: 170.206 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.912 [Epoch 14][Batch 379], Speed: 152.736 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.911 [Epoch 14][Batch 389], Speed: 140.563 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.233, HeatmapFocal=2.910 [Epoch 14][Batch 399], Speed: 153.367 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.910 [Epoch 14][Batch 409], Speed: 162.395 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.909 [Epoch 14][Batch 419], Speed: 164.925 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.908 [Epoch 14][Batch 429], Speed: 166.312 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.908 [Epoch 14][Batch 439], Speed: 147.095 samples/sec, LR=0.000375, WHL1=0.361, CenterRegL1=0.234, HeatmapFocal=2.907 [Epoch 14][Batch 449], Speed: 153.377 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.906 [Epoch 14][Batch 459], Speed: 155.293 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.906 [Epoch 14][Batch 469], Speed: 170.985 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.905 [Epoch 14][Batch 479], Speed: 168.419 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.905 [Epoch 14][Batch 489], Speed: 174.244 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.904 [Epoch 14][Batch 499], Speed: 155.866 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.903 [Epoch 14][Batch 509], Speed: 145.274 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.903 [Epoch 14][Batch 519], Speed: 142.763 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.902 [Epoch 14][Batch 529], Speed: 158.427 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.901 [Epoch 14][Batch 539], Speed: 147.489 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.901 [Epoch 14][Batch 549], Speed: 176.780 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.900 [Epoch 14][Batch 559], Speed: 162.564 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.900 [Epoch 14][Batch 569], Speed: 144.809 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.899 [Epoch 14][Batch 579], Speed: 153.849 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.898 [Epoch 14][Batch 589], Speed: 160.744 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.898 [Epoch 14][Batch 599], Speed: 156.174 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.897 [Epoch 14][Batch 609], Speed: 162.590 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.897 [Epoch 14][Batch 619], Speed: 166.056 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.896 [Epoch 14][Batch 629], Speed: 145.474 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.895 [Epoch 14][Batch 639], Speed: 143.646 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.234, HeatmapFocal=2.895 [Epoch 14][Batch 649], Speed: 155.795 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.894 [Epoch 14][Batch 659], Speed: 157.011 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.893 [Epoch 14][Batch 669], Speed: 172.276 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.893 [Epoch 14][Batch 679], Speed: 151.949 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.892 [Epoch 14][Batch 689], Speed: 155.788 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.892 [Epoch 14][Batch 699], Speed: 155.560 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.891 [Epoch 14][Batch 709], Speed: 156.163 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.890 [Epoch 14][Batch 719], Speed: 160.355 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.890 [Epoch 14][Batch 729], Speed: 154.896 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.889 [Epoch 14][Batch 739], Speed: 159.889 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.889 [Epoch 14][Batch 749], Speed: 134.528 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.888 [Epoch 14][Batch 759], Speed: 158.687 samples/sec, LR=0.000375, WHL1=0.360, CenterRegL1=0.233, HeatmapFocal=2.887 [Epoch 14][Batch 769], Speed: 149.761 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.887 [Epoch 14][Batch 779], Speed: 157.946 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.886 [Epoch 14][Batch 789], Speed: 169.254 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.886 [Epoch 14][Batch 799], Speed: 154.075 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.885 [Epoch 14][Batch 809], Speed: 151.574 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.884 [Epoch 14][Batch 819], Speed: 142.373 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.884 [Epoch 14][Batch 829], Speed: 166.799 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.883 [Epoch 14][Batch 839], Speed: 161.310 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.882 [Epoch 14][Batch 849], Speed: 163.852 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.882 [Epoch 14][Batch 859], Speed: 167.892 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.881 [Epoch 14][Batch 869], Speed: 139.596 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.881 [Epoch 14][Batch 879], Speed: 156.822 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.880 [Epoch 14][Batch 889], Speed: 167.735 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.879 [Epoch 14][Batch 899], Speed: 147.660 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.879 [Epoch 14][Batch 909], Speed: 144.661 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.878 [Epoch 14][Batch 919], Speed: 163.245 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.878 [Epoch 14][Batch 929], Speed: 147.011 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.877 [Epoch 14][Batch 939], Speed: 151.489 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.876 [Epoch 14][Batch 949], Speed: 162.212 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.876 [Epoch 14][Batch 959], Speed: 146.593 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.875 [Epoch 14][Batch 969], Speed: 168.427 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.875 [Epoch 14][Batch 979], Speed: 159.300 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.874 [Epoch 14][Batch 989], Speed: 149.375 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.874 [Epoch 14][Batch 999], Speed: 148.863 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.873 [Epoch 14][Batch 1009], Speed: 158.178 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.872 [Epoch 14][Batch 1019], Speed: 145.296 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.872 [Epoch 14][Batch 1029], Speed: 170.717 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.871 [Epoch 14][Batch 1039], Speed: 162.073 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.871 [Epoch 14][Batch 1049], Speed: 159.876 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.870 [Epoch 14][Batch 1059], Speed: 146.683 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.869 [Epoch 14][Batch 1069], Speed: 158.513 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.869 [Epoch 14][Batch 1079], Speed: 156.550 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.868 [Epoch 14][Batch 1089], Speed: 149.625 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.868 [Epoch 14][Batch 1099], Speed: 166.465 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.867 [Epoch 14][Batch 1109], Speed: 162.914 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.866 [Epoch 14][Batch 1119], Speed: 164.927 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.866 [Epoch 14][Batch 1129], Speed: 165.660 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.865 [Epoch 14][Batch 1139], Speed: 163.704 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.865 [Epoch 14][Batch 1149], Speed: 165.402 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.864 [Epoch 14][Batch 1159], Speed: 159.572 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.233, HeatmapFocal=2.864 [Epoch 14][Batch 1169], Speed: 173.091 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.863 [Epoch 14][Batch 1179], Speed: 155.881 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.233, HeatmapFocal=2.862 [Epoch 14][Batch 1189], Speed: 157.809 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.862 [Epoch 14][Batch 1199], Speed: 163.490 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.233, HeatmapFocal=2.861 [Epoch 14][Batch 1209], Speed: 155.159 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.233, HeatmapFocal=2.861 [Epoch 14][Batch 1219], Speed: 151.297 samples/sec, LR=0.000375, WHL1=0.358, CenterRegL1=0.233, HeatmapFocal=2.860 [Epoch 14] Training cost: 749.106, WHL1=0.358, CenterRegL1=0.233, HeatmapFocal=2.860 [Epoch 15][Batch 9], Speed: 166.360 samples/sec, LR=0.000375, WHL1=0.359, CenterRegL1=0.234, HeatmapFocal=2.859 [Epoch 15][Batch 19], Speed: 161.068 samples/sec, LR=0.000375, WHL1=0.362, CenterRegL1=0.234, HeatmapFocal=2.859 [Epoch 15][Batch 29], Speed: 159.763 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.234, HeatmapFocal=2.858 [Epoch 15][Batch 39], Speed: 140.178 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.858 [Epoch 15][Batch 49], Speed: 160.671 samples/sec, LR=0.000375, WHL1=0.356, CenterRegL1=0.233, HeatmapFocal=2.857 [Epoch 15][Batch 59], Speed: 146.568 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.856 [Epoch 15][Batch 69], Speed: 165.854 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.856 [Epoch 15][Batch 79], Speed: 160.798 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.855 [Epoch 15][Batch 89], Speed: 168.965 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.234, HeatmapFocal=2.855 [Epoch 15][Batch 99], Speed: 145.252 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.234, HeatmapFocal=2.854 [Epoch 15][Batch 109], Speed: 173.124 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.853 [Epoch 15][Batch 119], Speed: 150.786 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.853 [Epoch 15][Batch 129], Speed: 172.880 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.852 [Epoch 15][Batch 139], Speed: 141.067 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.852 [Epoch 15][Batch 149], Speed: 165.940 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.851 [Epoch 15][Batch 159], Speed: 160.763 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.851 [Epoch 15][Batch 169], Speed: 156.326 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.850 [Epoch 15][Batch 179], Speed: 146.100 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.849 [Epoch 15][Batch 189], Speed: 156.297 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.849 [Epoch 15][Batch 199], Speed: 151.943 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.233, HeatmapFocal=2.848 [Epoch 15][Batch 209], Speed: 167.025 samples/sec, LR=0.000375, WHL1=0.351, CenterRegL1=0.234, HeatmapFocal=2.848 [Epoch 15][Batch 219], Speed: 166.901 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.847 [Epoch 15][Batch 229], Speed: 162.199 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.234, HeatmapFocal=2.846 [Epoch 15][Batch 239], Speed: 172.085 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.846 [Epoch 15][Batch 249], Speed: 157.499 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.845 [Epoch 15][Batch 259], Speed: 158.812 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.845 [Epoch 15][Batch 269], Speed: 169.341 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.844 [Epoch 15][Batch 279], Speed: 146.599 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.844 [Epoch 15][Batch 289], Speed: 163.260 samples/sec, LR=0.000375, WHL1=0.352, CenterRegL1=0.233, HeatmapFocal=2.843 [Epoch 15][Batch 299], Speed: 161.121 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.842 [Epoch 15][Batch 309], Speed: 158.641 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.842 [Epoch 15][Batch 319], Speed: 166.061 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.841 [Epoch 15][Batch 329], Speed: 157.746 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.841 [Epoch 15][Batch 339], Speed: 149.164 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.840 [Epoch 15][Batch 349], Speed: 145.704 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.840 [Epoch 15][Batch 359], Speed: 156.537 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.839 [Epoch 15][Batch 369], Speed: 154.212 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.838 [Epoch 15][Batch 379], Speed: 148.978 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.838 [Epoch 15][Batch 389], Speed: 174.229 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.837 [Epoch 15][Batch 399], Speed: 153.309 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.837 [Epoch 15][Batch 409], Speed: 158.564 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.836 [Epoch 15][Batch 419], Speed: 153.994 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.836 [Epoch 15][Batch 429], Speed: 162.240 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.233, HeatmapFocal=2.835 [Epoch 15][Batch 439], Speed: 155.967 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.233, HeatmapFocal=2.834 [Epoch 15][Batch 449], Speed: 170.808 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.233, HeatmapFocal=2.834 [Epoch 15][Batch 459], Speed: 154.365 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.233, HeatmapFocal=2.833 [Epoch 15][Batch 469], Speed: 145.683 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.233, HeatmapFocal=2.833 [Epoch 15][Batch 479], Speed: 166.445 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.233, HeatmapFocal=2.832 [Epoch 15][Batch 489], Speed: 164.504 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.233, HeatmapFocal=2.832 [Epoch 15][Batch 499], Speed: 152.493 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.233, HeatmapFocal=2.831 [Epoch 15][Batch 509], Speed: 162.375 samples/sec, LR=0.000375, WHL1=0.355, CenterRegL1=0.233, HeatmapFocal=2.830 [Epoch 15][Batch 519], Speed: 155.333 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.830 [Epoch 15][Batch 529], Speed: 161.824 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.829 [Epoch 15][Batch 539], Speed: 158.648 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.829 [Epoch 15][Batch 549], Speed: 169.433 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.828 [Epoch 15][Batch 559], Speed: 150.656 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.828 [Epoch 15][Batch 569], Speed: 169.505 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.827 [Epoch 15][Batch 579], Speed: 152.967 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.827 [Epoch 15][Batch 589], Speed: 155.799 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.826 [Epoch 15][Batch 599], Speed: 163.845 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.825 [Epoch 15][Batch 609], Speed: 152.997 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.825 [Epoch 15][Batch 619], Speed: 148.205 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.824 [Epoch 15][Batch 629], Speed: 172.707 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.824 [Epoch 15][Batch 639], Speed: 146.388 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.823 [Epoch 15][Batch 649], Speed: 152.982 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.823 [Epoch 15][Batch 659], Speed: 173.030 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.822 [Epoch 15][Batch 669], Speed: 156.748 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.822 [Epoch 15][Batch 679], Speed: 150.069 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.821 [Epoch 15][Batch 689], Speed: 170.711 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.820 [Epoch 15][Batch 699], Speed: 154.205 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.820 [Epoch 15][Batch 709], Speed: 149.785 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.819 [Epoch 15][Batch 719], Speed: 154.753 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.819 [Epoch 15][Batch 729], Speed: 153.862 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.818 [Epoch 15][Batch 739], Speed: 159.387 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.818 [Epoch 15][Batch 749], Speed: 154.251 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.817 [Epoch 15][Batch 759], Speed: 159.282 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.817 [Epoch 15][Batch 769], Speed: 166.879 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.816 [Epoch 15][Batch 779], Speed: 158.790 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.816 [Epoch 15][Batch 789], Speed: 165.055 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.815 [Epoch 15][Batch 799], Speed: 148.785 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.814 [Epoch 15][Batch 809], Speed: 163.638 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.814 [Epoch 15][Batch 819], Speed: 163.646 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.813 [Epoch 15][Batch 829], Speed: 151.843 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.813 [Epoch 15][Batch 839], Speed: 150.051 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.812 [Epoch 15][Batch 849], Speed: 167.701 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.812 [Epoch 15][Batch 859], Speed: 157.194 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.811 [Epoch 15][Batch 869], Speed: 164.695 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.811 [Epoch 15][Batch 879], Speed: 152.903 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.810 [Epoch 15][Batch 889], Speed: 147.847 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.810 [Epoch 15][Batch 899], Speed: 154.579 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.809 [Epoch 15][Batch 909], Speed: 156.657 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.809 [Epoch 15][Batch 919], Speed: 167.577 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.808 [Epoch 15][Batch 929], Speed: 170.994 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.808 [Epoch 15][Batch 939], Speed: 144.425 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.807 [Epoch 15][Batch 949], Speed: 156.598 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.806 [Epoch 15][Batch 959], Speed: 150.974 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.806 [Epoch 15][Batch 969], Speed: 169.580 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.805 [Epoch 15][Batch 979], Speed: 158.846 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.805 [Epoch 15][Batch 989], Speed: 168.454 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.804 [Epoch 15][Batch 999], Speed: 153.396 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.804 [Epoch 15][Batch 1009], Speed: 158.193 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.803 [Epoch 15][Batch 1019], Speed: 153.776 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.803 [Epoch 15][Batch 1029], Speed: 168.685 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.802 [Epoch 15][Batch 1039], Speed: 158.669 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.802 [Epoch 15][Batch 1049], Speed: 158.403 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.801 [Epoch 15][Batch 1059], Speed: 153.661 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.801 [Epoch 15][Batch 1069], Speed: 148.881 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.800 [Epoch 15][Batch 1079], Speed: 167.004 samples/sec, LR=0.000375, WHL1=0.354, CenterRegL1=0.233, HeatmapFocal=2.799 [Epoch 15][Batch 1089], Speed: 148.866 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.799 [Epoch 15][Batch 1099], Speed: 152.641 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.798 [Epoch 15][Batch 1109], Speed: 162.678 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.798 [Epoch 15][Batch 1119], Speed: 161.288 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.797 [Epoch 15][Batch 1129], Speed: 167.280 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.797 [Epoch 15][Batch 1139], Speed: 180.712 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.796 [Epoch 15][Batch 1149], Speed: 178.089 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.796 [Epoch 15][Batch 1159], Speed: 150.840 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.795 [Epoch 15][Batch 1169], Speed: 161.542 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.795 [Epoch 15][Batch 1179], Speed: 174.993 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.794 [Epoch 15][Batch 1189], Speed: 169.577 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.794 [Epoch 15][Batch 1199], Speed: 153.583 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.793 [Epoch 15][Batch 1209], Speed: 157.340 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.793 [Epoch 15][Batch 1219], Speed: 156.998 samples/sec, LR=0.000375, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.792 [Epoch 15] Training cost: 753.550, WHL1=0.353, CenterRegL1=0.233, HeatmapFocal=2.792 [Epoch 16][Batch 9], Speed: 163.091 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.791 [Epoch 16][Batch 19], Speed: 155.545 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.791 [Epoch 16][Batch 29], Speed: 161.869 samples/sec, LR=0.000375, WHL1=0.349, CenterRegL1=0.232, HeatmapFocal=2.790 [Epoch 16][Batch 39], Speed: 153.956 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.790 [Epoch 16][Batch 49], Speed: 151.662 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.789 [Epoch 16][Batch 59], Speed: 148.433 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.789 [Epoch 16][Batch 69], Speed: 171.174 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.788 [Epoch 16][Batch 79], Speed: 160.734 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.788 [Epoch 16][Batch 89], Speed: 156.287 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.787 [Epoch 16][Batch 99], Speed: 172.909 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.787 [Epoch 16][Batch 109], Speed: 168.323 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.786 [Epoch 16][Batch 119], Speed: 156.652 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.786 [Epoch 16][Batch 129], Speed: 157.639 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.785 [Epoch 16][Batch 139], Speed: 154.872 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.784 [Epoch 16][Batch 149], Speed: 165.424 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.784 [Epoch 16][Batch 159], Speed: 157.705 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.783 [Epoch 16][Batch 169], Speed: 168.216 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.783 [Epoch 16][Batch 179], Speed: 159.710 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.782 [Epoch 16][Batch 189], Speed: 166.186 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.233, HeatmapFocal=2.782 [Epoch 16][Batch 199], Speed: 151.682 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.781 [Epoch 16][Batch 209], Speed: 160.475 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.781 [Epoch 16][Batch 219], Speed: 171.231 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.780 [Epoch 16][Batch 229], Speed: 161.333 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.780 [Epoch 16][Batch 239], Speed: 155.639 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.779 [Epoch 16][Batch 249], Speed: 167.834 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.779 [Epoch 16][Batch 259], Speed: 151.380 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.233, HeatmapFocal=2.778 [Epoch 16][Batch 269], Speed: 154.402 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.233, HeatmapFocal=2.778 [Epoch 16][Batch 279], Speed: 157.125 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.233, HeatmapFocal=2.777 [Epoch 16][Batch 289], Speed: 147.043 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.777 [Epoch 16][Batch 299], Speed: 155.335 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.776 [Epoch 16][Batch 309], Speed: 167.554 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.233, HeatmapFocal=2.776 [Epoch 16][Batch 319], Speed: 148.517 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.775 [Epoch 16][Batch 329], Speed: 157.343 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.775 [Epoch 16][Batch 339], Speed: 166.570 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.774 [Epoch 16][Batch 349], Speed: 147.211 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.233, HeatmapFocal=2.774 [Epoch 16][Batch 359], Speed: 155.748 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.773 [Epoch 16][Batch 369], Speed: 156.013 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.773 [Epoch 16][Batch 379], Speed: 155.162 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.772 [Epoch 16][Batch 389], Speed: 146.979 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.772 [Epoch 16][Batch 399], Speed: 161.345 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.771 [Epoch 16][Batch 409], Speed: 161.752 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.770 [Epoch 16][Batch 419], Speed: 157.162 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.770 [Epoch 16][Batch 429], Speed: 163.104 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.769 [Epoch 16][Batch 439], Speed: 156.571 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.769 [Epoch 16][Batch 449], Speed: 142.131 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.768 [Epoch 16][Batch 459], Speed: 164.845 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.768 [Epoch 16][Batch 469], Speed: 155.149 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.767 [Epoch 16][Batch 479], Speed: 152.718 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.767 [Epoch 16][Batch 489], Speed: 154.507 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.766 [Epoch 16][Batch 499], Speed: 149.987 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.766 [Epoch 16][Batch 509], Speed: 148.950 samples/sec, LR=0.000375, WHL1=0.348, CenterRegL1=0.233, HeatmapFocal=2.765 [Epoch 16][Batch 519], Speed: 158.198 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.765 [Epoch 16][Batch 529], Speed: 157.160 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.764 [Epoch 16][Batch 539], Speed: 150.924 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.764 [Epoch 16][Batch 549], Speed: 168.478 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.763 [Epoch 16][Batch 559], Speed: 161.909 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.763 [Epoch 16][Batch 569], Speed: 157.970 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.762 [Epoch 16][Batch 579], Speed: 161.661 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.762 [Epoch 16][Batch 589], Speed: 156.898 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.761 [Epoch 16][Batch 599], Speed: 157.296 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.761 [Epoch 16][Batch 609], Speed: 160.362 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.760 [Epoch 16][Batch 619], Speed: 162.447 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.760 [Epoch 16][Batch 629], Speed: 167.200 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.759 [Epoch 16][Batch 639], Speed: 172.061 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.759 [Epoch 16][Batch 649], Speed: 158.985 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.758 [Epoch 16][Batch 659], Speed: 143.339 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.758 [Epoch 16][Batch 669], Speed: 168.092 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.757 [Epoch 16][Batch 679], Speed: 166.084 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.757 [Epoch 16][Batch 689], Speed: 152.307 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.756 [Epoch 16][Batch 699], Speed: 168.575 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.756 [Epoch 16][Batch 709], Speed: 170.054 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.755 [Epoch 16][Batch 719], Speed: 150.111 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.755 [Epoch 16][Batch 729], Speed: 151.206 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.754 [Epoch 16][Batch 739], Speed: 146.123 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.754 [Epoch 16][Batch 749], Speed: 161.187 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.753 [Epoch 16][Batch 759], Speed: 167.946 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.753 [Epoch 16][Batch 769], Speed: 161.775 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.752 [Epoch 16][Batch 779], Speed: 155.634 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.752 [Epoch 16][Batch 789], Speed: 165.162 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.751 [Epoch 16][Batch 799], Speed: 150.224 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.751 [Epoch 16][Batch 809], Speed: 165.743 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.750 [Epoch 16][Batch 819], Speed: 161.006 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.750 [Epoch 16][Batch 829], Speed: 160.751 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.749 [Epoch 16][Batch 839], Speed: 159.029 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.749 [Epoch 16][Batch 849], Speed: 141.900 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.749 [Epoch 16][Batch 859], Speed: 140.492 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.748 [Epoch 16][Batch 869], Speed: 153.931 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.748 [Epoch 16][Batch 879], Speed: 156.899 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.747 [Epoch 16][Batch 889], Speed: 167.364 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.747 [Epoch 16][Batch 899], Speed: 155.089 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.746 [Epoch 16][Batch 909], Speed: 164.263 samples/sec, LR=0.000375, WHL1=0.347, CenterRegL1=0.233, HeatmapFocal=2.746 [Epoch 16][Batch 919], Speed: 147.274 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.745 [Epoch 16][Batch 929], Speed: 150.565 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.745 [Epoch 16][Batch 939], Speed: 169.037 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.744 [Epoch 16][Batch 949], Speed: 168.019 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.744 [Epoch 16][Batch 959], Speed: 155.092 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.743 [Epoch 16][Batch 969], Speed: 171.336 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.743 [Epoch 16][Batch 979], Speed: 157.183 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.742 [Epoch 16][Batch 989], Speed: 147.303 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.742 [Epoch 16][Batch 999], Speed: 163.018 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.741 [Epoch 16][Batch 1009], Speed: 164.522 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.741 [Epoch 16][Batch 1019], Speed: 161.017 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.740 [Epoch 16][Batch 1029], Speed: 167.286 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.740 [Epoch 16][Batch 1039], Speed: 163.692 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.739 [Epoch 16][Batch 1049], Speed: 158.826 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.739 [Epoch 16][Batch 1059], Speed: 160.005 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.738 [Epoch 16][Batch 1069], Speed: 159.606 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.738 [Epoch 16][Batch 1079], Speed: 149.915 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.737 [Epoch 16][Batch 1089], Speed: 171.111 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.737 [Epoch 16][Batch 1099], Speed: 163.579 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.736 [Epoch 16][Batch 1109], Speed: 164.654 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.736 [Epoch 16][Batch 1119], Speed: 165.078 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.735 [Epoch 16][Batch 1129], Speed: 159.998 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.735 [Epoch 16][Batch 1139], Speed: 167.667 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.734 [Epoch 16][Batch 1149], Speed: 166.844 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.734 [Epoch 16][Batch 1159], Speed: 161.453 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.734 [Epoch 16][Batch 1169], Speed: 170.096 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.733 [Epoch 16][Batch 1179], Speed: 158.784 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.733 [Epoch 16][Batch 1189], Speed: 166.956 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.732 [Epoch 16][Batch 1199], Speed: 168.976 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.732 [Epoch 16][Batch 1209], Speed: 168.470 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.731 [Epoch 16][Batch 1219], Speed: 154.283 samples/sec, LR=0.000375, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.731 [Epoch 16] Training cost: 752.440, WHL1=0.346, CenterRegL1=0.233, HeatmapFocal=2.731 [Epoch 17][Batch 9], Speed: 162.957 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.730 [Epoch 17][Batch 19], Speed: 154.561 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.730 [Epoch 17][Batch 29], Speed: 159.179 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.729 [Epoch 17][Batch 39], Speed: 164.206 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.729 [Epoch 17][Batch 49], Speed: 134.641 samples/sec, LR=0.000375, WHL1=0.342, CenterRegL1=0.232, HeatmapFocal=2.728 [Epoch 17][Batch 59], Speed: 162.580 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.728 [Epoch 17][Batch 69], Speed: 161.500 samples/sec, LR=0.000375, WHL1=0.345, CenterRegL1=0.232, HeatmapFocal=2.727 [Epoch 17][Batch 79], Speed: 160.244 samples/sec, LR=0.000375, WHL1=0.344, CenterRegL1=0.232, HeatmapFocal=2.727 [Epoch 17][Batch 89], Speed: 141.343 samples/sec, LR=0.000375, WHL1=0.343, CenterRegL1=0.232, HeatmapFocal=2.726 [Epoch 17][Batch 99], Speed: 157.714 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.726 [Epoch 17][Batch 109], Speed: 170.801 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.725 [Epoch 17][Batch 119], Speed: 147.641 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.725 [Epoch 17][Batch 129], Speed: 158.992 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.724 [Epoch 17][Batch 139], Speed: 156.574 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.724 [Epoch 17][Batch 149], Speed: 149.739 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.723 [Epoch 17][Batch 159], Speed: 150.465 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.723 [Epoch 17][Batch 169], Speed: 165.936 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.722 [Epoch 17][Batch 179], Speed: 173.609 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.722 [Epoch 17][Batch 189], Speed: 168.468 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.722 [Epoch 17][Batch 199], Speed: 153.128 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.721 [Epoch 17][Batch 209], Speed: 157.394 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.721 [Epoch 17][Batch 219], Speed: 156.681 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.720 [Epoch 17][Batch 229], Speed: 166.576 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.720 [Epoch 17][Batch 239], Speed: 176.252 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.719 [Epoch 17][Batch 249], Speed: 172.193 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.719 [Epoch 17][Batch 259], Speed: 162.098 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.718 [Epoch 17][Batch 269], Speed: 155.785 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.718 [Epoch 17][Batch 279], Speed: 157.004 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.717 [Epoch 17][Batch 289], Speed: 151.864 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.717 [Epoch 17][Batch 299], Speed: 171.894 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.716 [Epoch 17][Batch 309], Speed: 156.466 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.716 [Epoch 17][Batch 319], Speed: 162.556 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.715 [Epoch 17][Batch 329], Speed: 155.843 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.715 [Epoch 17][Batch 339], Speed: 164.556 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.714 [Epoch 17][Batch 349], Speed: 162.117 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.714 [Epoch 17][Batch 359], Speed: 160.646 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.714 [Epoch 17][Batch 369], Speed: 172.576 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.713 [Epoch 17][Batch 379], Speed: 156.093 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.713 [Epoch 17][Batch 389], Speed: 154.536 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.712 [Epoch 17][Batch 399], Speed: 157.254 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.712 [Epoch 17][Batch 409], Speed: 165.429 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.711 [Epoch 17][Batch 419], Speed: 158.424 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.711 [Epoch 17][Batch 429], Speed: 169.364 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.710 [Epoch 17][Batch 439], Speed: 145.964 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.710 [Epoch 17][Batch 449], Speed: 156.917 samples/sec, LR=0.000375, WHL1=0.338, CenterRegL1=0.232, HeatmapFocal=2.709 [Epoch 17][Batch 459], Speed: 165.787 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.709 [Epoch 17][Batch 469], Speed: 156.234 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.708 [Epoch 17][Batch 479], Speed: 160.590 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.708 [Epoch 17][Batch 489], Speed: 160.453 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.707 [Epoch 17][Batch 499], Speed: 145.498 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.707 [Epoch 17][Batch 509], Speed: 157.683 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.707 [Epoch 17][Batch 519], Speed: 156.833 samples/sec, LR=0.000375, WHL1=0.339, CenterRegL1=0.232, HeatmapFocal=2.706 [Epoch 17][Batch 529], Speed: 155.419 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.706 [Epoch 17][Batch 539], Speed: 163.376 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.705 [Epoch 17][Batch 549], Speed: 159.639 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.705 [Epoch 17][Batch 559], Speed: 164.483 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.704 [Epoch 17][Batch 569], Speed: 160.942 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.704 [Epoch 17][Batch 579], Speed: 164.453 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.703 [Epoch 17][Batch 589], Speed: 158.293 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.703 [Epoch 17][Batch 599], Speed: 163.978 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.702 [Epoch 17][Batch 609], Speed: 170.770 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.702 [Epoch 17][Batch 619], Speed: 161.836 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.702 [Epoch 17][Batch 629], Speed: 156.334 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.701 [Epoch 17][Batch 639], Speed: 146.151 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.701 [Epoch 17][Batch 649], Speed: 156.925 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.700 [Epoch 17][Batch 659], Speed: 152.212 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.700 [Epoch 17][Batch 669], Speed: 172.601 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.699 [Epoch 17][Batch 679], Speed: 165.277 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.699 [Epoch 17][Batch 689], Speed: 165.076 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.698 [Epoch 17][Batch 699], Speed: 160.811 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.698 [Epoch 17][Batch 709], Speed: 150.708 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.697 [Epoch 17][Batch 719], Speed: 161.415 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.697 [Epoch 17][Batch 729], Speed: 170.676 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.696 [Epoch 17][Batch 739], Speed: 158.361 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.696 [Epoch 17][Batch 749], Speed: 146.200 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.696 [Epoch 17][Batch 759], Speed: 151.124 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.695 [Epoch 17][Batch 769], Speed: 150.451 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.695 [Epoch 17][Batch 779], Speed: 148.521 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.694 [Epoch 17][Batch 789], Speed: 163.812 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.694 [Epoch 17][Batch 799], Speed: 150.888 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.693 [Epoch 17][Batch 809], Speed: 161.978 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.693 [Epoch 17][Batch 819], Speed: 155.519 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.692 [Epoch 17][Batch 829], Speed: 140.129 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.692 [Epoch 17][Batch 839], Speed: 155.070 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.692 [Epoch 17][Batch 849], Speed: 172.000 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.691 [Epoch 17][Batch 859], Speed: 159.899 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.691 [Epoch 17][Batch 869], Speed: 163.805 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.690 [Epoch 17][Batch 879], Speed: 159.343 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.690 [Epoch 17][Batch 889], Speed: 161.258 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.689 [Epoch 17][Batch 899], Speed: 158.265 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.689 [Epoch 17][Batch 909], Speed: 161.276 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.688 [Epoch 17][Batch 919], Speed: 158.773 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.688 [Epoch 17][Batch 929], Speed: 157.238 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.688 [Epoch 17][Batch 939], Speed: 166.195 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.687 [Epoch 17][Batch 949], Speed: 150.833 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.687 [Epoch 17][Batch 959], Speed: 157.152 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.686 [Epoch 17][Batch 969], Speed: 164.320 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.686 [Epoch 17][Batch 979], Speed: 156.789 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.685 [Epoch 17][Batch 989], Speed: 161.107 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.685 [Epoch 17][Batch 999], Speed: 148.663 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.685 [Epoch 17][Batch 1009], Speed: 154.371 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.684 [Epoch 17][Batch 1019], Speed: 150.726 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.684 [Epoch 17][Batch 1029], Speed: 164.832 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.683 [Epoch 17][Batch 1039], Speed: 145.945 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.683 [Epoch 17][Batch 1049], Speed: 160.271 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.682 [Epoch 17][Batch 1059], Speed: 152.374 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.682 [Epoch 17][Batch 1069], Speed: 161.471 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.682 [Epoch 17][Batch 1079], Speed: 158.639 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.681 [Epoch 17][Batch 1089], Speed: 168.152 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.681 [Epoch 17][Batch 1099], Speed: 170.134 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.680 [Epoch 17][Batch 1109], Speed: 158.375 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.680 [Epoch 17][Batch 1119], Speed: 158.668 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.679 [Epoch 17][Batch 1129], Speed: 160.636 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.679 [Epoch 17][Batch 1139], Speed: 154.210 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.679 [Epoch 17][Batch 1149], Speed: 156.179 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.678 [Epoch 17][Batch 1159], Speed: 161.338 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.678 [Epoch 17][Batch 1169], Speed: 164.643 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.677 [Epoch 17][Batch 1179], Speed: 168.237 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.677 [Epoch 17][Batch 1189], Speed: 165.830 samples/sec, LR=0.000375, WHL1=0.340, CenterRegL1=0.232, HeatmapFocal=2.676 [Epoch 17][Batch 1199], Speed: 159.349 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.676 [Epoch 17][Batch 1209], Speed: 159.287 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.676 [Epoch 17][Batch 1219], Speed: 181.267 samples/sec, LR=0.000375, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.675 [Epoch 17] Training cost: 752.355, WHL1=0.341, CenterRegL1=0.232, HeatmapFocal=2.675 [Epoch 18][Batch 9], Speed: 148.167 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.675 [Epoch 18][Batch 19], Speed: 155.630 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.231, HeatmapFocal=2.674 [Epoch 18][Batch 29], Speed: 171.005 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.674 [Epoch 18][Batch 39], Speed: 149.943 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.673 [Epoch 18][Batch 49], Speed: 157.765 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.673 [Epoch 18][Batch 59], Speed: 169.319 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.672 [Epoch 18][Batch 69], Speed: 170.064 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.672 [Epoch 18][Batch 79], Speed: 152.608 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.671 [Epoch 18][Batch 89], Speed: 162.741 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.671 [Epoch 18][Batch 99], Speed: 148.655 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.671 [Epoch 18][Batch 109], Speed: 154.580 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.670 [Epoch 18][Batch 119], Speed: 165.307 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.670 [Epoch 18][Batch 129], Speed: 162.621 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.669 [Epoch 18][Batch 139], Speed: 150.747 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.669 [Epoch 18][Batch 149], Speed: 173.186 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.668 [Epoch 18][Batch 159], Speed: 144.831 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.668 [Epoch 18][Batch 169], Speed: 158.571 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.668 [Epoch 18][Batch 179], Speed: 150.707 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.667 [Epoch 18][Batch 189], Speed: 150.864 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.667 [Epoch 18][Batch 199], Speed: 156.355 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.666 [Epoch 18][Batch 209], Speed: 158.142 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.666 [Epoch 18][Batch 219], Speed: 138.920 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.665 [Epoch 18][Batch 229], Speed: 169.808 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.665 [Epoch 18][Batch 239], Speed: 146.333 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.664 [Epoch 18][Batch 249], Speed: 155.577 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.664 [Epoch 18][Batch 259], Speed: 148.457 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.664 [Epoch 18][Batch 269], Speed: 158.744 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.663 [Epoch 18][Batch 279], Speed: 139.001 samples/sec, LR=0.000375, WHL1=0.332, CenterRegL1=0.232, HeatmapFocal=2.663 [Epoch 18][Batch 289], Speed: 164.392 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.662 [Epoch 18][Batch 299], Speed: 164.045 samples/sec, LR=0.000375, WHL1=0.333, CenterRegL1=0.232, HeatmapFocal=2.662 [Epoch 18][Batch 309], Speed: 167.780 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.661 [Epoch 18][Batch 319], Speed: 146.378 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.661 [Epoch 18][Batch 329], Speed: 170.378 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.661 [Epoch 18][Batch 339], Speed: 148.366 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.660 [Epoch 18][Batch 349], Speed: 164.120 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.231, HeatmapFocal=2.660 [Epoch 18][Batch 359], Speed: 153.362 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.231, HeatmapFocal=2.659 [Epoch 18][Batch 369], Speed: 168.036 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.659 [Epoch 18][Batch 379], Speed: 154.733 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.658 [Epoch 18][Batch 389], Speed: 160.709 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.232, HeatmapFocal=2.658 [Epoch 18][Batch 399], Speed: 152.578 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.658 [Epoch 18][Batch 409], Speed: 155.846 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.657 [Epoch 18][Batch 419], Speed: 161.948 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.657 [Epoch 18][Batch 429], Speed: 166.320 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.656 [Epoch 18][Batch 439], Speed: 152.803 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.656 [Epoch 18][Batch 449], Speed: 173.426 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.656 [Epoch 18][Batch 459], Speed: 142.852 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.655 [Epoch 18][Batch 469], Speed: 151.792 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.655 [Epoch 18][Batch 479], Speed: 153.497 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.654 [Epoch 18][Batch 489], Speed: 151.768 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.654 [Epoch 18][Batch 499], Speed: 153.881 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.653 [Epoch 18][Batch 509], Speed: 178.046 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.653 [Epoch 18][Batch 519], Speed: 146.732 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.231, HeatmapFocal=2.653 [Epoch 18][Batch 529], Speed: 149.379 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.652 [Epoch 18][Batch 539], Speed: 158.556 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.652 [Epoch 18][Batch 549], Speed: 162.467 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.651 [Epoch 18][Batch 559], Speed: 165.486 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.651 [Epoch 18][Batch 569], Speed: 173.104 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.650 [Epoch 18][Batch 579], Speed: 145.040 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.650 [Epoch 18][Batch 589], Speed: 151.853 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.650 [Epoch 18][Batch 599], Speed: 159.553 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.649 [Epoch 18][Batch 609], Speed: 166.091 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.649 [Epoch 18][Batch 619], Speed: 158.316 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.648 [Epoch 18][Batch 629], Speed: 165.569 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.232, HeatmapFocal=2.648 [Epoch 18][Batch 639], Speed: 148.707 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.648 [Epoch 18][Batch 649], Speed: 152.616 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.647 [Epoch 18][Batch 659], Speed: 151.626 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.647 [Epoch 18][Batch 669], Speed: 168.779 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.646 [Epoch 18][Batch 679], Speed: 158.615 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.646 [Epoch 18][Batch 689], Speed: 166.682 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.646 [Epoch 18][Batch 699], Speed: 158.368 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.645 [Epoch 18][Batch 709], Speed: 162.446 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.645 [Epoch 18][Batch 719], Speed: 170.269 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.644 [Epoch 18][Batch 729], Speed: 146.439 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.644 [Epoch 18][Batch 739], Speed: 148.574 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.644 [Epoch 18][Batch 749], Speed: 167.017 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.643 [Epoch 18][Batch 759], Speed: 142.308 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.643 [Epoch 18][Batch 769], Speed: 159.753 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.642 [Epoch 18][Batch 779], Speed: 163.874 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.232, HeatmapFocal=2.642 [Epoch 18][Batch 789], Speed: 159.098 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.642 [Epoch 18][Batch 799], Speed: 146.238 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.232, HeatmapFocal=2.641 [Epoch 18][Batch 809], Speed: 151.681 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.641 [Epoch 18][Batch 819], Speed: 152.926 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.640 [Epoch 18][Batch 829], Speed: 146.266 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.640 [Epoch 18][Batch 839], Speed: 153.625 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.639 [Epoch 18][Batch 849], Speed: 173.273 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.639 [Epoch 18][Batch 859], Speed: 139.857 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.639 [Epoch 18][Batch 869], Speed: 164.180 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.638 [Epoch 18][Batch 879], Speed: 138.667 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.638 [Epoch 18][Batch 889], Speed: 147.695 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.637 [Epoch 18][Batch 899], Speed: 153.669 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.232, HeatmapFocal=2.637 [Epoch 18][Batch 909], Speed: 163.294 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.232, HeatmapFocal=2.637 [Epoch 18][Batch 919], Speed: 165.388 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.232, HeatmapFocal=2.636 [Epoch 18][Batch 929], Speed: 165.685 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.232, HeatmapFocal=2.636 [Epoch 18][Batch 939], Speed: 153.056 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.232, HeatmapFocal=2.636 [Epoch 18][Batch 949], Speed: 162.612 samples/sec, LR=0.000375, WHL1=0.337, CenterRegL1=0.232, HeatmapFocal=2.635 [Epoch 18][Batch 959], Speed: 161.751 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.635 [Epoch 18][Batch 969], Speed: 146.491 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.634 [Epoch 18][Batch 979], Speed: 148.686 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.634 [Epoch 18][Batch 989], Speed: 173.664 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.633 [Epoch 18][Batch 999], Speed: 154.093 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.633 [Epoch 18][Batch 1009], Speed: 158.744 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.633 [Epoch 18][Batch 1019], Speed: 159.195 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.632 [Epoch 18][Batch 1029], Speed: 158.859 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.632 [Epoch 18][Batch 1039], Speed: 151.548 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.631 [Epoch 18][Batch 1049], Speed: 174.181 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.631 [Epoch 18][Batch 1059], Speed: 151.632 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.631 [Epoch 18][Batch 1069], Speed: 157.885 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.630 [Epoch 18][Batch 1079], Speed: 158.324 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.630 [Epoch 18][Batch 1089], Speed: 166.889 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.629 [Epoch 18][Batch 1099], Speed: 156.823 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.629 [Epoch 18][Batch 1109], Speed: 154.936 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.629 [Epoch 18][Batch 1119], Speed: 158.884 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.628 [Epoch 18][Batch 1129], Speed: 150.124 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.628 [Epoch 18][Batch 1139], Speed: 164.971 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.628 [Epoch 18][Batch 1149], Speed: 143.968 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.627 [Epoch 18][Batch 1159], Speed: 165.270 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.627 [Epoch 18][Batch 1169], Speed: 162.000 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.626 [Epoch 18][Batch 1179], Speed: 173.659 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.626 [Epoch 18][Batch 1189], Speed: 173.862 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.626 [Epoch 18][Batch 1199], Speed: 169.395 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.625 [Epoch 18][Batch 1209], Speed: 176.294 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.625 [Epoch 18][Batch 1219], Speed: 170.105 samples/sec, LR=0.000375, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.624 [Epoch 18] Training cost: 753.655, WHL1=0.336, CenterRegL1=0.232, HeatmapFocal=2.624 [Epoch 19][Batch 9], Speed: 162.984 samples/sec, LR=0.000375, WHL1=0.335, CenterRegL1=0.230, HeatmapFocal=2.624 [Epoch 19][Batch 19], Speed: 149.294 samples/sec, LR=0.000375, WHL1=0.334, CenterRegL1=0.230, HeatmapFocal=2.624 [Epoch 19][Batch 29], Speed: 167.390 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.623 [Epoch 19][Batch 39], Speed: 153.755 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.623 [Epoch 19][Batch 49], Speed: 155.938 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.232, HeatmapFocal=2.622 [Epoch 19][Batch 59], Speed: 158.466 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.622 [Epoch 19][Batch 69], Speed: 165.880 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.622 [Epoch 19][Batch 79], Speed: 158.050 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.621 [Epoch 19][Batch 89], Speed: 164.142 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.233, HeatmapFocal=2.621 [Epoch 19][Batch 99], Speed: 172.210 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.620 [Epoch 19][Batch 109], Speed: 153.163 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.620 [Epoch 19][Batch 119], Speed: 163.951 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.620 [Epoch 19][Batch 129], Speed: 177.236 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.619 [Epoch 19][Batch 139], Speed: 151.506 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.619 [Epoch 19][Batch 149], Speed: 160.445 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.618 [Epoch 19][Batch 159], Speed: 163.263 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.618 [Epoch 19][Batch 169], Speed: 153.621 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.617 [Epoch 19][Batch 179], Speed: 149.806 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.617 [Epoch 19][Batch 189], Speed: 163.114 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.617 [Epoch 19][Batch 199], Speed: 152.060 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.616 [Epoch 19][Batch 209], Speed: 147.717 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.616 [Epoch 19][Batch 219], Speed: 162.549 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.615 [Epoch 19][Batch 229], Speed: 166.756 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.615 [Epoch 19][Batch 239], Speed: 147.471 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.615 [Epoch 19][Batch 249], Speed: 175.721 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.614 [Epoch 19][Batch 259], Speed: 146.732 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.614 [Epoch 19][Batch 269], Speed: 138.763 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.613 [Epoch 19][Batch 279], Speed: 157.100 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.613 [Epoch 19][Batch 289], Speed: 153.727 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.613 [Epoch 19][Batch 299], Speed: 155.054 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.612 [Epoch 19][Batch 309], Speed: 173.220 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.612 [Epoch 19][Batch 319], Speed: 165.126 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.612 [Epoch 19][Batch 329], Speed: 153.750 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.611 [Epoch 19][Batch 339], Speed: 173.900 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.611 [Epoch 19][Batch 349], Speed: 160.352 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.610 [Epoch 19][Batch 359], Speed: 165.261 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.610 [Epoch 19][Batch 369], Speed: 174.436 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.610 [Epoch 19][Batch 379], Speed: 156.847 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.609 [Epoch 19][Batch 389], Speed: 147.379 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.609 [Epoch 19][Batch 399], Speed: 161.729 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.608 [Epoch 19][Batch 409], Speed: 153.289 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.608 [Epoch 19][Batch 419], Speed: 153.278 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.608 [Epoch 19][Batch 429], Speed: 170.714 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.607 [Epoch 19][Batch 439], Speed: 153.678 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.607 [Epoch 19][Batch 449], Speed: 148.479 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.606 [Epoch 19][Batch 459], Speed: 162.770 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.606 [Epoch 19][Batch 469], Speed: 150.762 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.606 [Epoch 19][Batch 479], Speed: 156.125 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.605 [Epoch 19][Batch 489], Speed: 170.742 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.605 [Epoch 19][Batch 499], Speed: 160.599 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.605 [Epoch 19][Batch 509], Speed: 149.380 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.604 [Epoch 19][Batch 519], Speed: 150.118 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.604 [Epoch 19][Batch 529], Speed: 147.965 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.603 [Epoch 19][Batch 539], Speed: 162.102 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.603 [Epoch 19][Batch 549], Speed: 174.193 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.603 [Epoch 19][Batch 559], Speed: 153.433 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.602 [Epoch 19][Batch 569], Speed: 165.927 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.602 [Epoch 19][Batch 579], Speed: 158.767 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.601 [Epoch 19][Batch 589], Speed: 156.549 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.601 [Epoch 19][Batch 599], Speed: 168.032 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.601 [Epoch 19][Batch 609], Speed: 177.011 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.600 [Epoch 19][Batch 619], Speed: 149.287 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.600 [Epoch 19][Batch 629], Speed: 163.587 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.600 [Epoch 19][Batch 639], Speed: 154.623 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.599 [Epoch 19][Batch 649], Speed: 158.493 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.599 [Epoch 19][Batch 659], Speed: 161.015 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.598 [Epoch 19][Batch 669], Speed: 172.600 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.598 [Epoch 19][Batch 679], Speed: 144.810 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.598 [Epoch 19][Batch 689], Speed: 163.472 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.597 [Epoch 19][Batch 699], Speed: 151.638 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.597 [Epoch 19][Batch 709], Speed: 154.378 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.597 [Epoch 19][Batch 719], Speed: 145.709 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.596 [Epoch 19][Batch 729], Speed: 176.339 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.596 [Epoch 19][Batch 739], Speed: 163.434 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.595 [Epoch 19][Batch 749], Speed: 144.966 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.595 [Epoch 19][Batch 759], Speed: 152.775 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.595 [Epoch 19][Batch 769], Speed: 160.202 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.594 [Epoch 19][Batch 779], Speed: 156.547 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.594 [Epoch 19][Batch 789], Speed: 166.482 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.594 [Epoch 19][Batch 799], Speed: 148.292 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.593 [Epoch 19][Batch 809], Speed: 155.573 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.593 [Epoch 19][Batch 819], Speed: 159.808 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.592 [Epoch 19][Batch 829], Speed: 165.617 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.592 [Epoch 19][Batch 839], Speed: 159.076 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.592 [Epoch 19][Batch 849], Speed: 181.265 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.591 [Epoch 19][Batch 859], Speed: 154.891 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.591 [Epoch 19][Batch 869], Speed: 145.442 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.591 [Epoch 19][Batch 879], Speed: 156.982 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.590 [Epoch 19][Batch 889], Speed: 148.283 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.590 [Epoch 19][Batch 899], Speed: 161.617 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.590 [Epoch 19][Batch 909], Speed: 171.698 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.589 [Epoch 19][Batch 919], Speed: 160.021 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.589 [Epoch 19][Batch 929], Speed: 156.863 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.588 [Epoch 19][Batch 939], Speed: 155.792 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.588 [Epoch 19][Batch 949], Speed: 154.048 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.588 [Epoch 19][Batch 959], Speed: 158.453 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.587 [Epoch 19][Batch 969], Speed: 169.387 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.587 [Epoch 19][Batch 979], Speed: 163.837 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.587 [Epoch 19][Batch 989], Speed: 154.546 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.586 [Epoch 19][Batch 999], Speed: 158.103 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.586 [Epoch 19][Batch 1009], Speed: 149.392 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.586 [Epoch 19][Batch 1019], Speed: 166.733 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.585 [Epoch 19][Batch 1029], Speed: 170.228 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.585 [Epoch 19][Batch 1039], Speed: 164.759 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.584 [Epoch 19][Batch 1049], Speed: 159.923 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.584 [Epoch 19][Batch 1059], Speed: 169.553 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.584 [Epoch 19][Batch 1069], Speed: 152.698 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.583 [Epoch 19][Batch 1079], Speed: 158.317 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.583 [Epoch 19][Batch 1089], Speed: 166.055 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.583 [Epoch 19][Batch 1099], Speed: 155.138 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.582 [Epoch 19][Batch 1109], Speed: 156.465 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.582 [Epoch 19][Batch 1119], Speed: 177.746 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.582 [Epoch 19][Batch 1129], Speed: 166.194 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.232, HeatmapFocal=2.581 [Epoch 19][Batch 1139], Speed: 155.004 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.581 [Epoch 19][Batch 1149], Speed: 164.382 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.580 [Epoch 19][Batch 1159], Speed: 151.584 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.231, HeatmapFocal=2.580 [Epoch 19][Batch 1169], Speed: 156.747 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.580 [Epoch 19][Batch 1179], Speed: 163.484 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.579 [Epoch 19][Batch 1189], Speed: 170.484 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.579 [Epoch 19][Batch 1199], Speed: 151.502 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.579 [Epoch 19][Batch 1209], Speed: 155.376 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.578 [Epoch 19][Batch 1219], Speed: 156.619 samples/sec, LR=0.000375, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.578 [Epoch 19] Training cost: 752.732, WHL1=0.330, CenterRegL1=0.232, HeatmapFocal=2.578 [Epoch 20][Batch 9], Speed: 158.775 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.232, HeatmapFocal=2.577 [Epoch 20][Batch 19], Speed: 153.659 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.577 [Epoch 20][Batch 29], Speed: 161.124 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.577 [Epoch 20][Batch 39], Speed: 172.645 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.576 [Epoch 20][Batch 49], Speed: 157.296 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.231, HeatmapFocal=2.576 [Epoch 20][Batch 59], Speed: 148.170 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.232, HeatmapFocal=2.576 [Epoch 20][Batch 69], Speed: 167.284 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.232, HeatmapFocal=2.575 [Epoch 20][Batch 79], Speed: 148.155 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.232, HeatmapFocal=2.575 [Epoch 20][Batch 89], Speed: 148.479 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.231, HeatmapFocal=2.574 [Epoch 20][Batch 99], Speed: 159.159 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.574 [Epoch 20][Batch 109], Speed: 154.901 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.231, HeatmapFocal=2.574 [Epoch 20][Batch 119], Speed: 166.463 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.573 [Epoch 20][Batch 129], Speed: 161.294 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.573 [Epoch 20][Batch 139], Speed: 149.776 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.573 [Epoch 20][Batch 149], Speed: 162.972 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.572 [Epoch 20][Batch 159], Speed: 162.811 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.572 [Epoch 20][Batch 169], Speed: 159.496 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.572 [Epoch 20][Batch 179], Speed: 146.761 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.571 [Epoch 20][Batch 189], Speed: 152.634 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.571 [Epoch 20][Batch 199], Speed: 158.210 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.570 [Epoch 20][Batch 209], Speed: 160.165 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.570 [Epoch 20][Batch 219], Speed: 167.515 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.570 [Epoch 20][Batch 229], Speed: 154.543 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.231, HeatmapFocal=2.569 [Epoch 20][Batch 239], Speed: 156.603 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.569 [Epoch 20][Batch 249], Speed: 164.259 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.569 [Epoch 20][Batch 259], Speed: 163.591 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.568 [Epoch 20][Batch 269], Speed: 150.440 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.568 [Epoch 20][Batch 279], Speed: 162.473 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.568 [Epoch 20][Batch 289], Speed: 156.910 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.567 [Epoch 20][Batch 299], Speed: 153.157 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.567 [Epoch 20][Batch 309], Speed: 158.127 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.566 [Epoch 20][Batch 319], Speed: 157.541 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.566 [Epoch 20][Batch 329], Speed: 150.939 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.566 [Epoch 20][Batch 339], Speed: 146.926 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.565 [Epoch 20][Batch 349], Speed: 164.910 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.565 [Epoch 20][Batch 359], Speed: 156.509 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.565 [Epoch 20][Batch 369], Speed: 165.247 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.564 [Epoch 20][Batch 379], Speed: 158.097 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.564 [Epoch 20][Batch 389], Speed: 164.240 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.564 [Epoch 20][Batch 399], Speed: 166.532 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.563 [Epoch 20][Batch 409], Speed: 157.531 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.563 [Epoch 20][Batch 419], Speed: 160.134 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.563 [Epoch 20][Batch 429], Speed: 166.693 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.562 [Epoch 20][Batch 439], Speed: 162.726 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.562 [Epoch 20][Batch 449], Speed: 171.174 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.561 [Epoch 20][Batch 459], Speed: 173.520 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.561 [Epoch 20][Batch 469], Speed: 161.350 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.561 [Epoch 20][Batch 479], Speed: 157.199 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.560 [Epoch 20][Batch 489], Speed: 164.974 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.560 [Epoch 20][Batch 499], Speed: 153.919 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.560 [Epoch 20][Batch 509], Speed: 152.354 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.559 [Epoch 20][Batch 519], Speed: 161.866 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.559 [Epoch 20][Batch 529], Speed: 157.967 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.559 [Epoch 20][Batch 539], Speed: 159.960 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.558 [Epoch 20][Batch 549], Speed: 157.225 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.558 [Epoch 20][Batch 559], Speed: 167.687 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.558 [Epoch 20][Batch 569], Speed: 160.731 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.557 [Epoch 20][Batch 579], Speed: 170.850 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.557 [Epoch 20][Batch 589], Speed: 144.788 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.557 [Epoch 20][Batch 599], Speed: 152.634 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.556 [Epoch 20][Batch 609], Speed: 166.914 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.556 [Epoch 20][Batch 619], Speed: 158.719 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.556 [Epoch 20][Batch 629], Speed: 158.409 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.555 [Epoch 20][Batch 639], Speed: 158.065 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.555 [Epoch 20][Batch 649], Speed: 161.690 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.554 [Epoch 20][Batch 659], Speed: 158.484 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.554 [Epoch 20][Batch 669], Speed: 159.432 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.554 [Epoch 20][Batch 679], Speed: 162.734 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.553 [Epoch 20][Batch 689], Speed: 159.896 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.553 [Epoch 20][Batch 699], Speed: 160.591 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.553 [Epoch 20][Batch 709], Speed: 159.376 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.552 [Epoch 20][Batch 719], Speed: 135.911 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.552 [Epoch 20][Batch 729], Speed: 160.462 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.552 [Epoch 20][Batch 739], Speed: 168.398 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.551 [Epoch 20][Batch 749], Speed: 163.040 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.551 [Epoch 20][Batch 759], Speed: 154.321 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.551 [Epoch 20][Batch 769], Speed: 159.796 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.550 [Epoch 20][Batch 779], Speed: 156.848 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.550 [Epoch 20][Batch 789], Speed: 158.945 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.550 [Epoch 20][Batch 799], Speed: 142.763 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.549 [Epoch 20][Batch 809], Speed: 154.361 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.549 [Epoch 20][Batch 819], Speed: 171.353 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.549 [Epoch 20][Batch 829], Speed: 153.526 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.548 [Epoch 20][Batch 839], Speed: 153.684 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.548 [Epoch 20][Batch 849], Speed: 154.654 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.548 [Epoch 20][Batch 859], Speed: 165.212 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.547 [Epoch 20][Batch 869], Speed: 166.475 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.547 [Epoch 20][Batch 879], Speed: 163.819 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.547 [Epoch 20][Batch 889], Speed: 144.262 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.231, HeatmapFocal=2.546 [Epoch 20][Batch 899], Speed: 158.416 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.546 [Epoch 20][Batch 909], Speed: 148.427 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.546 [Epoch 20][Batch 919], Speed: 151.215 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.545 [Epoch 20][Batch 929], Speed: 165.442 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.545 [Epoch 20][Batch 939], Speed: 160.360 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.545 [Epoch 20][Batch 949], Speed: 158.122 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.544 [Epoch 20][Batch 959], Speed: 143.697 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.544 [Epoch 20][Batch 969], Speed: 159.790 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.544 [Epoch 20][Batch 979], Speed: 155.619 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.543 [Epoch 20][Batch 989], Speed: 159.445 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.543 [Epoch 20][Batch 999], Speed: 170.069 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.543 [Epoch 20][Batch 1009], Speed: 159.513 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.542 [Epoch 20][Batch 1019], Speed: 155.756 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.542 [Epoch 20][Batch 1029], Speed: 148.781 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.542 [Epoch 20][Batch 1039], Speed: 167.296 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.541 [Epoch 20][Batch 1049], Speed: 157.217 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.541 [Epoch 20][Batch 1059], Speed: 168.352 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.541 [Epoch 20][Batch 1069], Speed: 155.974 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.540 [Epoch 20][Batch 1079], Speed: 158.327 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.540 [Epoch 20][Batch 1089], Speed: 163.330 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.540 [Epoch 20][Batch 1099], Speed: 160.761 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.539 [Epoch 20][Batch 1109], Speed: 161.759 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.539 [Epoch 20][Batch 1119], Speed: 164.591 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.538 [Epoch 20][Batch 1129], Speed: 173.853 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.538 [Epoch 20][Batch 1139], Speed: 158.014 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.538 [Epoch 20][Batch 1149], Speed: 173.960 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.537 [Epoch 20][Batch 1159], Speed: 163.221 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.537 [Epoch 20][Batch 1169], Speed: 163.283 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.537 [Epoch 20][Batch 1179], Speed: 158.819 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.537 [Epoch 20][Batch 1189], Speed: 161.284 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.536 [Epoch 20][Batch 1199], Speed: 166.820 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.536 [Epoch 20][Batch 1209], Speed: 165.193 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.536 [Epoch 20][Batch 1219], Speed: 177.139 samples/sec, LR=0.000375, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.535 [Epoch 20] Training cost: 749.768, WHL1=0.328, CenterRegL1=0.231, HeatmapFocal=2.535 [Epoch 20] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.215 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.374 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.215 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.062 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.241 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.343 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.215 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.327 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.335 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.109 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.359 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.535 person=34.3 bicycle=11.5 car=20.0 motorcycle=11.8 airplane=39.9 bus=43.3 train=42.4 truck=17.2 boat=8.4 traffic light=10.6 fire hydrant=46.3 stop sign=48.9 parking meter=26.4 bench=10.1 bird=16.4 cat=40.3 dog=37.5 horse=35.6 sheep=30.9 cow=27.5 elephant=46.0 bear=53.0 zebra=52.2 giraffe=52.2 backpack=4.9 umbrella=22.3 handbag=3.0 tie=12.7 suitcase=16.5 frisbee=31.4 skis=9.1 snowboard=14.5 sports ball=15.7 kite=18.0 baseball bat=7.3 baseball glove=17.2 skateboard=33.2 surfboard=16.5 tennis racket=20.0 bottle=15.5 wine glass=16.9 cup=19.0 fork=9.5 knife=4.1 spoon=2.6 bowl=24.2 banana=11.1 apple=8.3 sandwich=13.0 orange=13.8 broccoli=13.2 carrot=7.2 hot dog=14.7 pizza=26.2 donut=25.4 cake=14.7 chair=12.0 couch=20.9 potted plant=11.0 bed=15.3 dining table=10.8 toilet=40.6 tv=36.9 laptop=38.0 mouse=32.9 remote=8.8 keyboard=28.2 cell phone=13.9 microwave=33.3 oven=17.7 toaster=7.1 sink=19.2 refrigerator=31.2 book=2.4 clock=33.1 vase=17.9 scissors=9.8 teddy bear=29.5 hair drier=0.0 toothbrush=2.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =21.5 [Epoch 21][Batch 9], Speed: 161.226 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.228, HeatmapFocal=2.535 [Epoch 21][Batch 19], Speed: 151.684 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.228, HeatmapFocal=2.534 [Epoch 21][Batch 29], Speed: 164.292 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.229, HeatmapFocal=2.534 [Epoch 21][Batch 39], Speed: 175.993 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.229, HeatmapFocal=2.534 [Epoch 21][Batch 49], Speed: 157.446 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.229, HeatmapFocal=2.533 [Epoch 21][Batch 59], Speed: 159.557 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.230, HeatmapFocal=2.533 [Epoch 21][Batch 69], Speed: 152.815 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.230, HeatmapFocal=2.533 [Epoch 21][Batch 79], Speed: 162.453 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.230, HeatmapFocal=2.532 [Epoch 21][Batch 89], Speed: 145.960 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.230, HeatmapFocal=2.532 [Epoch 21][Batch 99], Speed: 173.654 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.230, HeatmapFocal=2.532 [Epoch 21][Batch 109], Speed: 157.640 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.230, HeatmapFocal=2.531 [Epoch 21][Batch 119], Speed: 155.586 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.230, HeatmapFocal=2.531 [Epoch 21][Batch 129], Speed: 154.145 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.230, HeatmapFocal=2.531 [Epoch 21][Batch 139], Speed: 142.300 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.230, HeatmapFocal=2.530 [Epoch 21][Batch 149], Speed: 162.352 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.230, HeatmapFocal=2.530 [Epoch 21][Batch 159], Speed: 167.842 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.230, HeatmapFocal=2.530 [Epoch 21][Batch 169], Speed: 152.218 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.529 [Epoch 21][Batch 179], Speed: 148.640 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.529 [Epoch 21][Batch 189], Speed: 169.040 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.529 [Epoch 21][Batch 199], Speed: 153.889 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.528 [Epoch 21][Batch 209], Speed: 162.229 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.528 [Epoch 21][Batch 219], Speed: 155.422 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.528 [Epoch 21][Batch 229], Speed: 170.201 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.230, HeatmapFocal=2.527 [Epoch 21][Batch 239], Speed: 170.666 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.527 [Epoch 21][Batch 249], Speed: 168.844 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.527 [Epoch 21][Batch 259], Speed: 156.885 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.526 [Epoch 21][Batch 269], Speed: 149.713 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.526 [Epoch 21][Batch 279], Speed: 156.401 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.526 [Epoch 21][Batch 289], Speed: 156.679 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.525 [Epoch 21][Batch 299], Speed: 160.190 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.525 [Epoch 21][Batch 309], Speed: 171.961 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.525 [Epoch 21][Batch 319], Speed: 153.443 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.524 [Epoch 21][Batch 329], Speed: 161.011 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.524 [Epoch 21][Batch 339], Speed: 169.758 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.524 [Epoch 21][Batch 349], Speed: 172.931 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.523 [Epoch 21][Batch 359], Speed: 157.428 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.523 [Epoch 21][Batch 369], Speed: 168.720 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.523 [Epoch 21][Batch 379], Speed: 167.487 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.522 [Epoch 21][Batch 389], Speed: 150.290 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.522 [Epoch 21][Batch 399], Speed: 152.425 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.522 [Epoch 21][Batch 409], Speed: 165.664 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.521 [Epoch 21][Batch 419], Speed: 158.766 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.521 [Epoch 21][Batch 429], Speed: 157.253 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.521 [Epoch 21][Batch 439], Speed: 161.780 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.520 [Epoch 21][Batch 449], Speed: 164.892 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.520 [Epoch 21][Batch 459], Speed: 173.507 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.520 [Epoch 21][Batch 469], Speed: 155.153 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.519 [Epoch 21][Batch 479], Speed: 166.502 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.519 [Epoch 21][Batch 489], Speed: 147.616 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.519 [Epoch 21][Batch 499], Speed: 161.849 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.518 [Epoch 21][Batch 509], Speed: 156.312 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.518 [Epoch 21][Batch 519], Speed: 161.779 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.518 [Epoch 21][Batch 529], Speed: 160.341 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.517 [Epoch 21][Batch 539], Speed: 141.792 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.517 [Epoch 21][Batch 549], Speed: 167.986 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.517 [Epoch 21][Batch 559], Speed: 162.124 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.516 [Epoch 21][Batch 569], Speed: 158.387 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.516 [Epoch 21][Batch 579], Speed: 163.386 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.516 [Epoch 21][Batch 589], Speed: 160.441 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.231, HeatmapFocal=2.515 [Epoch 21][Batch 599], Speed: 146.564 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.515 [Epoch 21][Batch 609], Speed: 160.669 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.515 [Epoch 21][Batch 619], Speed: 155.656 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.515 [Epoch 21][Batch 629], Speed: 161.025 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.514 [Epoch 21][Batch 639], Speed: 157.791 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.514 [Epoch 21][Batch 649], Speed: 157.394 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.514 [Epoch 21][Batch 659], Speed: 165.489 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.513 [Epoch 21][Batch 669], Speed: 155.933 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.513 [Epoch 21][Batch 679], Speed: 150.185 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.513 [Epoch 21][Batch 689], Speed: 156.746 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.512 [Epoch 21][Batch 699], Speed: 169.170 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.512 [Epoch 21][Batch 709], Speed: 170.005 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.512 [Epoch 21][Batch 719], Speed: 150.832 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.511 [Epoch 21][Batch 729], Speed: 172.858 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.511 [Epoch 21][Batch 739], Speed: 153.631 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.511 [Epoch 21][Batch 749], Speed: 155.324 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.510 [Epoch 21][Batch 759], Speed: 166.534 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.510 [Epoch 21][Batch 769], Speed: 163.801 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.510 [Epoch 21][Batch 779], Speed: 147.958 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.509 [Epoch 21][Batch 789], Speed: 172.213 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.509 [Epoch 21][Batch 799], Speed: 150.267 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.509 [Epoch 21][Batch 809], Speed: 157.146 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.508 [Epoch 21][Batch 819], Speed: 160.609 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.508 [Epoch 21][Batch 829], Speed: 174.707 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.508 [Epoch 21][Batch 839], Speed: 162.840 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.508 [Epoch 21][Batch 849], Speed: 158.116 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.507 [Epoch 21][Batch 859], Speed: 155.805 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.507 [Epoch 21][Batch 869], Speed: 138.858 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.507 [Epoch 21][Batch 879], Speed: 168.280 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.506 [Epoch 21][Batch 889], Speed: 151.520 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.506 [Epoch 21][Batch 899], Speed: 166.868 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.506 [Epoch 21][Batch 909], Speed: 158.511 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.505 [Epoch 21][Batch 919], Speed: 158.277 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.505 [Epoch 21][Batch 929], Speed: 161.366 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.505 [Epoch 21][Batch 939], Speed: 164.665 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.504 [Epoch 21][Batch 949], Speed: 157.504 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.504 [Epoch 21][Batch 959], Speed: 151.796 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.504 [Epoch 21][Batch 969], Speed: 168.324 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.231, HeatmapFocal=2.503 [Epoch 21][Batch 979], Speed: 162.286 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.503 [Epoch 21][Batch 989], Speed: 150.728 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.503 [Epoch 21][Batch 999], Speed: 161.556 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.503 [Epoch 21][Batch 1009], Speed: 146.740 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.502 [Epoch 21][Batch 1019], Speed: 159.878 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.502 [Epoch 21][Batch 1029], Speed: 163.282 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.502 [Epoch 21][Batch 1039], Speed: 164.023 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.501 [Epoch 21][Batch 1049], Speed: 155.908 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.501 [Epoch 21][Batch 1059], Speed: 169.198 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.501 [Epoch 21][Batch 1069], Speed: 170.661 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.500 [Epoch 21][Batch 1079], Speed: 163.957 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.500 [Epoch 21][Batch 1089], Speed: 167.971 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.500 [Epoch 21][Batch 1099], Speed: 151.639 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.499 [Epoch 21][Batch 1109], Speed: 157.423 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.499 [Epoch 21][Batch 1119], Speed: 156.482 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.499 [Epoch 21][Batch 1129], Speed: 156.491 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.498 [Epoch 21][Batch 1139], Speed: 178.197 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.498 [Epoch 21][Batch 1149], Speed: 155.377 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.498 [Epoch 21][Batch 1159], Speed: 176.634 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.498 [Epoch 21][Batch 1169], Speed: 146.306 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.497 [Epoch 21][Batch 1179], Speed: 176.297 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.497 [Epoch 21][Batch 1189], Speed: 154.168 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.497 [Epoch 21][Batch 1199], Speed: 166.603 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.496 [Epoch 21][Batch 1209], Speed: 167.153 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.496 [Epoch 21][Batch 1219], Speed: 168.634 samples/sec, LR=0.000375, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.496 [Epoch 21] Training cost: 751.215, WHL1=0.323, CenterRegL1=0.231, HeatmapFocal=2.496 [Epoch 22][Batch 9], Speed: 172.669 samples/sec, LR=0.000375, WHL1=0.331, CenterRegL1=0.230, HeatmapFocal=2.495 [Epoch 22][Batch 19], Speed: 161.998 samples/sec, LR=0.000375, WHL1=0.326, CenterRegL1=0.230, HeatmapFocal=2.495 [Epoch 22][Batch 29], Speed: 159.288 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.495 [Epoch 22][Batch 39], Speed: 152.844 samples/sec, LR=0.000375, WHL1=0.329, CenterRegL1=0.231, HeatmapFocal=2.494 [Epoch 22][Batch 49], Speed: 164.822 samples/sec, LR=0.000375, WHL1=0.327, CenterRegL1=0.231, HeatmapFocal=2.494 [Epoch 22][Batch 59], Speed: 170.824 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.230, HeatmapFocal=2.494 [Epoch 22][Batch 69], Speed: 155.993 samples/sec, LR=0.000375, WHL1=0.325, CenterRegL1=0.231, HeatmapFocal=2.493 [Epoch 22][Batch 79], Speed: 164.464 samples/sec, LR=0.000375, WHL1=0.324, CenterRegL1=0.231, HeatmapFocal=2.493 [Epoch 22][Batch 89], Speed: 148.976 samples/sec, LR=0.000375, WHL1=0.322, CenterRegL1=0.230, HeatmapFocal=2.493 [Epoch 22][Batch 99], Speed: 148.525 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.492 [Epoch 22][Batch 109], Speed: 152.614 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.492 [Epoch 22][Batch 119], Speed: 168.636 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.492 [Epoch 22][Batch 129], Speed: 168.341 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.492 [Epoch 22][Batch 139], Speed: 159.868 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.491 [Epoch 22][Batch 149], Speed: 140.562 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.491 [Epoch 22][Batch 159], Speed: 165.467 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.491 [Epoch 22][Batch 169], Speed: 154.181 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.490 [Epoch 22][Batch 179], Speed: 171.324 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.490 [Epoch 22][Batch 189], Speed: 169.774 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.490 [Epoch 22][Batch 199], Speed: 167.395 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.489 [Epoch 22][Batch 209], Speed: 160.048 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.489 [Epoch 22][Batch 219], Speed: 150.359 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.489 [Epoch 22][Batch 229], Speed: 154.159 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.488 [Epoch 22][Batch 239], Speed: 160.599 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.488 [Epoch 22][Batch 249], Speed: 167.442 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.488 [Epoch 22][Batch 259], Speed: 170.774 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.488 [Epoch 22][Batch 269], Speed: 146.591 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.487 [Epoch 22][Batch 279], Speed: 147.315 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.487 [Epoch 22][Batch 289], Speed: 135.789 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.487 [Epoch 22][Batch 299], Speed: 175.176 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.486 [Epoch 22][Batch 309], Speed: 163.464 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.486 [Epoch 22][Batch 319], Speed: 161.123 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.486 [Epoch 22][Batch 329], Speed: 173.298 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.485 [Epoch 22][Batch 339], Speed: 153.667 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.485 [Epoch 22][Batch 349], Speed: 159.310 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.485 [Epoch 22][Batch 359], Speed: 175.494 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.484 [Epoch 22][Batch 369], Speed: 162.875 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.484 [Epoch 22][Batch 379], Speed: 160.893 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.484 [Epoch 22][Batch 389], Speed: 162.690 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.484 [Epoch 22][Batch 399], Speed: 157.967 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.483 [Epoch 22][Batch 409], Speed: 142.667 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.483 [Epoch 22][Batch 419], Speed: 169.728 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.483 [Epoch 22][Batch 429], Speed: 169.519 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.482 [Epoch 22][Batch 439], Speed: 166.724 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.482 [Epoch 22][Batch 449], Speed: 150.668 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.482 [Epoch 22][Batch 459], Speed: 159.479 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.481 [Epoch 22][Batch 469], Speed: 162.577 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.481 [Epoch 22][Batch 479], Speed: 163.897 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.481 [Epoch 22][Batch 489], Speed: 169.439 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.481 [Epoch 22][Batch 499], Speed: 170.886 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.480 [Epoch 22][Batch 509], Speed: 141.927 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.480 [Epoch 22][Batch 519], Speed: 160.595 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.480 [Epoch 22][Batch 529], Speed: 159.137 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.479 [Epoch 22][Batch 539], Speed: 176.554 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.479 [Epoch 22][Batch 549], Speed: 166.251 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.479 [Epoch 22][Batch 559], Speed: 167.851 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.478 [Epoch 22][Batch 569], Speed: 158.624 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.478 [Epoch 22][Batch 579], Speed: 142.756 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.478 [Epoch 22][Batch 589], Speed: 155.157 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.478 [Epoch 22][Batch 599], Speed: 160.550 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.477 [Epoch 22][Batch 609], Speed: 169.527 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.477 [Epoch 22][Batch 619], Speed: 164.702 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.477 [Epoch 22][Batch 629], Speed: 151.991 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.476 [Epoch 22][Batch 639], Speed: 164.380 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.476 [Epoch 22][Batch 649], Speed: 164.899 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.476 [Epoch 22][Batch 659], Speed: 154.674 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.475 [Epoch 22][Batch 669], Speed: 167.720 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.475 [Epoch 22][Batch 679], Speed: 164.461 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.475 [Epoch 22][Batch 689], Speed: 137.960 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.475 [Epoch 22][Batch 699], Speed: 165.142 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.474 [Epoch 22][Batch 709], Speed: 165.322 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.474 [Epoch 22][Batch 719], Speed: 153.200 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.474 [Epoch 22][Batch 729], Speed: 167.175 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.473 [Epoch 22][Batch 739], Speed: 173.264 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.473 [Epoch 22][Batch 749], Speed: 149.478 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.473 [Epoch 22][Batch 759], Speed: 164.775 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.472 [Epoch 22][Batch 769], Speed: 148.680 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.472 [Epoch 22][Batch 779], Speed: 169.405 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.472 [Epoch 22][Batch 789], Speed: 151.787 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.472 [Epoch 22][Batch 799], Speed: 149.996 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.471 [Epoch 22][Batch 809], Speed: 152.793 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.471 [Epoch 22][Batch 819], Speed: 161.257 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.471 [Epoch 22][Batch 829], Speed: 154.077 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.470 [Epoch 22][Batch 839], Speed: 159.688 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.470 [Epoch 22][Batch 849], Speed: 165.963 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.470 [Epoch 22][Batch 859], Speed: 159.868 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.470 [Epoch 22][Batch 869], Speed: 146.120 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.469 [Epoch 22][Batch 879], Speed: 165.438 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.469 [Epoch 22][Batch 889], Speed: 156.423 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.469 [Epoch 22][Batch 899], Speed: 152.235 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.468 [Epoch 22][Batch 909], Speed: 155.809 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.468 [Epoch 22][Batch 919], Speed: 171.592 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.468 [Epoch 22][Batch 929], Speed: 149.153 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.467 [Epoch 22][Batch 939], Speed: 146.196 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.467 [Epoch 22][Batch 949], Speed: 149.370 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.467 [Epoch 22][Batch 959], Speed: 154.143 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.467 [Epoch 22][Batch 969], Speed: 158.093 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.466 [Epoch 22][Batch 979], Speed: 165.804 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.466 [Epoch 22][Batch 989], Speed: 144.437 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.466 [Epoch 22][Batch 999], Speed: 148.552 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.465 [Epoch 22][Batch 1009], Speed: 152.464 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.465 [Epoch 22][Batch 1019], Speed: 169.721 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.465 [Epoch 22][Batch 1029], Speed: 170.114 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.465 [Epoch 22][Batch 1039], Speed: 168.137 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.464 [Epoch 22][Batch 1049], Speed: 141.506 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.464 [Epoch 22][Batch 1059], Speed: 140.843 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.464 [Epoch 22][Batch 1069], Speed: 144.990 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.463 [Epoch 22][Batch 1079], Speed: 159.111 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.463 [Epoch 22][Batch 1089], Speed: 159.432 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.463 [Epoch 22][Batch 1099], Speed: 164.004 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.463 [Epoch 22][Batch 1109], Speed: 152.187 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.462 [Epoch 22][Batch 1119], Speed: 168.692 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.462 [Epoch 22][Batch 1129], Speed: 158.509 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.462 [Epoch 22][Batch 1139], Speed: 154.495 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.461 [Epoch 22][Batch 1149], Speed: 164.236 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.461 [Epoch 22][Batch 1159], Speed: 161.978 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.461 [Epoch 22][Batch 1169], Speed: 173.137 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.461 [Epoch 22][Batch 1179], Speed: 171.104 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.460 [Epoch 22][Batch 1189], Speed: 168.248 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.460 [Epoch 22][Batch 1199], Speed: 171.371 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.460 [Epoch 22][Batch 1209], Speed: 164.450 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.459 [Epoch 22][Batch 1219], Speed: 172.636 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.459 [Epoch 22] Training cost: 749.356, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.459 [Epoch 23][Batch 9], Speed: 157.390 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.229, HeatmapFocal=2.459 [Epoch 23][Batch 19], Speed: 150.494 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.228, HeatmapFocal=2.458 [Epoch 23][Batch 29], Speed: 156.565 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.229, HeatmapFocal=2.458 [Epoch 23][Batch 39], Speed: 167.497 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.229, HeatmapFocal=2.458 [Epoch 23][Batch 49], Speed: 166.388 samples/sec, LR=0.000375, WHL1=0.321, CenterRegL1=0.230, HeatmapFocal=2.458 [Epoch 23][Batch 59], Speed: 169.346 samples/sec, LR=0.000375, WHL1=0.320, CenterRegL1=0.230, HeatmapFocal=2.457 [Epoch 23][Batch 69], Speed: 174.511 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.457 [Epoch 23][Batch 79], Speed: 147.386 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.457 [Epoch 23][Batch 89], Speed: 162.781 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.456 [Epoch 23][Batch 99], Speed: 156.461 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.230, HeatmapFocal=2.456 [Epoch 23][Batch 109], Speed: 164.596 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.230, HeatmapFocal=2.456 [Epoch 23][Batch 119], Speed: 164.468 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.455 [Epoch 23][Batch 129], Speed: 163.652 samples/sec, LR=0.000375, WHL1=0.319, CenterRegL1=0.230, HeatmapFocal=2.455 [Epoch 23][Batch 139], Speed: 151.531 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.455 [Epoch 23][Batch 149], Speed: 172.221 samples/sec, LR=0.000375, WHL1=0.318, CenterRegL1=0.230, HeatmapFocal=2.455 [Epoch 23][Batch 159], Speed: 154.965 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.454 [Epoch 23][Batch 169], Speed: 155.061 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.454 [Epoch 23][Batch 179], Speed: 166.927 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.230, HeatmapFocal=2.454 [Epoch 23][Batch 189], Speed: 166.829 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.230, HeatmapFocal=2.453 [Epoch 23][Batch 199], Speed: 161.705 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.453 [Epoch 23][Batch 209], Speed: 160.023 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.453 [Epoch 23][Batch 219], Speed: 158.649 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.453 [Epoch 23][Batch 229], Speed: 153.780 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.452 [Epoch 23][Batch 239], Speed: 166.504 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.452 [Epoch 23][Batch 249], Speed: 146.124 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.230, HeatmapFocal=2.452 [Epoch 23][Batch 259], Speed: 161.990 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.230, HeatmapFocal=2.451 [Epoch 23][Batch 269], Speed: 150.562 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.451 [Epoch 23][Batch 279], Speed: 142.041 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.230, HeatmapFocal=2.451 [Epoch 23][Batch 289], Speed: 159.813 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.230, HeatmapFocal=2.451 [Epoch 23][Batch 299], Speed: 165.867 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.450 [Epoch 23][Batch 309], Speed: 165.521 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.450 [Epoch 23][Batch 319], Speed: 156.881 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.450 [Epoch 23][Batch 329], Speed: 144.405 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.449 [Epoch 23][Batch 339], Speed: 153.638 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.449 [Epoch 23][Batch 349], Speed: 165.213 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.449 [Epoch 23][Batch 359], Speed: 171.579 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.448 [Epoch 23][Batch 369], Speed: 168.290 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.448 [Epoch 23][Batch 379], Speed: 141.629 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.448 [Epoch 23][Batch 389], Speed: 166.059 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.448 [Epoch 23][Batch 399], Speed: 155.537 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.447 [Epoch 23][Batch 409], Speed: 162.921 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.447 [Epoch 23][Batch 419], Speed: 170.610 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.447 [Epoch 23][Batch 429], Speed: 145.807 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.447 [Epoch 23][Batch 439], Speed: 156.518 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.446 [Epoch 23][Batch 449], Speed: 151.820 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.446 [Epoch 23][Batch 459], Speed: 152.919 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.446 [Epoch 23][Batch 469], Speed: 165.830 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.445 [Epoch 23][Batch 479], Speed: 167.213 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.445 [Epoch 23][Batch 489], Speed: 160.217 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.445 [Epoch 23][Batch 499], Speed: 158.974 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.445 [Epoch 23][Batch 509], Speed: 157.000 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.444 [Epoch 23][Batch 519], Speed: 152.720 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.444 [Epoch 23][Batch 529], Speed: 154.073 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.444 [Epoch 23][Batch 539], Speed: 167.264 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.443 [Epoch 23][Batch 549], Speed: 166.044 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.443 [Epoch 23][Batch 559], Speed: 168.335 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.443 [Epoch 23][Batch 569], Speed: 156.382 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.443 [Epoch 23][Batch 579], Speed: 153.643 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.442 [Epoch 23][Batch 589], Speed: 147.113 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.442 [Epoch 23][Batch 599], Speed: 170.699 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.442 [Epoch 23][Batch 609], Speed: 164.384 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.441 [Epoch 23][Batch 619], Speed: 148.727 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.441 [Epoch 23][Batch 629], Speed: 154.133 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.441 [Epoch 23][Batch 639], Speed: 163.333 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.441 [Epoch 23][Batch 649], Speed: 156.754 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.440 [Epoch 23][Batch 659], Speed: 173.349 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.440 [Epoch 23][Batch 669], Speed: 155.682 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.440 [Epoch 23][Batch 679], Speed: 151.274 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.439 [Epoch 23][Batch 689], Speed: 166.355 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.439 [Epoch 23][Batch 699], Speed: 158.903 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.439 [Epoch 23][Batch 709], Speed: 159.355 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.439 [Epoch 23][Batch 719], Speed: 163.315 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.438 [Epoch 23][Batch 729], Speed: 161.816 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.438 [Epoch 23][Batch 739], Speed: 160.642 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.438 [Epoch 23][Batch 749], Speed: 154.573 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.438 [Epoch 23][Batch 759], Speed: 152.336 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.437 [Epoch 23][Batch 769], Speed: 153.763 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.437 [Epoch 23][Batch 779], Speed: 165.819 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.437 [Epoch 23][Batch 789], Speed: 166.165 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.436 [Epoch 23][Batch 799], Speed: 138.662 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.436 [Epoch 23][Batch 809], Speed: 164.754 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.436 [Epoch 23][Batch 819], Speed: 158.380 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.436 [Epoch 23][Batch 829], Speed: 145.331 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.435 [Epoch 23][Batch 839], Speed: 158.861 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.435 [Epoch 23][Batch 849], Speed: 158.049 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.435 [Epoch 23][Batch 859], Speed: 155.414 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.435 [Epoch 23][Batch 869], Speed: 155.511 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.434 [Epoch 23][Batch 879], Speed: 149.498 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.434 [Epoch 23][Batch 889], Speed: 162.412 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.434 [Epoch 23][Batch 899], Speed: 167.525 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.433 [Epoch 23][Batch 909], Speed: 153.899 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.433 [Epoch 23][Batch 919], Speed: 151.269 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.433 [Epoch 23][Batch 929], Speed: 161.984 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.433 [Epoch 23][Batch 939], Speed: 159.534 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.432 [Epoch 23][Batch 949], Speed: 151.972 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.432 [Epoch 23][Batch 959], Speed: 161.637 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.432 [Epoch 23][Batch 969], Speed: 150.673 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.432 [Epoch 23][Batch 979], Speed: 154.124 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.431 [Epoch 23][Batch 989], Speed: 164.215 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.431 [Epoch 23][Batch 999], Speed: 166.796 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.431 [Epoch 23][Batch 1009], Speed: 161.650 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.431 [Epoch 23][Batch 1019], Speed: 167.167 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.430 [Epoch 23][Batch 1029], Speed: 150.035 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.430 [Epoch 23][Batch 1039], Speed: 149.685 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.430 [Epoch 23][Batch 1049], Speed: 159.886 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.429 [Epoch 23][Batch 1059], Speed: 154.552 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.429 [Epoch 23][Batch 1069], Speed: 151.497 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.429 [Epoch 23][Batch 1079], Speed: 169.462 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.429 [Epoch 23][Batch 1089], Speed: 154.684 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.428 [Epoch 23][Batch 1099], Speed: 162.308 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.428 [Epoch 23][Batch 1109], Speed: 152.661 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.428 [Epoch 23][Batch 1119], Speed: 176.594 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.428 [Epoch 23][Batch 1129], Speed: 159.923 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.427 [Epoch 23][Batch 1139], Speed: 168.483 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.427 [Epoch 23][Batch 1149], Speed: 174.857 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.427 [Epoch 23][Batch 1159], Speed: 160.331 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.426 [Epoch 23][Batch 1169], Speed: 174.518 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.426 [Epoch 23][Batch 1179], Speed: 166.552 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.426 [Epoch 23][Batch 1189], Speed: 163.151 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.426 [Epoch 23][Batch 1199], Speed: 164.614 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.425 [Epoch 23][Batch 1209], Speed: 170.910 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.425 [Epoch 23][Batch 1219], Speed: 168.376 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.425 [Epoch 23] Training cost: 752.095, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.425 [Epoch 24][Batch 9], Speed: 176.952 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.425 [Epoch 24][Batch 19], Speed: 162.542 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.424 [Epoch 24][Batch 29], Speed: 165.274 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.229, HeatmapFocal=2.424 [Epoch 24][Batch 39], Speed: 156.109 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.229, HeatmapFocal=2.424 [Epoch 24][Batch 49], Speed: 162.410 samples/sec, LR=0.000375, WHL1=0.317, CenterRegL1=0.230, HeatmapFocal=2.423 [Epoch 24][Batch 59], Speed: 146.075 samples/sec, LR=0.000375, WHL1=0.316, CenterRegL1=0.230, HeatmapFocal=2.423 [Epoch 24][Batch 69], Speed: 165.080 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.230, HeatmapFocal=2.423 [Epoch 24][Batch 79], Speed: 157.957 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.423 [Epoch 24][Batch 89], Speed: 163.154 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.230, HeatmapFocal=2.422 [Epoch 24][Batch 99], Speed: 152.915 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.230, HeatmapFocal=2.422 [Epoch 24][Batch 109], Speed: 151.977 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.230, HeatmapFocal=2.422 [Epoch 24][Batch 119], Speed: 159.713 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.421 [Epoch 24][Batch 129], Speed: 171.945 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.421 [Epoch 24][Batch 139], Speed: 162.850 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.230, HeatmapFocal=2.421 [Epoch 24][Batch 149], Speed: 161.255 samples/sec, LR=0.000375, WHL1=0.315, CenterRegL1=0.230, HeatmapFocal=2.421 [Epoch 24][Batch 159], Speed: 153.520 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.420 [Epoch 24][Batch 169], Speed: 157.407 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.420 [Epoch 24][Batch 179], Speed: 165.074 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.420 [Epoch 24][Batch 189], Speed: 171.326 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.420 [Epoch 24][Batch 199], Speed: 165.994 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.419 [Epoch 24][Batch 209], Speed: 158.129 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.419 [Epoch 24][Batch 219], Speed: 145.179 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.419 [Epoch 24][Batch 229], Speed: 160.128 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.418 [Epoch 24][Batch 239], Speed: 174.674 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.418 [Epoch 24][Batch 249], Speed: 165.377 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.418 [Epoch 24][Batch 259], Speed: 150.323 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.418 [Epoch 24][Batch 269], Speed: 162.746 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.417 [Epoch 24][Batch 279], Speed: 148.768 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.417 [Epoch 24][Batch 289], Speed: 162.663 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.417 [Epoch 24][Batch 299], Speed: 168.537 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.417 [Epoch 24][Batch 309], Speed: 173.846 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.416 [Epoch 24][Batch 319], Speed: 156.532 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.416 [Epoch 24][Batch 329], Speed: 146.790 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.416 [Epoch 24][Batch 339], Speed: 167.979 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.416 [Epoch 24][Batch 349], Speed: 165.127 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.415 [Epoch 24][Batch 359], Speed: 155.131 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.415 [Epoch 24][Batch 369], Speed: 170.327 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.415 [Epoch 24][Batch 379], Speed: 147.372 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.414 [Epoch 24][Batch 389], Speed: 157.353 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.414 [Epoch 24][Batch 399], Speed: 149.731 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.414 [Epoch 24][Batch 409], Speed: 157.825 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.414 [Epoch 24][Batch 419], Speed: 153.487 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.413 [Epoch 24][Batch 429], Speed: 168.498 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.413 [Epoch 24][Batch 439], Speed: 163.242 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.413 [Epoch 24][Batch 449], Speed: 164.668 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.413 [Epoch 24][Batch 459], Speed: 154.465 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.412 [Epoch 24][Batch 469], Speed: 164.476 samples/sec, LR=0.000375, WHL1=0.312, CenterRegL1=0.230, HeatmapFocal=2.412 [Epoch 24][Batch 479], Speed: 166.658 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.412 [Epoch 24][Batch 489], Speed: 170.589 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.412 [Epoch 24][Batch 499], Speed: 144.316 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.411 [Epoch 24][Batch 509], Speed: 151.959 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.411 [Epoch 24][Batch 519], Speed: 163.013 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.411 [Epoch 24][Batch 529], Speed: 163.328 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.411 [Epoch 24][Batch 539], Speed: 158.854 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.410 [Epoch 24][Batch 549], Speed: 154.910 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.410 [Epoch 24][Batch 559], Speed: 152.176 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.410 [Epoch 24][Batch 569], Speed: 151.449 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.409 [Epoch 24][Batch 579], Speed: 146.479 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.409 [Epoch 24][Batch 589], Speed: 154.932 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.409 [Epoch 24][Batch 599], Speed: 169.048 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.409 [Epoch 24][Batch 609], Speed: 165.570 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.408 [Epoch 24][Batch 619], Speed: 147.784 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.408 [Epoch 24][Batch 629], Speed: 161.363 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.408 [Epoch 24][Batch 639], Speed: 157.964 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.408 [Epoch 24][Batch 649], Speed: 154.253 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.407 [Epoch 24][Batch 659], Speed: 156.578 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.407 [Epoch 24][Batch 669], Speed: 168.554 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.407 [Epoch 24][Batch 679], Speed: 154.138 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.407 [Epoch 24][Batch 689], Speed: 157.851 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.406 [Epoch 24][Batch 699], Speed: 156.765 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.406 [Epoch 24][Batch 709], Speed: 168.173 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.406 [Epoch 24][Batch 719], Speed: 161.971 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.406 [Epoch 24][Batch 729], Speed: 159.062 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.405 [Epoch 24][Batch 739], Speed: 155.543 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.405 [Epoch 24][Batch 749], Speed: 143.373 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.405 [Epoch 24][Batch 759], Speed: 166.190 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.405 [Epoch 24][Batch 769], Speed: 159.316 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.404 [Epoch 24][Batch 779], Speed: 148.026 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.404 [Epoch 24][Batch 789], Speed: 169.858 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.404 [Epoch 24][Batch 799], Speed: 162.233 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.404 [Epoch 24][Batch 809], Speed: 160.831 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.403 [Epoch 24][Batch 819], Speed: 153.540 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.403 [Epoch 24][Batch 829], Speed: 162.159 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.403 [Epoch 24][Batch 839], Speed: 162.779 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.403 [Epoch 24][Batch 849], Speed: 168.698 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.402 [Epoch 24][Batch 859], Speed: 163.932 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.402 [Epoch 24][Batch 869], Speed: 145.043 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.402 [Epoch 24][Batch 879], Speed: 155.580 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.402 [Epoch 24][Batch 889], Speed: 158.562 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.401 [Epoch 24][Batch 899], Speed: 150.611 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.401 [Epoch 24][Batch 909], Speed: 163.168 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.401 [Epoch 24][Batch 919], Speed: 155.660 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.400 [Epoch 24][Batch 929], Speed: 159.878 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.400 [Epoch 24][Batch 939], Speed: 156.235 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.400 [Epoch 24][Batch 949], Speed: 144.207 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.400 [Epoch 24][Batch 959], Speed: 142.144 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.399 [Epoch 24][Batch 969], Speed: 159.923 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.399 [Epoch 24][Batch 979], Speed: 144.287 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.399 [Epoch 24][Batch 989], Speed: 160.188 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.399 [Epoch 24][Batch 999], Speed: 159.280 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.398 [Epoch 24][Batch 1009], Speed: 167.418 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.398 [Epoch 24][Batch 1019], Speed: 155.293 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.398 [Epoch 24][Batch 1029], Speed: 158.793 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.398 [Epoch 24][Batch 1039], Speed: 168.128 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.397 [Epoch 24][Batch 1049], Speed: 168.349 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.397 [Epoch 24][Batch 1059], Speed: 154.007 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.397 [Epoch 24][Batch 1069], Speed: 152.739 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.397 [Epoch 24][Batch 1079], Speed: 153.814 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.396 [Epoch 24][Batch 1089], Speed: 161.656 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.396 [Epoch 24][Batch 1099], Speed: 166.709 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.396 [Epoch 24][Batch 1109], Speed: 166.637 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.396 [Epoch 24][Batch 1119], Speed: 162.856 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.395 [Epoch 24][Batch 1129], Speed: 155.656 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.395 [Epoch 24][Batch 1139], Speed: 167.393 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.395 [Epoch 24][Batch 1149], Speed: 164.227 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.395 [Epoch 24][Batch 1159], Speed: 154.728 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.394 [Epoch 24][Batch 1169], Speed: 167.307 samples/sec, LR=0.000375, WHL1=0.313, CenterRegL1=0.230, HeatmapFocal=2.394 [Epoch 24][Batch 1179], Speed: 145.663 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.394 [Epoch 24][Batch 1189], Speed: 162.970 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.394 [Epoch 24][Batch 1199], Speed: 178.331 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.393 [Epoch 24][Batch 1209], Speed: 175.222 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.393 [Epoch 24][Batch 1219], Speed: 160.783 samples/sec, LR=0.000375, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.393 [Epoch 24] Training cost: 751.887, WHL1=0.314, CenterRegL1=0.230, HeatmapFocal=2.393 [Epoch 25][Batch 9], Speed: 154.019 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.230, HeatmapFocal=2.393 [Epoch 25][Batch 19], Speed: 152.738 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.392 [Epoch 25][Batch 29], Speed: 139.567 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.392 [Epoch 25][Batch 39], Speed: 149.124 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.392 [Epoch 25][Batch 49], Speed: 152.518 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.392 [Epoch 25][Batch 59], Speed: 161.124 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.391 [Epoch 25][Batch 69], Speed: 158.239 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.391 [Epoch 25][Batch 79], Speed: 156.353 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.391 [Epoch 25][Batch 89], Speed: 153.813 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.391 [Epoch 25][Batch 99], Speed: 164.549 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.390 [Epoch 25][Batch 109], Speed: 164.531 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.390 [Epoch 25][Batch 119], Speed: 163.624 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.390 [Epoch 25][Batch 129], Speed: 167.407 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.389 [Epoch 25][Batch 139], Speed: 159.569 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.389 [Epoch 25][Batch 149], Speed: 161.248 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.389 [Epoch 25][Batch 159], Speed: 162.375 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.389 [Epoch 25][Batch 169], Speed: 165.523 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.388 [Epoch 25][Batch 179], Speed: 158.413 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.388 [Epoch 25][Batch 189], Speed: 153.589 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.388 [Epoch 25][Batch 199], Speed: 150.420 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.388 [Epoch 25][Batch 209], Speed: 165.908 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.387 [Epoch 25][Batch 219], Speed: 165.590 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.387 [Epoch 25][Batch 229], Speed: 152.763 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.387 [Epoch 25][Batch 239], Speed: 167.830 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.387 [Epoch 25][Batch 249], Speed: 165.882 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.386 [Epoch 25][Batch 259], Speed: 149.083 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.386 [Epoch 25][Batch 269], Speed: 154.854 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.386 [Epoch 25][Batch 279], Speed: 157.843 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.386 [Epoch 25][Batch 289], Speed: 160.619 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.385 [Epoch 25][Batch 299], Speed: 159.574 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.385 [Epoch 25][Batch 309], Speed: 164.392 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.385 [Epoch 25][Batch 319], Speed: 152.534 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.385 [Epoch 25][Batch 329], Speed: 162.321 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.384 [Epoch 25][Batch 339], Speed: 161.655 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.384 [Epoch 25][Batch 349], Speed: 153.902 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.384 [Epoch 25][Batch 359], Speed: 161.364 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.384 [Epoch 25][Batch 369], Speed: 159.537 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.383 [Epoch 25][Batch 379], Speed: 146.637 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.383 [Epoch 25][Batch 389], Speed: 144.671 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.383 [Epoch 25][Batch 399], Speed: 160.871 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.383 [Epoch 25][Batch 409], Speed: 155.165 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.382 [Epoch 25][Batch 419], Speed: 154.892 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.382 [Epoch 25][Batch 429], Speed: 166.936 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.382 [Epoch 25][Batch 439], Speed: 162.985 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.382 [Epoch 25][Batch 449], Speed: 166.156 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.381 [Epoch 25][Batch 459], Speed: 159.997 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.381 [Epoch 25][Batch 469], Speed: 150.537 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.381 [Epoch 25][Batch 479], Speed: 161.995 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.381 [Epoch 25][Batch 489], Speed: 169.998 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.380 [Epoch 25][Batch 499], Speed: 144.243 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.380 [Epoch 25][Batch 509], Speed: 165.943 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.380 [Epoch 25][Batch 519], Speed: 145.569 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.380 [Epoch 25][Batch 529], Speed: 155.896 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.380 [Epoch 25][Batch 539], Speed: 171.199 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.379 [Epoch 25][Batch 549], Speed: 172.889 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.379 [Epoch 25][Batch 559], Speed: 152.643 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.379 [Epoch 25][Batch 569], Speed: 168.968 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.379 [Epoch 25][Batch 579], Speed: 152.113 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.378 [Epoch 25][Batch 589], Speed: 157.319 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.378 [Epoch 25][Batch 599], Speed: 164.362 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.378 [Epoch 25][Batch 609], Speed: 173.742 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.378 [Epoch 25][Batch 619], Speed: 153.691 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.377 [Epoch 25][Batch 629], Speed: 163.913 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.377 [Epoch 25][Batch 639], Speed: 153.073 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.377 [Epoch 25][Batch 649], Speed: 160.436 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.377 [Epoch 25][Batch 659], Speed: 160.450 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.376 [Epoch 25][Batch 669], Speed: 167.232 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.376 [Epoch 25][Batch 679], Speed: 157.047 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.376 [Epoch 25][Batch 689], Speed: 157.824 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.376 [Epoch 25][Batch 699], Speed: 159.596 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.375 [Epoch 25][Batch 709], Speed: 159.590 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.375 [Epoch 25][Batch 719], Speed: 155.864 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.375 [Epoch 25][Batch 729], Speed: 173.485 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.375 [Epoch 25][Batch 739], Speed: 146.835 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.374 [Epoch 25][Batch 749], Speed: 164.545 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.374 [Epoch 25][Batch 759], Speed: 147.217 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.374 [Epoch 25][Batch 769], Speed: 155.908 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.374 [Epoch 25][Batch 779], Speed: 145.127 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.373 [Epoch 25][Batch 789], Speed: 171.676 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.373 [Epoch 25][Batch 799], Speed: 150.807 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.373 [Epoch 25][Batch 809], Speed: 158.769 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.373 [Epoch 25][Batch 819], Speed: 159.151 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.372 [Epoch 25][Batch 829], Speed: 159.335 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.372 [Epoch 25][Batch 839], Speed: 168.920 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.372 [Epoch 25][Batch 849], Speed: 166.564 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.372 [Epoch 25][Batch 859], Speed: 146.154 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.372 [Epoch 25][Batch 869], Speed: 149.163 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.371 [Epoch 25][Batch 879], Speed: 161.623 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.371 [Epoch 25][Batch 889], Speed: 161.926 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.371 [Epoch 25][Batch 899], Speed: 156.528 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.371 [Epoch 25][Batch 909], Speed: 167.201 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.370 [Epoch 25][Batch 919], Speed: 161.631 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.370 [Epoch 25][Batch 929], Speed: 166.050 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.370 [Epoch 25][Batch 939], Speed: 152.699 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.370 [Epoch 25][Batch 949], Speed: 168.306 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.369 [Epoch 25][Batch 959], Speed: 167.188 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.369 [Epoch 25][Batch 969], Speed: 165.776 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.369 [Epoch 25][Batch 979], Speed: 153.814 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.369 [Epoch 25][Batch 989], Speed: 168.265 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.368 [Epoch 25][Batch 999], Speed: 152.671 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.368 [Epoch 25][Batch 1009], Speed: 163.971 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.368 [Epoch 25][Batch 1019], Speed: 168.266 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.368 [Epoch 25][Batch 1029], Speed: 169.122 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.367 [Epoch 25][Batch 1039], Speed: 158.570 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.367 [Epoch 25][Batch 1049], Speed: 133.221 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.367 [Epoch 25][Batch 1059], Speed: 164.176 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.367 [Epoch 25][Batch 1069], Speed: 159.099 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.367 [Epoch 25][Batch 1079], Speed: 169.760 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.366 [Epoch 25][Batch 1089], Speed: 156.657 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.366 [Epoch 25][Batch 1099], Speed: 145.427 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.366 [Epoch 25][Batch 1109], Speed: 152.816 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.366 [Epoch 25][Batch 1119], Speed: 170.456 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.365 [Epoch 25][Batch 1129], Speed: 171.722 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.365 [Epoch 25][Batch 1139], Speed: 160.238 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.365 [Epoch 25][Batch 1149], Speed: 168.128 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.365 [Epoch 25][Batch 1159], Speed: 172.517 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.364 [Epoch 25][Batch 1169], Speed: 163.830 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.364 [Epoch 25][Batch 1179], Speed: 149.452 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.364 [Epoch 25][Batch 1189], Speed: 164.648 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.364 [Epoch 25][Batch 1199], Speed: 169.763 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.364 [Epoch 25][Batch 1209], Speed: 161.070 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.363 [Epoch 25][Batch 1219], Speed: 170.091 samples/sec, LR=0.000375, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.363 [Epoch 25] Training cost: 752.631, WHL1=0.311, CenterRegL1=0.230, HeatmapFocal=2.363 [Epoch 26][Batch 9], Speed: 166.864 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.363 [Epoch 26][Batch 19], Speed: 157.648 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.227, HeatmapFocal=2.363 [Epoch 26][Batch 29], Speed: 151.248 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.228, HeatmapFocal=2.362 [Epoch 26][Batch 39], Speed: 161.092 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.362 [Epoch 26][Batch 49], Speed: 150.069 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.362 [Epoch 26][Batch 59], Speed: 162.434 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.229, HeatmapFocal=2.362 [Epoch 26][Batch 69], Speed: 163.602 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.229, HeatmapFocal=2.361 [Epoch 26][Batch 79], Speed: 167.589 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.361 [Epoch 26][Batch 89], Speed: 146.543 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.361 [Epoch 26][Batch 99], Speed: 143.090 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.361 [Epoch 26][Batch 109], Speed: 165.534 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.360 [Epoch 26][Batch 119], Speed: 158.033 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.360 [Epoch 26][Batch 129], Speed: 170.030 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.360 [Epoch 26][Batch 139], Speed: 163.925 samples/sec, LR=0.000375, WHL1=0.309, CenterRegL1=0.230, HeatmapFocal=2.360 [Epoch 26][Batch 149], Speed: 157.206 samples/sec, LR=0.000375, WHL1=0.310, CenterRegL1=0.230, HeatmapFocal=2.359 [Epoch 26][Batch 159], Speed: 161.642 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.359 [Epoch 26][Batch 169], Speed: 162.640 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.359 [Epoch 26][Batch 179], Speed: 163.214 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.359 [Epoch 26][Batch 189], Speed: 173.780 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.358 [Epoch 26][Batch 199], Speed: 156.812 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.358 [Epoch 26][Batch 209], Speed: 146.873 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.358 [Epoch 26][Batch 219], Speed: 161.786 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.358 [Epoch 26][Batch 229], Speed: 168.223 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.358 [Epoch 26][Batch 239], Speed: 156.969 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.357 [Epoch 26][Batch 249], Speed: 169.946 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.357 [Epoch 26][Batch 259], Speed: 167.769 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.357 [Epoch 26][Batch 269], Speed: 155.360 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.357 [Epoch 26][Batch 279], Speed: 158.857 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.356 [Epoch 26][Batch 289], Speed: 161.959 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.356 [Epoch 26][Batch 299], Speed: 165.462 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.356 [Epoch 26][Batch 309], Speed: 162.187 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.356 [Epoch 26][Batch 319], Speed: 170.834 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.355 [Epoch 26][Batch 329], Speed: 152.931 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.355 [Epoch 26][Batch 339], Speed: 145.045 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.355 [Epoch 26][Batch 349], Speed: 171.377 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.355 [Epoch 26][Batch 359], Speed: 153.848 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.354 [Epoch 26][Batch 369], Speed: 165.214 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.354 [Epoch 26][Batch 379], Speed: 173.006 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.354 [Epoch 26][Batch 389], Speed: 155.199 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.354 [Epoch 26][Batch 399], Speed: 156.938 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.354 [Epoch 26][Batch 409], Speed: 168.158 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.353 [Epoch 26][Batch 419], Speed: 152.293 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.353 [Epoch 26][Batch 429], Speed: 172.126 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.353 [Epoch 26][Batch 439], Speed: 167.657 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.353 [Epoch 26][Batch 449], Speed: 150.091 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.352 [Epoch 26][Batch 459], Speed: 167.984 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.352 [Epoch 26][Batch 469], Speed: 165.644 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.352 [Epoch 26][Batch 479], Speed: 167.128 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.352 [Epoch 26][Batch 489], Speed: 166.213 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.352 [Epoch 26][Batch 499], Speed: 160.656 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.351 [Epoch 26][Batch 509], Speed: 156.330 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.351 [Epoch 26][Batch 519], Speed: 157.596 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.351 [Epoch 26][Batch 529], Speed: 166.078 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.351 [Epoch 26][Batch 539], Speed: 173.258 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.350 [Epoch 26][Batch 549], Speed: 160.515 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.350 [Epoch 26][Batch 559], Speed: 157.174 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.350 [Epoch 26][Batch 569], Speed: 147.649 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.350 [Epoch 26][Batch 579], Speed: 147.987 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.349 [Epoch 26][Batch 589], Speed: 158.128 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.349 [Epoch 26][Batch 599], Speed: 167.391 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.349 [Epoch 26][Batch 609], Speed: 156.263 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.349 [Epoch 26][Batch 619], Speed: 160.402 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.349 [Epoch 26][Batch 629], Speed: 131.648 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.348 [Epoch 26][Batch 639], Speed: 154.932 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.348 [Epoch 26][Batch 649], Speed: 173.937 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.348 [Epoch 26][Batch 659], Speed: 165.437 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.348 [Epoch 26][Batch 669], Speed: 166.824 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.347 [Epoch 26][Batch 679], Speed: 171.801 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.347 [Epoch 26][Batch 689], Speed: 151.887 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.347 [Epoch 26][Batch 699], Speed: 164.404 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.229, HeatmapFocal=2.347 [Epoch 26][Batch 709], Speed: 164.418 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.346 [Epoch 26][Batch 719], Speed: 168.444 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.346 [Epoch 26][Batch 729], Speed: 161.439 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.346 [Epoch 26][Batch 739], Speed: 160.405 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.346 [Epoch 26][Batch 749], Speed: 151.916 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.346 [Epoch 26][Batch 759], Speed: 145.058 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.345 [Epoch 26][Batch 769], Speed: 172.228 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.345 [Epoch 26][Batch 779], Speed: 162.500 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.345 [Epoch 26][Batch 789], Speed: 167.488 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.345 [Epoch 26][Batch 799], Speed: 162.568 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.344 [Epoch 26][Batch 809], Speed: 169.493 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.344 [Epoch 26][Batch 819], Speed: 150.779 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.344 [Epoch 26][Batch 829], Speed: 168.492 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.344 [Epoch 26][Batch 839], Speed: 148.814 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.344 [Epoch 26][Batch 849], Speed: 169.757 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.343 [Epoch 26][Batch 859], Speed: 165.225 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.343 [Epoch 26][Batch 869], Speed: 157.104 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.343 [Epoch 26][Batch 879], Speed: 159.701 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.343 [Epoch 26][Batch 889], Speed: 163.739 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.342 [Epoch 26][Batch 899], Speed: 165.120 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.342 [Epoch 26][Batch 909], Speed: 158.263 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.342 [Epoch 26][Batch 919], Speed: 155.666 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.342 [Epoch 26][Batch 929], Speed: 152.498 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.342 [Epoch 26][Batch 939], Speed: 174.210 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.341 [Epoch 26][Batch 949], Speed: 167.589 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.341 [Epoch 26][Batch 959], Speed: 157.263 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.341 [Epoch 26][Batch 969], Speed: 166.712 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.341 [Epoch 26][Batch 979], Speed: 170.358 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.340 [Epoch 26][Batch 989], Speed: 147.682 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.340 [Epoch 26][Batch 999], Speed: 156.026 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.340 [Epoch 26][Batch 1009], Speed: 153.500 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.340 [Epoch 26][Batch 1019], Speed: 158.845 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.339 [Epoch 26][Batch 1029], Speed: 159.027 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.339 [Epoch 26][Batch 1039], Speed: 158.459 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.339 [Epoch 26][Batch 1049], Speed: 156.084 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.339 [Epoch 26][Batch 1059], Speed: 160.329 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.339 [Epoch 26][Batch 1069], Speed: 159.204 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.338 [Epoch 26][Batch 1079], Speed: 155.905 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.338 [Epoch 26][Batch 1089], Speed: 159.325 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.338 [Epoch 26][Batch 1099], Speed: 169.000 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.338 [Epoch 26][Batch 1109], Speed: 154.867 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.337 [Epoch 26][Batch 1119], Speed: 177.218 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.337 [Epoch 26][Batch 1129], Speed: 147.094 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.337 [Epoch 26][Batch 1139], Speed: 156.447 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.337 [Epoch 26][Batch 1149], Speed: 160.944 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.337 [Epoch 26][Batch 1159], Speed: 162.427 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.336 [Epoch 26][Batch 1169], Speed: 155.191 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.230, HeatmapFocal=2.336 [Epoch 26][Batch 1179], Speed: 173.348 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.336 [Epoch 26][Batch 1189], Speed: 154.290 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.336 [Epoch 26][Batch 1199], Speed: 154.106 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.335 [Epoch 26][Batch 1209], Speed: 173.457 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.335 [Epoch 26][Batch 1219], Speed: 155.052 samples/sec, LR=0.000375, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.335 [Epoch 26] Training cost: 752.404, WHL1=0.308, CenterRegL1=0.230, HeatmapFocal=2.335 [Epoch 27][Batch 9], Speed: 168.846 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.335 [Epoch 27][Batch 19], Speed: 152.579 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.335 [Epoch 27][Batch 29], Speed: 154.467 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.334 [Epoch 27][Batch 39], Speed: 167.545 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.334 [Epoch 27][Batch 49], Speed: 166.813 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.229, HeatmapFocal=2.334 [Epoch 27][Batch 59], Speed: 150.018 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.334 [Epoch 27][Batch 69], Speed: 169.974 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.333 [Epoch 27][Batch 79], Speed: 159.107 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.333 [Epoch 27][Batch 89], Speed: 166.325 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.333 [Epoch 27][Batch 99], Speed: 167.203 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.333 [Epoch 27][Batch 109], Speed: 176.292 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.332 [Epoch 27][Batch 119], Speed: 158.710 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.332 [Epoch 27][Batch 129], Speed: 157.053 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.332 [Epoch 27][Batch 139], Speed: 156.660 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.332 [Epoch 27][Batch 149], Speed: 160.052 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.332 [Epoch 27][Batch 159], Speed: 151.392 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.331 [Epoch 27][Batch 169], Speed: 162.906 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.331 [Epoch 27][Batch 179], Speed: 157.644 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.331 [Epoch 27][Batch 189], Speed: 157.263 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.331 [Epoch 27][Batch 199], Speed: 154.503 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.330 [Epoch 27][Batch 209], Speed: 155.583 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.330 [Epoch 27][Batch 219], Speed: 163.103 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.330 [Epoch 27][Batch 229], Speed: 163.505 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.330 [Epoch 27][Batch 239], Speed: 146.797 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.330 [Epoch 27][Batch 249], Speed: 161.601 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.329 [Epoch 27][Batch 259], Speed: 158.884 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.329 [Epoch 27][Batch 269], Speed: 156.729 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.329 [Epoch 27][Batch 279], Speed: 162.572 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.329 [Epoch 27][Batch 289], Speed: 161.420 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.328 [Epoch 27][Batch 299], Speed: 147.553 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.328 [Epoch 27][Batch 309], Speed: 170.776 samples/sec, LR=0.000375, WHL1=0.301, CenterRegL1=0.229, HeatmapFocal=2.328 [Epoch 27][Batch 319], Speed: 151.929 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.229, HeatmapFocal=2.328 [Epoch 27][Batch 329], Speed: 149.448 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.328 [Epoch 27][Batch 339], Speed: 159.592 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.327 [Epoch 27][Batch 349], Speed: 166.115 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.327 [Epoch 27][Batch 359], Speed: 154.406 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.327 [Epoch 27][Batch 369], Speed: 168.796 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.327 [Epoch 27][Batch 379], Speed: 161.012 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.326 [Epoch 27][Batch 389], Speed: 142.634 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.326 [Epoch 27][Batch 399], Speed: 167.034 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.326 [Epoch 27][Batch 409], Speed: 164.004 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.326 [Epoch 27][Batch 419], Speed: 169.071 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.326 [Epoch 27][Batch 429], Speed: 169.532 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.325 [Epoch 27][Batch 439], Speed: 163.157 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.325 [Epoch 27][Batch 449], Speed: 144.826 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.325 [Epoch 27][Batch 459], Speed: 161.698 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.325 [Epoch 27][Batch 469], Speed: 173.679 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.325 [Epoch 27][Batch 479], Speed: 149.128 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.324 [Epoch 27][Batch 489], Speed: 166.814 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.324 [Epoch 27][Batch 499], Speed: 156.052 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.324 [Epoch 27][Batch 509], Speed: 141.050 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.324 [Epoch 27][Batch 519], Speed: 161.295 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.323 [Epoch 27][Batch 529], Speed: 167.560 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.323 [Epoch 27][Batch 539], Speed: 155.214 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.323 [Epoch 27][Batch 549], Speed: 163.925 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.323 [Epoch 27][Batch 559], Speed: 153.927 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.323 [Epoch 27][Batch 569], Speed: 161.323 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.322 [Epoch 27][Batch 579], Speed: 172.531 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.322 [Epoch 27][Batch 589], Speed: 177.135 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.322 [Epoch 27][Batch 599], Speed: 172.523 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.322 [Epoch 27][Batch 609], Speed: 165.735 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.321 [Epoch 27][Batch 619], Speed: 158.530 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.321 [Epoch 27][Batch 629], Speed: 156.100 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.321 [Epoch 27][Batch 639], Speed: 168.842 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.321 [Epoch 27][Batch 649], Speed: 171.226 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.230, HeatmapFocal=2.321 [Epoch 27][Batch 659], Speed: 159.404 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.320 [Epoch 27][Batch 669], Speed: 172.028 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.320 [Epoch 27][Batch 679], Speed: 152.729 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.320 [Epoch 27][Batch 689], Speed: 161.391 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.320 [Epoch 27][Batch 699], Speed: 159.355 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.320 [Epoch 27][Batch 709], Speed: 172.559 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.319 [Epoch 27][Batch 719], Speed: 169.870 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.319 [Epoch 27][Batch 729], Speed: 171.281 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.319 [Epoch 27][Batch 739], Speed: 153.809 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.319 [Epoch 27][Batch 749], Speed: 144.183 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.319 [Epoch 27][Batch 759], Speed: 148.649 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.318 [Epoch 27][Batch 769], Speed: 156.679 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.318 [Epoch 27][Batch 779], Speed: 169.057 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.318 [Epoch 27][Batch 789], Speed: 170.656 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.318 [Epoch 27][Batch 799], Speed: 149.002 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.317 [Epoch 27][Batch 809], Speed: 155.750 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.317 [Epoch 27][Batch 819], Speed: 168.446 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.317 [Epoch 27][Batch 829], Speed: 158.764 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.317 [Epoch 27][Batch 839], Speed: 165.294 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.317 [Epoch 27][Batch 849], Speed: 170.317 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.316 [Epoch 27][Batch 859], Speed: 143.507 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.316 [Epoch 27][Batch 869], Speed: 150.594 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.316 [Epoch 27][Batch 879], Speed: 169.806 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.316 [Epoch 27][Batch 889], Speed: 158.489 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.316 [Epoch 27][Batch 899], Speed: 152.861 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.315 [Epoch 27][Batch 909], Speed: 172.068 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.315 [Epoch 27][Batch 919], Speed: 166.581 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.315 [Epoch 27][Batch 929], Speed: 163.685 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.315 [Epoch 27][Batch 939], Speed: 170.856 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.314 [Epoch 27][Batch 949], Speed: 153.683 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.314 [Epoch 27][Batch 959], Speed: 156.328 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.314 [Epoch 27][Batch 969], Speed: 169.452 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.314 [Epoch 27][Batch 979], Speed: 142.969 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.314 [Epoch 27][Batch 989], Speed: 153.238 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.230, HeatmapFocal=2.313 [Epoch 27][Batch 999], Speed: 164.638 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.313 [Epoch 27][Batch 1009], Speed: 172.325 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.230, HeatmapFocal=2.313 [Epoch 27][Batch 1019], Speed: 149.447 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.313 [Epoch 27][Batch 1029], Speed: 160.531 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.313 [Epoch 27][Batch 1039], Speed: 156.075 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.312 [Epoch 27][Batch 1049], Speed: 162.927 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.312 [Epoch 27][Batch 1059], Speed: 171.878 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.312 [Epoch 27][Batch 1069], Speed: 150.073 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.312 [Epoch 27][Batch 1079], Speed: 145.299 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.312 [Epoch 27][Batch 1089], Speed: 170.577 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.311 [Epoch 27][Batch 1099], Speed: 157.809 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.311 [Epoch 27][Batch 1109], Speed: 156.518 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.311 [Epoch 27][Batch 1119], Speed: 150.666 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.311 [Epoch 27][Batch 1129], Speed: 152.807 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.311 [Epoch 27][Batch 1139], Speed: 153.237 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.310 [Epoch 27][Batch 1149], Speed: 161.863 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.310 [Epoch 27][Batch 1159], Speed: 175.673 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.310 [Epoch 27][Batch 1169], Speed: 153.436 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.310 [Epoch 27][Batch 1179], Speed: 152.588 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.309 [Epoch 27][Batch 1189], Speed: 169.230 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.309 [Epoch 27][Batch 1199], Speed: 168.856 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.309 [Epoch 27][Batch 1209], Speed: 158.474 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.309 [Epoch 27][Batch 1219], Speed: 177.787 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.309 [Epoch 27] Training cost: 747.456, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.309 [Epoch 28][Batch 9], Speed: 167.519 samples/sec, LR=0.000375, WHL1=0.303, CenterRegL1=0.229, HeatmapFocal=2.308 [Epoch 28][Batch 19], Speed: 156.966 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.229, HeatmapFocal=2.308 [Epoch 28][Batch 29], Speed: 156.628 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.308 [Epoch 28][Batch 39], Speed: 155.553 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.308 [Epoch 28][Batch 49], Speed: 158.695 samples/sec, LR=0.000375, WHL1=0.302, CenterRegL1=0.229, HeatmapFocal=2.308 [Epoch 28][Batch 59], Speed: 166.976 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.307 [Epoch 28][Batch 69], Speed: 155.663 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.307 [Epoch 28][Batch 79], Speed: 153.804 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.307 [Epoch 28][Batch 89], Speed: 146.891 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.307 [Epoch 28][Batch 99], Speed: 160.793 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.306 [Epoch 28][Batch 109], Speed: 156.599 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.306 [Epoch 28][Batch 119], Speed: 169.595 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.306 [Epoch 28][Batch 129], Speed: 164.540 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.306 [Epoch 28][Batch 139], Speed: 143.780 samples/sec, LR=0.000375, WHL1=0.307, CenterRegL1=0.229, HeatmapFocal=2.306 [Epoch 28][Batch 149], Speed: 155.375 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.305 [Epoch 28][Batch 159], Speed: 158.830 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.305 [Epoch 28][Batch 169], Speed: 157.913 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.305 [Epoch 28][Batch 179], Speed: 152.738 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.305 [Epoch 28][Batch 189], Speed: 167.337 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.228, HeatmapFocal=2.305 [Epoch 28][Batch 199], Speed: 155.061 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.228, HeatmapFocal=2.304 [Epoch 28][Batch 209], Speed: 145.545 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.304 [Epoch 28][Batch 219], Speed: 152.909 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.304 [Epoch 28][Batch 229], Speed: 156.529 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.304 [Epoch 28][Batch 239], Speed: 151.670 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.304 [Epoch 28][Batch 249], Speed: 168.923 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.303 [Epoch 28][Batch 259], Speed: 149.959 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.303 [Epoch 28][Batch 269], Speed: 148.267 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.303 [Epoch 28][Batch 279], Speed: 150.214 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.303 [Epoch 28][Batch 289], Speed: 155.588 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.302 [Epoch 28][Batch 299], Speed: 136.351 samples/sec, LR=0.000375, WHL1=0.306, CenterRegL1=0.229, HeatmapFocal=2.302 [Epoch 28][Batch 309], Speed: 169.625 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.302 [Epoch 28][Batch 319], Speed: 154.129 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.302 [Epoch 28][Batch 329], Speed: 160.620 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.302 [Epoch 28][Batch 339], Speed: 163.411 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.301 [Epoch 28][Batch 349], Speed: 157.376 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.301 [Epoch 28][Batch 359], Speed: 169.431 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.301 [Epoch 28][Batch 369], Speed: 171.185 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.301 [Epoch 28][Batch 379], Speed: 144.431 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.301 [Epoch 28][Batch 389], Speed: 162.319 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.300 [Epoch 28][Batch 399], Speed: 158.538 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.300 [Epoch 28][Batch 409], Speed: 165.488 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.300 [Epoch 28][Batch 419], Speed: 167.956 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.300 [Epoch 28][Batch 429], Speed: 164.813 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.300 [Epoch 28][Batch 439], Speed: 161.087 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.299 [Epoch 28][Batch 449], Speed: 160.687 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.299 [Epoch 28][Batch 459], Speed: 168.056 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.299 [Epoch 28][Batch 469], Speed: 160.995 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.299 [Epoch 28][Batch 479], Speed: 163.522 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.299 [Epoch 28][Batch 489], Speed: 172.523 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.298 [Epoch 28][Batch 499], Speed: 150.039 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.298 [Epoch 28][Batch 509], Speed: 170.815 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.298 [Epoch 28][Batch 519], Speed: 146.482 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.298 [Epoch 28][Batch 529], Speed: 146.775 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.298 [Epoch 28][Batch 539], Speed: 155.591 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.297 [Epoch 28][Batch 549], Speed: 169.739 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.297 [Epoch 28][Batch 559], Speed: 149.537 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.297 [Epoch 28][Batch 569], Speed: 159.446 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.297 [Epoch 28][Batch 579], Speed: 168.774 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.297 [Epoch 28][Batch 589], Speed: 154.353 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.296 [Epoch 28][Batch 599], Speed: 167.030 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.296 [Epoch 28][Batch 609], Speed: 169.923 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.296 [Epoch 28][Batch 619], Speed: 136.978 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.296 [Epoch 28][Batch 629], Speed: 149.297 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.296 [Epoch 28][Batch 639], Speed: 160.425 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.295 [Epoch 28][Batch 649], Speed: 159.200 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.295 [Epoch 28][Batch 659], Speed: 152.923 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.295 [Epoch 28][Batch 669], Speed: 171.628 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.295 [Epoch 28][Batch 679], Speed: 151.931 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.295 [Epoch 28][Batch 689], Speed: 151.207 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.294 [Epoch 28][Batch 699], Speed: 165.655 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.294 [Epoch 28][Batch 709], Speed: 148.668 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.294 [Epoch 28][Batch 719], Speed: 154.902 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.294 [Epoch 28][Batch 729], Speed: 169.947 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.294 [Epoch 28][Batch 739], Speed: 152.332 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.293 [Epoch 28][Batch 749], Speed: 157.488 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.293 [Epoch 28][Batch 759], Speed: 167.306 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.293 [Epoch 28][Batch 769], Speed: 153.432 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.293 [Epoch 28][Batch 779], Speed: 164.645 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.292 [Epoch 28][Batch 789], Speed: 163.103 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.292 [Epoch 28][Batch 799], Speed: 157.043 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.292 [Epoch 28][Batch 809], Speed: 158.272 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.292 [Epoch 28][Batch 819], Speed: 166.960 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.292 [Epoch 28][Batch 829], Speed: 166.398 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.292 [Epoch 28][Batch 839], Speed: 165.792 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.291 [Epoch 28][Batch 849], Speed: 174.713 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.291 [Epoch 28][Batch 859], Speed: 160.759 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.291 [Epoch 28][Batch 869], Speed: 163.346 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.291 [Epoch 28][Batch 879], Speed: 160.803 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.291 [Epoch 28][Batch 889], Speed: 165.312 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.290 [Epoch 28][Batch 899], Speed: 157.689 samples/sec, LR=0.000375, WHL1=0.305, CenterRegL1=0.229, HeatmapFocal=2.290 [Epoch 28][Batch 909], Speed: 168.001 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.290 [Epoch 28][Batch 919], Speed: 153.369 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.290 [Epoch 28][Batch 929], Speed: 160.915 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.290 [Epoch 28][Batch 939], Speed: 171.165 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.289 [Epoch 28][Batch 949], Speed: 157.566 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.289 [Epoch 28][Batch 959], Speed: 155.674 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.289 [Epoch 28][Batch 969], Speed: 173.848 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.289 [Epoch 28][Batch 979], Speed: 156.098 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.289 [Epoch 28][Batch 989], Speed: 165.450 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.288 [Epoch 28][Batch 999], Speed: 165.520 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.288 [Epoch 28][Batch 1009], Speed: 157.104 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.288 [Epoch 28][Batch 1019], Speed: 165.994 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.288 [Epoch 28][Batch 1029], Speed: 165.439 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.288 [Epoch 28][Batch 1039], Speed: 148.405 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.287 [Epoch 28][Batch 1049], Speed: 157.196 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.287 [Epoch 28][Batch 1059], Speed: 159.918 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.287 [Epoch 28][Batch 1069], Speed: 168.517 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.287 [Epoch 28][Batch 1079], Speed: 161.283 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.287 [Epoch 28][Batch 1089], Speed: 169.458 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.286 [Epoch 28][Batch 1099], Speed: 158.116 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.286 [Epoch 28][Batch 1109], Speed: 160.830 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.286 [Epoch 28][Batch 1119], Speed: 164.373 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.286 [Epoch 28][Batch 1129], Speed: 168.618 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.286 [Epoch 28][Batch 1139], Speed: 156.738 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.285 [Epoch 28][Batch 1149], Speed: 165.169 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.285 [Epoch 28][Batch 1159], Speed: 168.538 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.285 [Epoch 28][Batch 1169], Speed: 159.249 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.285 [Epoch 28][Batch 1179], Speed: 154.769 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.285 [Epoch 28][Batch 1189], Speed: 161.396 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.284 [Epoch 28][Batch 1199], Speed: 162.284 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.284 [Epoch 28][Batch 1209], Speed: 178.694 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.284 [Epoch 28][Batch 1219], Speed: 178.136 samples/sec, LR=0.000375, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.284 [Epoch 28] Training cost: 750.394, WHL1=0.304, CenterRegL1=0.229, HeatmapFocal=2.284 [Epoch 29][Batch 9], Speed: 175.653 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.230, HeatmapFocal=2.284 [Epoch 29][Batch 19], Speed: 145.023 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.283 [Epoch 29][Batch 29], Speed: 163.940 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.283 [Epoch 29][Batch 39], Speed: 164.337 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.228, HeatmapFocal=2.283 [Epoch 29][Batch 49], Speed: 160.694 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.283 [Epoch 29][Batch 59], Speed: 160.927 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.283 [Epoch 29][Batch 69], Speed: 166.322 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.282 [Epoch 29][Batch 79], Speed: 153.561 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.282 [Epoch 29][Batch 89], Speed: 160.955 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.282 [Epoch 29][Batch 99], Speed: 155.259 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.282 [Epoch 29][Batch 109], Speed: 164.522 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.282 [Epoch 29][Batch 119], Speed: 158.948 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.281 [Epoch 29][Batch 129], Speed: 160.953 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.281 [Epoch 29][Batch 139], Speed: 153.516 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.281 [Epoch 29][Batch 149], Speed: 152.710 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.281 [Epoch 29][Batch 159], Speed: 154.740 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.281 [Epoch 29][Batch 169], Speed: 155.216 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.280 [Epoch 29][Batch 179], Speed: 151.238 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.280 [Epoch 29][Batch 189], Speed: 161.609 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.280 [Epoch 29][Batch 199], Speed: 143.659 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.280 [Epoch 29][Batch 209], Speed: 150.006 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.280 [Epoch 29][Batch 219], Speed: 157.027 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.279 [Epoch 29][Batch 229], Speed: 155.998 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.279 [Epoch 29][Batch 239], Speed: 148.707 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.279 [Epoch 29][Batch 249], Speed: 161.861 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.279 [Epoch 29][Batch 259], Speed: 151.709 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.279 [Epoch 29][Batch 269], Speed: 156.745 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.278 [Epoch 29][Batch 279], Speed: 150.947 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.278 [Epoch 29][Batch 289], Speed: 161.460 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.278 [Epoch 29][Batch 299], Speed: 160.999 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.278 [Epoch 29][Batch 309], Speed: 157.282 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.278 [Epoch 29][Batch 319], Speed: 159.508 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.277 [Epoch 29][Batch 329], Speed: 161.092 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.277 [Epoch 29][Batch 339], Speed: 165.213 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.277 [Epoch 29][Batch 349], Speed: 165.337 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.277 [Epoch 29][Batch 359], Speed: 154.015 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.277 [Epoch 29][Batch 369], Speed: 169.700 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.276 [Epoch 29][Batch 379], Speed: 152.353 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.276 [Epoch 29][Batch 389], Speed: 163.170 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.276 [Epoch 29][Batch 399], Speed: 134.861 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.228, HeatmapFocal=2.276 [Epoch 29][Batch 409], Speed: 163.344 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.276 [Epoch 29][Batch 419], Speed: 151.025 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.275 [Epoch 29][Batch 429], Speed: 169.817 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.275 [Epoch 29][Batch 439], Speed: 166.325 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.275 [Epoch 29][Batch 449], Speed: 164.721 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.275 [Epoch 29][Batch 459], Speed: 160.889 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.275 [Epoch 29][Batch 469], Speed: 154.668 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.274 [Epoch 29][Batch 479], Speed: 163.611 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.274 [Epoch 29][Batch 489], Speed: 172.717 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.274 [Epoch 29][Batch 499], Speed: 165.027 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.274 [Epoch 29][Batch 509], Speed: 144.768 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.274 [Epoch 29][Batch 519], Speed: 150.426 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.273 [Epoch 29][Batch 529], Speed: 159.377 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.273 [Epoch 29][Batch 539], Speed: 161.715 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.273 [Epoch 29][Batch 549], Speed: 171.986 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.273 [Epoch 29][Batch 559], Speed: 149.707 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.273 [Epoch 29][Batch 569], Speed: 152.925 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.272 [Epoch 29][Batch 579], Speed: 160.962 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.272 [Epoch 29][Batch 589], Speed: 150.781 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.272 [Epoch 29][Batch 599], Speed: 162.545 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.272 [Epoch 29][Batch 609], Speed: 156.123 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.272 [Epoch 29][Batch 619], Speed: 164.069 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.229, HeatmapFocal=2.272 [Epoch 29][Batch 629], Speed: 152.208 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.271 [Epoch 29][Batch 639], Speed: 149.029 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.271 [Epoch 29][Batch 649], Speed: 156.134 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.271 [Epoch 29][Batch 659], Speed: 152.598 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.271 [Epoch 29][Batch 669], Speed: 154.179 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.271 [Epoch 29][Batch 679], Speed: 149.339 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.270 [Epoch 29][Batch 689], Speed: 150.617 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.270 [Epoch 29][Batch 699], Speed: 144.554 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.270 [Epoch 29][Batch 709], Speed: 157.873 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.270 [Epoch 29][Batch 719], Speed: 157.776 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.270 [Epoch 29][Batch 729], Speed: 169.704 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.269 [Epoch 29][Batch 739], Speed: 146.354 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.269 [Epoch 29][Batch 749], Speed: 146.260 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.269 [Epoch 29][Batch 759], Speed: 142.868 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.269 [Epoch 29][Batch 769], Speed: 164.410 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.269 [Epoch 29][Batch 779], Speed: 160.785 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.268 [Epoch 29][Batch 789], Speed: 166.874 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.268 [Epoch 29][Batch 799], Speed: 157.506 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.268 [Epoch 29][Batch 809], Speed: 156.051 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.268 [Epoch 29][Batch 819], Speed: 148.568 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.268 [Epoch 29][Batch 829], Speed: 158.451 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.267 [Epoch 29][Batch 839], Speed: 163.589 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.267 [Epoch 29][Batch 849], Speed: 165.151 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.267 [Epoch 29][Batch 859], Speed: 143.756 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.267 [Epoch 29][Batch 869], Speed: 151.542 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.267 [Epoch 29][Batch 879], Speed: 153.103 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.267 [Epoch 29][Batch 889], Speed: 157.009 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.266 [Epoch 29][Batch 899], Speed: 153.515 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.266 [Epoch 29][Batch 909], Speed: 173.383 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.266 [Epoch 29][Batch 919], Speed: 144.630 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.266 [Epoch 29][Batch 929], Speed: 160.483 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.266 [Epoch 29][Batch 939], Speed: 153.795 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.265 [Epoch 29][Batch 949], Speed: 164.420 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.265 [Epoch 29][Batch 959], Speed: 150.163 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.265 [Epoch 29][Batch 969], Speed: 163.124 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.265 [Epoch 29][Batch 979], Speed: 154.316 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.265 [Epoch 29][Batch 989], Speed: 150.202 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.264 [Epoch 29][Batch 999], Speed: 132.369 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.264 [Epoch 29][Batch 1009], Speed: 163.361 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.264 [Epoch 29][Batch 1019], Speed: 144.141 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.264 [Epoch 29][Batch 1029], Speed: 159.557 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.264 [Epoch 29][Batch 1039], Speed: 154.577 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.264 [Epoch 29][Batch 1049], Speed: 138.626 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.263 [Epoch 29][Batch 1059], Speed: 155.074 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.263 [Epoch 29][Batch 1069], Speed: 148.636 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.263 [Epoch 29][Batch 1079], Speed: 155.991 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.263 [Epoch 29][Batch 1089], Speed: 163.487 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.263 [Epoch 29][Batch 1099], Speed: 153.924 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.262 [Epoch 29][Batch 1109], Speed: 149.810 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.262 [Epoch 29][Batch 1119], Speed: 173.095 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.262 [Epoch 29][Batch 1129], Speed: 183.384 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.262 [Epoch 29][Batch 1139], Speed: 158.899 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.262 [Epoch 29][Batch 1149], Speed: 160.533 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.261 [Epoch 29][Batch 1159], Speed: 161.623 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.261 [Epoch 29][Batch 1169], Speed: 155.153 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.261 [Epoch 29][Batch 1179], Speed: 156.223 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.261 [Epoch 29][Batch 1189], Speed: 159.038 samples/sec, LR=0.000375, WHL1=0.299, CenterRegL1=0.229, HeatmapFocal=2.261 [Epoch 29][Batch 1199], Speed: 173.282 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.261 [Epoch 29][Batch 1209], Speed: 171.250 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.260 [Epoch 29][Batch 1219], Speed: 154.526 samples/sec, LR=0.000375, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.260 [Epoch 29] Training cost: 753.741, WHL1=0.300, CenterRegL1=0.229, HeatmapFocal=2.260 [Epoch 30][Batch 9], Speed: 157.460 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.229, HeatmapFocal=2.260 [Epoch 30][Batch 19], Speed: 154.694 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.230, HeatmapFocal=2.260 [Epoch 30][Batch 29], Speed: 153.215 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.229, HeatmapFocal=2.260 [Epoch 30][Batch 39], Speed: 151.733 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.259 [Epoch 30][Batch 49], Speed: 168.610 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.259 [Epoch 30][Batch 59], Speed: 163.464 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.259 [Epoch 30][Batch 69], Speed: 170.767 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.259 [Epoch 30][Batch 79], Speed: 163.529 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.259 [Epoch 30][Batch 89], Speed: 158.986 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.258 [Epoch 30][Batch 99], Speed: 149.868 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.258 [Epoch 30][Batch 109], Speed: 154.770 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.258 [Epoch 30][Batch 119], Speed: 162.147 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.258 [Epoch 30][Batch 129], Speed: 163.334 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.258 [Epoch 30][Batch 139], Speed: 155.337 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.257 [Epoch 30][Batch 149], Speed: 152.588 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.257 [Epoch 30][Batch 159], Speed: 162.738 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.257 [Epoch 30][Batch 169], Speed: 158.344 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.257 [Epoch 30][Batch 179], Speed: 147.528 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.257 [Epoch 30][Batch 189], Speed: 172.059 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.257 [Epoch 30][Batch 199], Speed: 155.274 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.256 [Epoch 30][Batch 209], Speed: 151.296 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.256 [Epoch 30][Batch 219], Speed: 169.946 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.256 [Epoch 30][Batch 229], Speed: 158.803 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.256 [Epoch 30][Batch 239], Speed: 153.792 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.256 [Epoch 30][Batch 249], Speed: 170.319 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.255 [Epoch 30][Batch 259], Speed: 157.795 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.255 [Epoch 30][Batch 269], Speed: 160.568 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.255 [Epoch 30][Batch 279], Speed: 162.782 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.255 [Epoch 30][Batch 289], Speed: 146.641 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.255 [Epoch 30][Batch 299], Speed: 144.594 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.254 [Epoch 30][Batch 309], Speed: 173.791 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.254 [Epoch 30][Batch 319], Speed: 144.455 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.254 [Epoch 30][Batch 329], Speed: 147.282 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.254 [Epoch 30][Batch 339], Speed: 166.373 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.254 [Epoch 30][Batch 349], Speed: 166.830 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.254 [Epoch 30][Batch 359], Speed: 153.981 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.253 [Epoch 30][Batch 369], Speed: 164.322 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.253 [Epoch 30][Batch 379], Speed: 147.778 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.253 [Epoch 30][Batch 389], Speed: 161.267 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.253 [Epoch 30][Batch 399], Speed: 159.389 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.253 [Epoch 30][Batch 409], Speed: 164.265 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.252 [Epoch 30][Batch 419], Speed: 149.318 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.252 [Epoch 30][Batch 429], Speed: 162.861 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.252 [Epoch 30][Batch 439], Speed: 162.578 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.252 [Epoch 30][Batch 449], Speed: 165.203 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.252 [Epoch 30][Batch 459], Speed: 165.832 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.251 [Epoch 30][Batch 469], Speed: 150.056 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.251 [Epoch 30][Batch 479], Speed: 145.022 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.251 [Epoch 30][Batch 489], Speed: 172.568 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.251 [Epoch 30][Batch 499], Speed: 159.849 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.251 [Epoch 30][Batch 509], Speed: 153.443 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.251 [Epoch 30][Batch 519], Speed: 161.943 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.250 [Epoch 30][Batch 529], Speed: 158.445 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.250 [Epoch 30][Batch 539], Speed: 156.643 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.250 [Epoch 30][Batch 549], Speed: 168.342 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.250 [Epoch 30][Batch 559], Speed: 167.407 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.250 [Epoch 30][Batch 569], Speed: 159.971 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.249 [Epoch 30][Batch 579], Speed: 170.458 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.249 [Epoch 30][Batch 589], Speed: 162.192 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.249 [Epoch 30][Batch 599], Speed: 152.764 samples/sec, LR=0.000375, WHL1=0.298, CenterRegL1=0.228, HeatmapFocal=2.249 [Epoch 30][Batch 609], Speed: 171.818 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.249 [Epoch 30][Batch 619], Speed: 151.213 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.249 [Epoch 30][Batch 629], Speed: 162.549 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.248 [Epoch 30][Batch 639], Speed: 167.487 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.248 [Epoch 30][Batch 649], Speed: 141.177 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.248 [Epoch 30][Batch 659], Speed: 159.540 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.248 [Epoch 30][Batch 669], Speed: 175.086 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.248 [Epoch 30][Batch 679], Speed: 166.335 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.247 [Epoch 30][Batch 689], Speed: 154.076 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.247 [Epoch 30][Batch 699], Speed: 153.176 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.247 [Epoch 30][Batch 709], Speed: 161.891 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.247 [Epoch 30][Batch 719], Speed: 145.133 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.247 [Epoch 30][Batch 729], Speed: 148.182 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.247 [Epoch 30][Batch 739], Speed: 155.334 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.246 [Epoch 30][Batch 749], Speed: 163.602 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.246 [Epoch 30][Batch 759], Speed: 159.638 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.246 [Epoch 30][Batch 769], Speed: 155.181 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.246 [Epoch 30][Batch 779], Speed: 151.280 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.246 [Epoch 30][Batch 789], Speed: 171.429 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.245 [Epoch 30][Batch 799], Speed: 152.770 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.245 [Epoch 30][Batch 809], Speed: 166.530 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.245 [Epoch 30][Batch 819], Speed: 167.161 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.245 [Epoch 30][Batch 829], Speed: 157.275 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.245 [Epoch 30][Batch 839], Speed: 152.542 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.245 [Epoch 30][Batch 849], Speed: 172.764 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.244 [Epoch 30][Batch 859], Speed: 143.776 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.244 [Epoch 30][Batch 869], Speed: 146.889 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.244 [Epoch 30][Batch 879], Speed: 151.301 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.244 [Epoch 30][Batch 889], Speed: 158.435 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.244 [Epoch 30][Batch 899], Speed: 145.179 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.243 [Epoch 30][Batch 909], Speed: 163.767 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.243 [Epoch 30][Batch 919], Speed: 154.772 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.243 [Epoch 30][Batch 929], Speed: 149.702 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.243 [Epoch 30][Batch 939], Speed: 165.830 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.243 [Epoch 30][Batch 949], Speed: 152.300 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.243 [Epoch 30][Batch 959], Speed: 148.678 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.242 [Epoch 30][Batch 969], Speed: 162.375 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.242 [Epoch 30][Batch 979], Speed: 158.623 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.242 [Epoch 30][Batch 989], Speed: 154.771 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.242 [Epoch 30][Batch 999], Speed: 160.971 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.242 [Epoch 30][Batch 1009], Speed: 146.989 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.241 [Epoch 30][Batch 1019], Speed: 147.598 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.241 [Epoch 30][Batch 1029], Speed: 163.222 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.241 [Epoch 30][Batch 1039], Speed: 150.415 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.241 [Epoch 30][Batch 1049], Speed: 150.975 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.229, HeatmapFocal=2.241 [Epoch 30][Batch 1059], Speed: 167.855 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.241 [Epoch 30][Batch 1069], Speed: 165.626 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.240 [Epoch 30][Batch 1079], Speed: 152.214 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.240 [Epoch 30][Batch 1089], Speed: 175.355 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.240 [Epoch 30][Batch 1099], Speed: 159.977 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.240 [Epoch 30][Batch 1109], Speed: 159.367 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.240 [Epoch 30][Batch 1119], Speed: 172.985 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.240 [Epoch 30][Batch 1129], Speed: 153.035 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.239 [Epoch 30][Batch 1139], Speed: 169.497 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.239 [Epoch 30][Batch 1149], Speed: 173.287 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.239 [Epoch 30][Batch 1159], Speed: 154.220 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.239 [Epoch 30][Batch 1169], Speed: 150.998 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.239 [Epoch 30][Batch 1179], Speed: 177.525 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.238 [Epoch 30][Batch 1189], Speed: 165.175 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.238 [Epoch 30][Batch 1199], Speed: 163.754 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.238 [Epoch 30][Batch 1209], Speed: 158.613 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.238 [Epoch 30][Batch 1219], Speed: 162.798 samples/sec, LR=0.000375, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.238 [Epoch 30] Training cost: 750.337, WHL1=0.297, CenterRegL1=0.228, HeatmapFocal=2.238 [Epoch 30] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.252 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.425 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.261 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.081 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.283 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.391 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.241 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.365 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 ] = 0.129 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.403 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.581 person=37.5 bicycle=17.4 car=23.1 motorcycle=27.8 airplane=46.2 bus=49.0 train=44.7 truck=18.9 boat=11.6 traffic light=13.6 fire hydrant=51.3 stop sign=49.8 parking meter=33.2 bench=14.9 bird=19.4 cat=52.3 dog=45.6 horse=40.6 sheep=31.5 cow=35.4 elephant=46.6 bear=52.8 zebra=55.4 giraffe=55.7 backpack=5.3 umbrella=23.5 handbag=5.2 tie=12.7 suitcase=21.7 frisbee=35.4 skis=7.5 snowboard=14.6 sports ball=21.6 kite=22.9 baseball bat=12.6 baseball glove=19.2 skateboard=34.7 surfboard=18.1 tennis racket=25.8 bottle=18.8 wine glass=18.3 cup=22.3 fork=13.8 knife=5.2 spoon=3.9 bowl=23.8 banana=13.3 apple=7.4 sandwich=23.8 orange=20.4 broccoli=14.2 carrot=9.7 hot dog=20.0 pizza=35.3 donut=28.6 cake=22.0 chair=15.5 couch=28.3 potted plant=14.9 bed=23.8 dining table=14.8 toilet=50.1 tv=42.5 laptop=42.7 mouse=40.1 remote=9.2 keyboard=32.6 cell phone=16.8 microwave=38.9 oven=20.9 toaster=1.9 sink=22.6 refrigerator=36.8 book=2.4 clock=36.6 vase=23.6 scissors=13.6 teddy bear=29.7 hair drier=0.0 toothbrush=5.5 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =25.2 [Epoch 31][Batch 9], Speed: 154.518 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.229, HeatmapFocal=2.238 [Epoch 31][Batch 19], Speed: 157.655 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.230, HeatmapFocal=2.237 [Epoch 31][Batch 29], Speed: 150.519 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.229, HeatmapFocal=2.237 [Epoch 31][Batch 39], Speed: 167.791 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.237 [Epoch 31][Batch 49], Speed: 154.448 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.237 [Epoch 31][Batch 59], Speed: 150.982 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.237 [Epoch 31][Batch 69], Speed: 172.257 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.236 [Epoch 31][Batch 79], Speed: 166.523 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.236 [Epoch 31][Batch 89], Speed: 171.154 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.236 [Epoch 31][Batch 99], Speed: 154.554 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.236 [Epoch 31][Batch 109], Speed: 172.133 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.236 [Epoch 31][Batch 119], Speed: 153.288 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.236 [Epoch 31][Batch 129], Speed: 165.812 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.235 [Epoch 31][Batch 139], Speed: 153.442 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.235 [Epoch 31][Batch 149], Speed: 163.124 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.235 [Epoch 31][Batch 159], Speed: 169.789 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.235 [Epoch 31][Batch 169], Speed: 163.621 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.235 [Epoch 31][Batch 179], Speed: 164.698 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.234 [Epoch 31][Batch 189], Speed: 167.167 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.234 [Epoch 31][Batch 199], Speed: 149.301 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.234 [Epoch 31][Batch 209], Speed: 163.716 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.234 [Epoch 31][Batch 219], Speed: 158.732 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.234 [Epoch 31][Batch 229], Speed: 158.218 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.234 [Epoch 31][Batch 239], Speed: 160.124 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.233 [Epoch 31][Batch 249], Speed: 175.480 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.233 [Epoch 31][Batch 259], Speed: 148.841 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.233 [Epoch 31][Batch 269], Speed: 168.305 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.233 [Epoch 31][Batch 279], Speed: 160.010 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.233 [Epoch 31][Batch 289], Speed: 154.169 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.232 [Epoch 31][Batch 299], Speed: 163.541 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.232 [Epoch 31][Batch 309], Speed: 161.424 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.232 [Epoch 31][Batch 319], Speed: 157.187 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.232 [Epoch 31][Batch 329], Speed: 157.982 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.232 [Epoch 31][Batch 339], Speed: 165.988 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.232 [Epoch 31][Batch 349], Speed: 160.122 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.231 [Epoch 31][Batch 359], Speed: 161.800 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.231 [Epoch 31][Batch 369], Speed: 167.437 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.231 [Epoch 31][Batch 379], Speed: 149.723 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.231 [Epoch 31][Batch 389], Speed: 147.866 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.231 [Epoch 31][Batch 399], Speed: 160.870 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.231 [Epoch 31][Batch 409], Speed: 166.527 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.230 [Epoch 31][Batch 419], Speed: 159.590 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.230 [Epoch 31][Batch 429], Speed: 166.284 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.230 [Epoch 31][Batch 439], Speed: 157.273 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.230 [Epoch 31][Batch 449], Speed: 166.539 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.230 [Epoch 31][Batch 459], Speed: 162.329 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.229 [Epoch 31][Batch 469], Speed: 167.051 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.229 [Epoch 31][Batch 479], Speed: 163.890 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.229 [Epoch 31][Batch 489], Speed: 165.555 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.229 [Epoch 31][Batch 499], Speed: 149.064 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.229 [Epoch 31][Batch 509], Speed: 161.125 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.229 [Epoch 31][Batch 519], Speed: 167.178 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.228 [Epoch 31][Batch 529], Speed: 155.532 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.228 [Epoch 31][Batch 539], Speed: 156.759 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.228 [Epoch 31][Batch 549], Speed: 172.601 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.228 [Epoch 31][Batch 559], Speed: 160.383 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.228 [Epoch 31][Batch 569], Speed: 147.295 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.228 [Epoch 31][Batch 579], Speed: 154.060 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.227 [Epoch 31][Batch 589], Speed: 158.470 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.227 [Epoch 31][Batch 599], Speed: 157.266 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.227 [Epoch 31][Batch 609], Speed: 166.093 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.227 [Epoch 31][Batch 619], Speed: 153.040 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.227 [Epoch 31][Batch 629], Speed: 149.579 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.227 [Epoch 31][Batch 639], Speed: 165.715 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.226 [Epoch 31][Batch 649], Speed: 132.385 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.226 [Epoch 31][Batch 659], Speed: 162.410 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.226 [Epoch 31][Batch 669], Speed: 173.118 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.226 [Epoch 31][Batch 679], Speed: 160.754 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.226 [Epoch 31][Batch 689], Speed: 152.439 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.225 [Epoch 31][Batch 699], Speed: 163.143 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.225 [Epoch 31][Batch 709], Speed: 161.563 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.225 [Epoch 31][Batch 719], Speed: 149.724 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.225 [Epoch 31][Batch 729], Speed: 159.294 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.225 [Epoch 31][Batch 739], Speed: 146.976 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.225 [Epoch 31][Batch 749], Speed: 169.726 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.224 [Epoch 31][Batch 759], Speed: 165.815 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.224 [Epoch 31][Batch 769], Speed: 163.031 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.224 [Epoch 31][Batch 779], Speed: 138.659 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.224 [Epoch 31][Batch 789], Speed: 160.914 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.224 [Epoch 31][Batch 799], Speed: 137.351 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.224 [Epoch 31][Batch 809], Speed: 166.362 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.223 [Epoch 31][Batch 819], Speed: 163.975 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.223 [Epoch 31][Batch 829], Speed: 149.959 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.223 [Epoch 31][Batch 839], Speed: 141.041 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.223 [Epoch 31][Batch 849], Speed: 165.185 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.223 [Epoch 31][Batch 859], Speed: 141.613 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.223 [Epoch 31][Batch 869], Speed: 145.155 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.222 [Epoch 31][Batch 879], Speed: 156.909 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.222 [Epoch 31][Batch 889], Speed: 168.662 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.222 [Epoch 31][Batch 899], Speed: 150.783 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.222 [Epoch 31][Batch 909], Speed: 163.850 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.222 [Epoch 31][Batch 919], Speed: 158.496 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.222 [Epoch 31][Batch 929], Speed: 154.084 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.221 [Epoch 31][Batch 939], Speed: 159.540 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.221 [Epoch 31][Batch 949], Speed: 173.149 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.221 [Epoch 31][Batch 959], Speed: 161.240 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.221 [Epoch 31][Batch 969], Speed: 173.067 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.221 [Epoch 31][Batch 979], Speed: 150.176 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.221 [Epoch 31][Batch 989], Speed: 162.641 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.220 [Epoch 31][Batch 999], Speed: 161.596 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.220 [Epoch 31][Batch 1009], Speed: 163.709 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.220 [Epoch 31][Batch 1019], Speed: 163.671 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.220 [Epoch 31][Batch 1029], Speed: 171.195 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.220 [Epoch 31][Batch 1039], Speed: 153.049 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.220 [Epoch 31][Batch 1049], Speed: 157.802 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.219 [Epoch 31][Batch 1059], Speed: 159.321 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.219 [Epoch 31][Batch 1069], Speed: 151.844 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.219 [Epoch 31][Batch 1079], Speed: 156.545 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.219 [Epoch 31][Batch 1089], Speed: 169.589 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.219 [Epoch 31][Batch 1099], Speed: 137.707 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.219 [Epoch 31][Batch 1109], Speed: 177.288 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.218 [Epoch 31][Batch 1119], Speed: 163.552 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.218 [Epoch 31][Batch 1129], Speed: 160.003 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.218 [Epoch 31][Batch 1139], Speed: 169.436 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.218 [Epoch 31][Batch 1149], Speed: 143.680 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.218 [Epoch 31][Batch 1159], Speed: 177.471 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.218 [Epoch 31][Batch 1169], Speed: 168.290 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.217 [Epoch 31][Batch 1179], Speed: 162.308 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.217 [Epoch 31][Batch 1189], Speed: 168.105 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.217 [Epoch 31][Batch 1199], Speed: 177.350 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.217 [Epoch 31][Batch 1209], Speed: 148.001 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.217 [Epoch 31][Batch 1219], Speed: 160.125 samples/sec, LR=0.000375, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.217 [Epoch 31] Training cost: 752.716, WHL1=0.296, CenterRegL1=0.228, HeatmapFocal=2.217 [Epoch 32][Batch 9], Speed: 166.873 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.216 [Epoch 32][Batch 19], Speed: 163.862 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.216 [Epoch 32][Batch 29], Speed: 158.541 samples/sec, LR=0.000375, WHL1=0.295, CenterRegL1=0.228, HeatmapFocal=2.216 [Epoch 32][Batch 39], Speed: 145.926 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.216 [Epoch 32][Batch 49], Speed: 165.434 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.216 [Epoch 32][Batch 59], Speed: 136.115 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.216 [Epoch 32][Batch 69], Speed: 159.257 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.215 [Epoch 32][Batch 79], Speed: 155.161 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.215 [Epoch 32][Batch 89], Speed: 158.014 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.215 [Epoch 32][Batch 99], Speed: 145.606 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.215 [Epoch 32][Batch 109], Speed: 168.095 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.215 [Epoch 32][Batch 119], Speed: 158.320 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.214 [Epoch 32][Batch 129], Speed: 151.263 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.214 [Epoch 32][Batch 139], Speed: 155.276 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.214 [Epoch 32][Batch 149], Speed: 164.475 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.214 [Epoch 32][Batch 159], Speed: 163.516 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.214 [Epoch 32][Batch 169], Speed: 160.069 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.214 [Epoch 32][Batch 179], Speed: 160.256 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.213 [Epoch 32][Batch 189], Speed: 147.285 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.213 [Epoch 32][Batch 199], Speed: 159.194 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.213 [Epoch 32][Batch 209], Speed: 151.860 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.213 [Epoch 32][Batch 219], Speed: 164.801 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.213 [Epoch 32][Batch 229], Speed: 172.652 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.213 [Epoch 32][Batch 239], Speed: 147.629 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.212 [Epoch 32][Batch 249], Speed: 161.320 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.212 [Epoch 32][Batch 259], Speed: 163.312 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.212 [Epoch 32][Batch 269], Speed: 163.491 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.212 [Epoch 32][Batch 279], Speed: 152.827 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.212 [Epoch 32][Batch 289], Speed: 173.283 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.212 [Epoch 32][Batch 299], Speed: 162.480 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.211 [Epoch 32][Batch 309], Speed: 151.975 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.211 [Epoch 32][Batch 319], Speed: 163.749 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.211 [Epoch 32][Batch 329], Speed: 171.992 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.211 [Epoch 32][Batch 339], Speed: 167.550 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.211 [Epoch 32][Batch 349], Speed: 172.332 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.211 [Epoch 32][Batch 359], Speed: 159.038 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.210 [Epoch 32][Batch 369], Speed: 154.415 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.210 [Epoch 32][Batch 379], Speed: 165.936 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.210 [Epoch 32][Batch 389], Speed: 171.564 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.210 [Epoch 32][Batch 399], Speed: 159.737 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.210 [Epoch 32][Batch 409], Speed: 170.619 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.210 [Epoch 32][Batch 419], Speed: 163.836 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.209 [Epoch 32][Batch 429], Speed: 163.084 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.209 [Epoch 32][Batch 439], Speed: 151.300 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.209 [Epoch 32][Batch 449], Speed: 170.358 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.209 [Epoch 32][Batch 459], Speed: 144.807 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.209 [Epoch 32][Batch 469], Speed: 170.827 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.209 [Epoch 32][Batch 479], Speed: 153.182 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.208 [Epoch 32][Batch 489], Speed: 150.335 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.208 [Epoch 32][Batch 499], Speed: 146.242 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.208 [Epoch 32][Batch 509], Speed: 168.512 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.208 [Epoch 32][Batch 519], Speed: 162.131 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.208 [Epoch 32][Batch 529], Speed: 166.022 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.208 [Epoch 32][Batch 539], Speed: 150.581 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.207 [Epoch 32][Batch 549], Speed: 159.423 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.207 [Epoch 32][Batch 559], Speed: 150.188 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.207 [Epoch 32][Batch 569], Speed: 159.320 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.207 [Epoch 32][Batch 579], Speed: 159.466 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.207 [Epoch 32][Batch 589], Speed: 156.439 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.207 [Epoch 32][Batch 599], Speed: 153.140 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.206 [Epoch 32][Batch 609], Speed: 166.784 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.206 [Epoch 32][Batch 619], Speed: 151.024 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.206 [Epoch 32][Batch 629], Speed: 161.370 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.206 [Epoch 32][Batch 639], Speed: 164.612 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.206 [Epoch 32][Batch 649], Speed: 168.996 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.206 [Epoch 32][Batch 659], Speed: 159.509 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.205 [Epoch 32][Batch 669], Speed: 169.579 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.205 [Epoch 32][Batch 679], Speed: 158.323 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.205 [Epoch 32][Batch 689], Speed: 172.928 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.205 [Epoch 32][Batch 699], Speed: 160.731 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.205 [Epoch 32][Batch 709], Speed: 148.925 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.205 [Epoch 32][Batch 719], Speed: 165.557 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.204 [Epoch 32][Batch 729], Speed: 156.809 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.204 [Epoch 32][Batch 739], Speed: 141.149 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.204 [Epoch 32][Batch 749], Speed: 171.689 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.204 [Epoch 32][Batch 759], Speed: 154.838 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.204 [Epoch 32][Batch 769], Speed: 157.234 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.204 [Epoch 32][Batch 779], Speed: 145.751 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.203 [Epoch 32][Batch 789], Speed: 158.910 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.203 [Epoch 32][Batch 799], Speed: 144.499 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.203 [Epoch 32][Batch 809], Speed: 169.458 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.203 [Epoch 32][Batch 819], Speed: 163.396 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.203 [Epoch 32][Batch 829], Speed: 145.492 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.203 [Epoch 32][Batch 839], Speed: 152.627 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.202 [Epoch 32][Batch 849], Speed: 157.761 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.202 [Epoch 32][Batch 859], Speed: 152.455 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.202 [Epoch 32][Batch 869], Speed: 164.779 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.202 [Epoch 32][Batch 879], Speed: 154.879 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.202 [Epoch 32][Batch 889], Speed: 167.945 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.202 [Epoch 32][Batch 899], Speed: 162.698 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.201 [Epoch 32][Batch 909], Speed: 166.078 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.201 [Epoch 32][Batch 919], Speed: 151.041 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.201 [Epoch 32][Batch 929], Speed: 155.087 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.201 [Epoch 32][Batch 939], Speed: 155.533 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.201 [Epoch 32][Batch 949], Speed: 160.605 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.201 [Epoch 32][Batch 959], Speed: 151.753 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.201 [Epoch 32][Batch 969], Speed: 164.191 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.200 [Epoch 32][Batch 979], Speed: 158.145 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.200 [Epoch 32][Batch 989], Speed: 150.613 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.200 [Epoch 32][Batch 999], Speed: 162.781 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.200 [Epoch 32][Batch 1009], Speed: 163.678 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.200 [Epoch 32][Batch 1019], Speed: 152.599 samples/sec, LR=0.000375, WHL1=0.293, CenterRegL1=0.228, HeatmapFocal=2.200 [Epoch 32][Batch 1029], Speed: 163.030 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.199 [Epoch 32][Batch 1039], Speed: 151.353 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.199 [Epoch 32][Batch 1049], Speed: 162.099 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.199 [Epoch 32][Batch 1059], Speed: 165.753 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.199 [Epoch 32][Batch 1069], Speed: 154.183 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.199 [Epoch 32][Batch 1079], Speed: 157.545 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.199 [Epoch 32][Batch 1089], Speed: 158.733 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.199 [Epoch 32][Batch 1099], Speed: 159.232 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.198 [Epoch 32][Batch 1109], Speed: 159.540 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.198 [Epoch 32][Batch 1119], Speed: 177.256 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.198 [Epoch 32][Batch 1129], Speed: 181.390 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.198 [Epoch 32][Batch 1139], Speed: 164.641 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.198 [Epoch 32][Batch 1149], Speed: 168.300 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.198 [Epoch 32][Batch 1159], Speed: 149.690 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.197 [Epoch 32][Batch 1169], Speed: 154.834 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.197 [Epoch 32][Batch 1179], Speed: 154.785 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.197 [Epoch 32][Batch 1189], Speed: 156.927 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.197 [Epoch 32][Batch 1199], Speed: 158.250 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.197 [Epoch 32][Batch 1209], Speed: 157.712 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.197 [Epoch 32][Batch 1219], Speed: 154.258 samples/sec, LR=0.000375, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.196 [Epoch 32] Training cost: 753.966, WHL1=0.294, CenterRegL1=0.228, HeatmapFocal=2.196 [Epoch 33][Batch 9], Speed: 164.585 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.226, HeatmapFocal=2.196 [Epoch 33][Batch 19], Speed: 156.625 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.229, HeatmapFocal=2.196 [Epoch 33][Batch 29], Speed: 173.521 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.196 [Epoch 33][Batch 39], Speed: 159.939 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.196 [Epoch 33][Batch 49], Speed: 154.761 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.196 [Epoch 33][Batch 59], Speed: 159.474 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.195 [Epoch 33][Batch 69], Speed: 174.344 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.195 [Epoch 33][Batch 79], Speed: 164.556 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.195 [Epoch 33][Batch 89], Speed: 167.955 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.227, HeatmapFocal=2.195 [Epoch 33][Batch 99], Speed: 164.041 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.227, HeatmapFocal=2.195 [Epoch 33][Batch 109], Speed: 168.349 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.195 [Epoch 33][Batch 119], Speed: 149.502 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.194 [Epoch 33][Batch 129], Speed: 169.266 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.227, HeatmapFocal=2.194 [Epoch 33][Batch 139], Speed: 153.024 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.227, HeatmapFocal=2.194 [Epoch 33][Batch 149], Speed: 152.559 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.227, HeatmapFocal=2.194 [Epoch 33][Batch 159], Speed: 148.316 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.194 [Epoch 33][Batch 169], Speed: 154.853 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.194 [Epoch 33][Batch 179], Speed: 158.242 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.194 [Epoch 33][Batch 189], Speed: 170.484 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.227, HeatmapFocal=2.193 [Epoch 33][Batch 199], Speed: 149.540 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.227, HeatmapFocal=2.193 [Epoch 33][Batch 209], Speed: 171.526 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.227, HeatmapFocal=2.193 [Epoch 33][Batch 219], Speed: 156.105 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.227, HeatmapFocal=2.193 [Epoch 33][Batch 229], Speed: 157.457 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.227, HeatmapFocal=2.193 [Epoch 33][Batch 239], Speed: 140.035 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.227, HeatmapFocal=2.193 [Epoch 33][Batch 249], Speed: 166.183 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.227, HeatmapFocal=2.192 [Epoch 33][Batch 259], Speed: 158.919 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.227, HeatmapFocal=2.192 [Epoch 33][Batch 269], Speed: 142.683 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.227, HeatmapFocal=2.192 [Epoch 33][Batch 279], Speed: 144.215 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.227, HeatmapFocal=2.192 [Epoch 33][Batch 289], Speed: 159.994 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.227, HeatmapFocal=2.192 [Epoch 33][Batch 299], Speed: 155.296 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.227, HeatmapFocal=2.192 [Epoch 33][Batch 309], Speed: 163.255 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.227, HeatmapFocal=2.191 [Epoch 33][Batch 319], Speed: 164.869 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.227, HeatmapFocal=2.191 [Epoch 33][Batch 329], Speed: 168.116 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.191 [Epoch 33][Batch 339], Speed: 161.520 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.191 [Epoch 33][Batch 349], Speed: 165.730 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.227, HeatmapFocal=2.191 [Epoch 33][Batch 359], Speed: 152.951 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.191 [Epoch 33][Batch 369], Speed: 170.778 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.190 [Epoch 33][Batch 379], Speed: 150.762 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.227, HeatmapFocal=2.190 [Epoch 33][Batch 389], Speed: 171.455 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.227, HeatmapFocal=2.190 [Epoch 33][Batch 399], Speed: 159.489 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.190 [Epoch 33][Batch 409], Speed: 147.704 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.190 [Epoch 33][Batch 419], Speed: 138.391 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.190 [Epoch 33][Batch 429], Speed: 172.598 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.189 [Epoch 33][Batch 439], Speed: 158.202 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.189 [Epoch 33][Batch 449], Speed: 156.060 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.189 [Epoch 33][Batch 459], Speed: 153.606 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.189 [Epoch 33][Batch 469], Speed: 136.902 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.189 [Epoch 33][Batch 479], Speed: 154.420 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.189 [Epoch 33][Batch 489], Speed: 157.975 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.227, HeatmapFocal=2.189 [Epoch 33][Batch 499], Speed: 147.859 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.227, HeatmapFocal=2.188 [Epoch 33][Batch 509], Speed: 170.664 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.188 [Epoch 33][Batch 519], Speed: 154.343 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.188 [Epoch 33][Batch 529], Speed: 163.730 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.188 [Epoch 33][Batch 539], Speed: 157.614 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.188 [Epoch 33][Batch 549], Speed: 158.806 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.188 [Epoch 33][Batch 559], Speed: 147.273 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.187 [Epoch 33][Batch 569], Speed: 166.357 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.187 [Epoch 33][Batch 579], Speed: 165.843 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.187 [Epoch 33][Batch 589], Speed: 162.605 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.187 [Epoch 33][Batch 599], Speed: 155.449 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.187 [Epoch 33][Batch 609], Speed: 171.192 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.187 [Epoch 33][Batch 619], Speed: 154.069 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.187 [Epoch 33][Batch 629], Speed: 162.867 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.186 [Epoch 33][Batch 639], Speed: 159.683 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.186 [Epoch 33][Batch 649], Speed: 146.175 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.186 [Epoch 33][Batch 659], Speed: 164.374 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.186 [Epoch 33][Batch 669], Speed: 169.172 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.186 [Epoch 33][Batch 679], Speed: 143.268 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.186 [Epoch 33][Batch 689], Speed: 162.905 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.185 [Epoch 33][Batch 699], Speed: 157.003 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.185 [Epoch 33][Batch 709], Speed: 149.677 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.185 [Epoch 33][Batch 719], Speed: 153.772 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.185 [Epoch 33][Batch 729], Speed: 172.845 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.185 [Epoch 33][Batch 739], Speed: 148.046 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.185 [Epoch 33][Batch 749], Speed: 171.641 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.184 [Epoch 33][Batch 759], Speed: 145.349 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.184 [Epoch 33][Batch 769], Speed: 151.668 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.184 [Epoch 33][Batch 779], Speed: 157.529 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.184 [Epoch 33][Batch 789], Speed: 158.734 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.184 [Epoch 33][Batch 799], Speed: 148.919 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.184 [Epoch 33][Batch 809], Speed: 145.835 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.184 [Epoch 33][Batch 819], Speed: 152.659 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.183 [Epoch 33][Batch 829], Speed: 152.108 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.183 [Epoch 33][Batch 839], Speed: 160.517 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.183 [Epoch 33][Batch 849], Speed: 172.365 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.183 [Epoch 33][Batch 859], Speed: 142.635 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.183 [Epoch 33][Batch 869], Speed: 160.387 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.183 [Epoch 33][Batch 879], Speed: 154.698 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.182 [Epoch 33][Batch 889], Speed: 148.763 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.182 [Epoch 33][Batch 899], Speed: 147.039 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.182 [Epoch 33][Batch 909], Speed: 161.663 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.182 [Epoch 33][Batch 919], Speed: 164.089 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.182 [Epoch 33][Batch 929], Speed: 161.953 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.182 [Epoch 33][Batch 939], Speed: 151.324 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.182 [Epoch 33][Batch 949], Speed: 147.237 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.181 [Epoch 33][Batch 959], Speed: 150.966 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.181 [Epoch 33][Batch 969], Speed: 162.069 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.181 [Epoch 33][Batch 979], Speed: 141.561 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.181 [Epoch 33][Batch 989], Speed: 156.071 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.181 [Epoch 33][Batch 999], Speed: 139.976 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.181 [Epoch 33][Batch 1009], Speed: 158.228 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.181 [Epoch 33][Batch 1019], Speed: 164.110 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.180 [Epoch 33][Batch 1029], Speed: 173.399 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.180 [Epoch 33][Batch 1039], Speed: 148.281 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.180 [Epoch 33][Batch 1049], Speed: 162.959 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.180 [Epoch 33][Batch 1059], Speed: 148.601 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.180 [Epoch 33][Batch 1069], Speed: 149.525 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.180 [Epoch 33][Batch 1079], Speed: 160.069 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.179 [Epoch 33][Batch 1089], Speed: 168.205 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.179 [Epoch 33][Batch 1099], Speed: 163.474 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.179 [Epoch 33][Batch 1109], Speed: 154.777 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.179 [Epoch 33][Batch 1119], Speed: 154.045 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.179 [Epoch 33][Batch 1129], Speed: 151.861 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.179 [Epoch 33][Batch 1139], Speed: 144.573 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.179 [Epoch 33][Batch 1149], Speed: 172.844 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.178 [Epoch 33][Batch 1159], Speed: 154.537 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.178 [Epoch 33][Batch 1169], Speed: 155.225 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.178 [Epoch 33][Batch 1179], Speed: 168.700 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.178 [Epoch 33][Batch 1189], Speed: 155.251 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.178 [Epoch 33][Batch 1199], Speed: 163.396 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.178 [Epoch 33][Batch 1209], Speed: 163.528 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.177 [Epoch 33][Batch 1219], Speed: 157.155 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.177 [Epoch 33] Training cost: 752.667, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.177 [Epoch 34][Batch 9], Speed: 168.710 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.177 [Epoch 34][Batch 19], Speed: 160.835 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=2.177 [Epoch 34][Batch 29], Speed: 153.068 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=2.177 [Epoch 34][Batch 39], Speed: 145.849 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.177 [Epoch 34][Batch 49], Speed: 165.238 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.177 [Epoch 34][Batch 59], Speed: 161.163 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.227, HeatmapFocal=2.176 [Epoch 34][Batch 69], Speed: 166.706 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.227, HeatmapFocal=2.176 [Epoch 34][Batch 79], Speed: 155.666 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.227, HeatmapFocal=2.176 [Epoch 34][Batch 89], Speed: 153.966 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.176 [Epoch 34][Batch 99], Speed: 156.696 samples/sec, LR=0.000375, WHL1=0.292, CenterRegL1=0.228, HeatmapFocal=2.176 [Epoch 34][Batch 109], Speed: 159.586 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.176 [Epoch 34][Batch 119], Speed: 165.829 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.175 [Epoch 34][Batch 129], Speed: 163.994 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.175 [Epoch 34][Batch 139], Speed: 154.953 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.175 [Epoch 34][Batch 149], Speed: 160.672 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.175 [Epoch 34][Batch 159], Speed: 161.127 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.175 [Epoch 34][Batch 169], Speed: 150.656 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.175 [Epoch 34][Batch 179], Speed: 163.551 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.175 [Epoch 34][Batch 189], Speed: 167.898 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.174 [Epoch 34][Batch 199], Speed: 160.422 samples/sec, LR=0.000375, WHL1=0.288, CenterRegL1=0.228, HeatmapFocal=2.174 [Epoch 34][Batch 209], Speed: 172.277 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.174 [Epoch 34][Batch 219], Speed: 165.981 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.174 [Epoch 34][Batch 229], Speed: 162.457 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.174 [Epoch 34][Batch 239], Speed: 142.577 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.174 [Epoch 34][Batch 249], Speed: 155.884 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.173 [Epoch 34][Batch 259], Speed: 143.194 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.173 [Epoch 34][Batch 269], Speed: 170.005 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.173 [Epoch 34][Batch 279], Speed: 165.994 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.173 [Epoch 34][Batch 289], Speed: 154.905 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.173 [Epoch 34][Batch 299], Speed: 164.339 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.173 [Epoch 34][Batch 309], Speed: 168.142 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.173 [Epoch 34][Batch 319], Speed: 155.875 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.172 [Epoch 34][Batch 329], Speed: 173.113 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.172 [Epoch 34][Batch 339], Speed: 149.489 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.172 [Epoch 34][Batch 349], Speed: 168.920 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.172 [Epoch 34][Batch 359], Speed: 155.534 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.172 [Epoch 34][Batch 369], Speed: 160.633 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.172 [Epoch 34][Batch 379], Speed: 158.663 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.171 [Epoch 34][Batch 389], Speed: 153.067 samples/sec, LR=0.000375, WHL1=0.291, CenterRegL1=0.228, HeatmapFocal=2.171 [Epoch 34][Batch 399], Speed: 147.476 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.171 [Epoch 34][Batch 409], Speed: 158.517 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.171 [Epoch 34][Batch 419], Speed: 158.236 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.171 [Epoch 34][Batch 429], Speed: 164.036 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.171 [Epoch 34][Batch 439], Speed: 154.835 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.171 [Epoch 34][Batch 449], Speed: 162.704 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.170 [Epoch 34][Batch 459], Speed: 159.217 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.170 [Epoch 34][Batch 469], Speed: 172.096 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.170 [Epoch 34][Batch 479], Speed: 146.056 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.170 [Epoch 34][Batch 489], Speed: 158.631 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.170 [Epoch 34][Batch 499], Speed: 149.418 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.170 [Epoch 34][Batch 509], Speed: 151.415 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.170 [Epoch 34][Batch 519], Speed: 151.387 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.169 [Epoch 34][Batch 529], Speed: 168.076 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.169 [Epoch 34][Batch 539], Speed: 153.101 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.169 [Epoch 34][Batch 549], Speed: 158.519 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.169 [Epoch 34][Batch 559], Speed: 150.494 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.169 [Epoch 34][Batch 569], Speed: 158.621 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.169 [Epoch 34][Batch 579], Speed: 150.211 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.168 [Epoch 34][Batch 589], Speed: 169.564 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.168 [Epoch 34][Batch 599], Speed: 156.241 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.168 [Epoch 34][Batch 609], Speed: 169.472 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.168 [Epoch 34][Batch 619], Speed: 156.656 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.168 [Epoch 34][Batch 629], Speed: 152.759 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.168 [Epoch 34][Batch 639], Speed: 154.194 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.168 [Epoch 34][Batch 649], Speed: 158.744 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.167 [Epoch 34][Batch 659], Speed: 149.602 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.167 [Epoch 34][Batch 669], Speed: 158.492 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.167 [Epoch 34][Batch 679], Speed: 154.451 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.167 [Epoch 34][Batch 689], Speed: 156.326 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.167 [Epoch 34][Batch 699], Speed: 162.788 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.167 [Epoch 34][Batch 709], Speed: 161.736 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.167 [Epoch 34][Batch 719], Speed: 148.167 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.166 [Epoch 34][Batch 729], Speed: 157.986 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.166 [Epoch 34][Batch 739], Speed: 155.758 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.166 [Epoch 34][Batch 749], Speed: 167.602 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.166 [Epoch 34][Batch 759], Speed: 161.061 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.166 [Epoch 34][Batch 769], Speed: 149.998 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.166 [Epoch 34][Batch 779], Speed: 142.636 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.165 [Epoch 34][Batch 789], Speed: 161.190 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.165 [Epoch 34][Batch 799], Speed: 156.093 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.165 [Epoch 34][Batch 809], Speed: 162.901 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.165 [Epoch 34][Batch 819], Speed: 161.215 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.165 [Epoch 34][Batch 829], Speed: 170.085 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.165 [Epoch 34][Batch 839], Speed: 152.117 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.165 [Epoch 34][Batch 849], Speed: 170.086 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.164 [Epoch 34][Batch 859], Speed: 154.360 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.164 [Epoch 34][Batch 869], Speed: 158.427 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.164 [Epoch 34][Batch 879], Speed: 156.942 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.164 [Epoch 34][Batch 889], Speed: 168.596 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.164 [Epoch 34][Batch 899], Speed: 149.105 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.164 [Epoch 34][Batch 909], Speed: 157.093 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.164 [Epoch 34][Batch 919], Speed: 160.159 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.163 [Epoch 34][Batch 929], Speed: 167.213 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.163 [Epoch 34][Batch 939], Speed: 153.919 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.163 [Epoch 34][Batch 949], Speed: 165.623 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.163 [Epoch 34][Batch 959], Speed: 149.641 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.163 [Epoch 34][Batch 969], Speed: 167.339 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.163 [Epoch 34][Batch 979], Speed: 152.337 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.163 [Epoch 34][Batch 989], Speed: 164.838 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.162 [Epoch 34][Batch 999], Speed: 151.947 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.162 [Epoch 34][Batch 1009], Speed: 161.692 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.162 [Epoch 34][Batch 1019], Speed: 157.776 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.162 [Epoch 34][Batch 1029], Speed: 163.450 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.162 [Epoch 34][Batch 1039], Speed: 141.648 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.162 [Epoch 34][Batch 1049], Speed: 166.851 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.162 [Epoch 34][Batch 1059], Speed: 154.772 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.161 [Epoch 34][Batch 1069], Speed: 148.082 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.161 [Epoch 34][Batch 1079], Speed: 138.100 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.161 [Epoch 34][Batch 1089], Speed: 155.925 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.161 [Epoch 34][Batch 1099], Speed: 161.008 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.161 [Epoch 34][Batch 1109], Speed: 160.652 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.161 [Epoch 34][Batch 1119], Speed: 154.220 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.161 [Epoch 34][Batch 1129], Speed: 176.459 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.160 [Epoch 34][Batch 1139], Speed: 168.674 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.160 [Epoch 34][Batch 1149], Speed: 159.872 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.160 [Epoch 34][Batch 1159], Speed: 156.980 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.160 [Epoch 34][Batch 1169], Speed: 154.747 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.160 [Epoch 34][Batch 1179], Speed: 154.242 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.160 [Epoch 34][Batch 1189], Speed: 143.314 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.228, HeatmapFocal=2.160 [Epoch 34][Batch 1199], Speed: 156.186 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.159 [Epoch 34][Batch 1209], Speed: 166.060 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.159 [Epoch 34][Batch 1219], Speed: 161.189 samples/sec, LR=0.000375, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.159 [Epoch 34] Training cost: 752.627, WHL1=0.290, CenterRegL1=0.228, HeatmapFocal=2.159 [Epoch 35][Batch 9], Speed: 164.473 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.159 [Epoch 35][Batch 19], Speed: 148.921 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.159 [Epoch 35][Batch 29], Speed: 153.082 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.227, HeatmapFocal=2.159 [Epoch 35][Batch 39], Speed: 146.234 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.227, HeatmapFocal=2.158 [Epoch 35][Batch 49], Speed: 151.810 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.158 [Epoch 35][Batch 59], Speed: 152.494 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.158 [Epoch 35][Batch 69], Speed: 159.180 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.158 [Epoch 35][Batch 79], Speed: 153.885 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.158 [Epoch 35][Batch 89], Speed: 155.693 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.158 [Epoch 35][Batch 99], Speed: 153.319 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.158 [Epoch 35][Batch 109], Speed: 148.721 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.157 [Epoch 35][Batch 119], Speed: 149.262 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.157 [Epoch 35][Batch 129], Speed: 161.531 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.157 [Epoch 35][Batch 139], Speed: 141.226 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.157 [Epoch 35][Batch 149], Speed: 166.678 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.157 [Epoch 35][Batch 159], Speed: 143.021 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.157 [Epoch 35][Batch 169], Speed: 144.430 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.157 [Epoch 35][Batch 179], Speed: 159.575 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.156 [Epoch 35][Batch 189], Speed: 162.126 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.156 [Epoch 35][Batch 199], Speed: 153.786 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.156 [Epoch 35][Batch 209], Speed: 165.274 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.156 [Epoch 35][Batch 219], Speed: 163.876 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.156 [Epoch 35][Batch 229], Speed: 149.308 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.156 [Epoch 35][Batch 239], Speed: 152.130 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.156 [Epoch 35][Batch 249], Speed: 167.104 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.155 [Epoch 35][Batch 259], Speed: 148.070 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.155 [Epoch 35][Batch 269], Speed: 160.477 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.155 [Epoch 35][Batch 279], Speed: 139.898 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.155 [Epoch 35][Batch 289], Speed: 150.337 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.155 [Epoch 35][Batch 299], Speed: 148.910 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.155 [Epoch 35][Batch 309], Speed: 169.694 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.155 [Epoch 35][Batch 319], Speed: 142.671 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.154 [Epoch 35][Batch 329], Speed: 165.256 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.154 [Epoch 35][Batch 339], Speed: 167.435 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.154 [Epoch 35][Batch 349], Speed: 146.823 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.154 [Epoch 35][Batch 359], Speed: 151.334 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.154 [Epoch 35][Batch 369], Speed: 163.284 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.154 [Epoch 35][Batch 379], Speed: 156.801 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.154 [Epoch 35][Batch 389], Speed: 160.593 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.153 [Epoch 35][Batch 399], Speed: 154.782 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.153 [Epoch 35][Batch 409], Speed: 169.481 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.153 [Epoch 35][Batch 419], Speed: 154.485 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.153 [Epoch 35][Batch 429], Speed: 162.508 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.153 [Epoch 35][Batch 439], Speed: 154.530 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.153 [Epoch 35][Batch 449], Speed: 156.644 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.153 [Epoch 35][Batch 459], Speed: 159.053 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.152 [Epoch 35][Batch 469], Speed: 160.089 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.152 [Epoch 35][Batch 479], Speed: 165.047 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.152 [Epoch 35][Batch 489], Speed: 145.727 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.152 [Epoch 35][Batch 499], Speed: 149.655 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.152 [Epoch 35][Batch 509], Speed: 157.650 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.152 [Epoch 35][Batch 519], Speed: 145.718 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.152 [Epoch 35][Batch 529], Speed: 162.987 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.151 [Epoch 35][Batch 539], Speed: 144.706 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.151 [Epoch 35][Batch 549], Speed: 153.789 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.151 [Epoch 35][Batch 559], Speed: 159.820 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.151 [Epoch 35][Batch 569], Speed: 144.986 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.151 [Epoch 35][Batch 579], Speed: 150.300 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.151 [Epoch 35][Batch 589], Speed: 169.521 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.150 [Epoch 35][Batch 599], Speed: 140.984 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.150 [Epoch 35][Batch 609], Speed: 170.343 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.150 [Epoch 35][Batch 619], Speed: 154.705 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.150 [Epoch 35][Batch 629], Speed: 167.169 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.150 [Epoch 35][Batch 639], Speed: 169.568 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.150 [Epoch 35][Batch 649], Speed: 166.398 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.150 [Epoch 35][Batch 659], Speed: 150.334 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.150 [Epoch 35][Batch 669], Speed: 170.665 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.149 [Epoch 35][Batch 679], Speed: 155.804 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.149 [Epoch 35][Batch 689], Speed: 158.163 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.149 [Epoch 35][Batch 699], Speed: 154.794 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.149 [Epoch 35][Batch 709], Speed: 165.603 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.149 [Epoch 35][Batch 719], Speed: 163.662 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.149 [Epoch 35][Batch 729], Speed: 153.248 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.149 [Epoch 35][Batch 739], Speed: 153.777 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.148 [Epoch 35][Batch 749], Speed: 159.640 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.148 [Epoch 35][Batch 759], Speed: 155.890 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.148 [Epoch 35][Batch 769], Speed: 167.125 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.148 [Epoch 35][Batch 779], Speed: 164.498 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.148 [Epoch 35][Batch 789], Speed: 173.905 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.148 [Epoch 35][Batch 799], Speed: 150.487 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.148 [Epoch 35][Batch 809], Speed: 149.946 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.147 [Epoch 35][Batch 819], Speed: 150.742 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.147 [Epoch 35][Batch 829], Speed: 161.895 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.147 [Epoch 35][Batch 839], Speed: 155.739 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.147 [Epoch 35][Batch 849], Speed: 169.091 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.147 [Epoch 35][Batch 859], Speed: 143.432 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.147 [Epoch 35][Batch 869], Speed: 158.673 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.146 [Epoch 35][Batch 879], Speed: 147.147 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.146 [Epoch 35][Batch 889], Speed: 158.881 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.146 [Epoch 35][Batch 899], Speed: 162.805 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.146 [Epoch 35][Batch 909], Speed: 171.150 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.146 [Epoch 35][Batch 919], Speed: 156.862 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.146 [Epoch 35][Batch 929], Speed: 159.116 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.146 [Epoch 35][Batch 939], Speed: 158.212 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.146 [Epoch 35][Batch 949], Speed: 158.836 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.145 [Epoch 35][Batch 959], Speed: 165.220 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.145 [Epoch 35][Batch 969], Speed: 171.960 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.145 [Epoch 35][Batch 979], Speed: 148.221 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.145 [Epoch 35][Batch 989], Speed: 166.874 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.145 [Epoch 35][Batch 999], Speed: 144.040 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.145 [Epoch 35][Batch 1009], Speed: 160.214 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.145 [Epoch 35][Batch 1019], Speed: 159.381 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.144 [Epoch 35][Batch 1029], Speed: 160.109 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.144 [Epoch 35][Batch 1039], Speed: 150.244 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.144 [Epoch 35][Batch 1049], Speed: 157.573 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.144 [Epoch 35][Batch 1059], Speed: 161.332 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.144 [Epoch 35][Batch 1069], Speed: 164.131 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.144 [Epoch 35][Batch 1079], Speed: 151.210 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.144 [Epoch 35][Batch 1089], Speed: 163.983 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.143 [Epoch 35][Batch 1099], Speed: 151.338 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.143 [Epoch 35][Batch 1109], Speed: 155.603 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.143 [Epoch 35][Batch 1119], Speed: 176.426 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.143 [Epoch 35][Batch 1129], Speed: 178.658 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.143 [Epoch 35][Batch 1139], Speed: 186.352 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.143 [Epoch 35][Batch 1149], Speed: 174.789 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.143 [Epoch 35][Batch 1159], Speed: 156.094 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.142 [Epoch 35][Batch 1169], Speed: 177.429 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.142 [Epoch 35][Batch 1179], Speed: 166.275 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.142 [Epoch 35][Batch 1189], Speed: 176.476 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.142 [Epoch 35][Batch 1199], Speed: 168.641 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.142 [Epoch 35][Batch 1209], Speed: 166.026 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.142 [Epoch 35][Batch 1219], Speed: 149.738 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.142 [Epoch 35] Training cost: 753.860, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.142 [Epoch 36][Batch 9], Speed: 164.509 samples/sec, LR=0.000375, WHL1=0.289, CenterRegL1=0.231, HeatmapFocal=2.142 [Epoch 36][Batch 19], Speed: 160.925 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.229, HeatmapFocal=2.141 [Epoch 36][Batch 29], Speed: 155.147 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.141 [Epoch 36][Batch 39], Speed: 162.699 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.228, HeatmapFocal=2.141 [Epoch 36][Batch 49], Speed: 147.406 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.141 [Epoch 36][Batch 59], Speed: 149.024 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.141 [Epoch 36][Batch 69], Speed: 159.061 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.141 [Epoch 36][Batch 79], Speed: 157.680 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.141 [Epoch 36][Batch 89], Speed: 151.343 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.140 [Epoch 36][Batch 99], Speed: 166.973 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.140 [Epoch 36][Batch 109], Speed: 161.329 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.140 [Epoch 36][Batch 119], Speed: 142.109 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.140 [Epoch 36][Batch 129], Speed: 169.508 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.140 [Epoch 36][Batch 139], Speed: 151.694 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.140 [Epoch 36][Batch 149], Speed: 169.052 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.140 [Epoch 36][Batch 159], Speed: 157.851 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.139 [Epoch 36][Batch 169], Speed: 152.066 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.139 [Epoch 36][Batch 179], Speed: 150.316 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.139 [Epoch 36][Batch 189], Speed: 165.648 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.139 [Epoch 36][Batch 199], Speed: 162.920 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.139 [Epoch 36][Batch 209], Speed: 154.496 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.139 [Epoch 36][Batch 219], Speed: 165.495 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.139 [Epoch 36][Batch 229], Speed: 147.936 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.138 [Epoch 36][Batch 239], Speed: 157.762 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.138 [Epoch 36][Batch 249], Speed: 165.154 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.138 [Epoch 36][Batch 259], Speed: 151.047 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.138 [Epoch 36][Batch 269], Speed: 167.589 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.138 [Epoch 36][Batch 279], Speed: 165.786 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.138 [Epoch 36][Batch 289], Speed: 159.078 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.138 [Epoch 36][Batch 299], Speed: 148.624 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.137 [Epoch 36][Batch 309], Speed: 161.354 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.137 [Epoch 36][Batch 319], Speed: 149.055 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.137 [Epoch 36][Batch 329], Speed: 152.160 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.137 [Epoch 36][Batch 339], Speed: 170.057 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.137 [Epoch 36][Batch 349], Speed: 145.818 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.137 [Epoch 36][Batch 359], Speed: 148.170 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.137 [Epoch 36][Batch 369], Speed: 169.429 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.136 [Epoch 36][Batch 379], Speed: 155.799 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.136 [Epoch 36][Batch 389], Speed: 152.369 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.136 [Epoch 36][Batch 399], Speed: 161.251 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.136 [Epoch 36][Batch 409], Speed: 156.792 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.136 [Epoch 36][Batch 419], Speed: 150.988 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.136 [Epoch 36][Batch 429], Speed: 151.151 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.136 [Epoch 36][Batch 439], Speed: 159.230 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.135 [Epoch 36][Batch 449], Speed: 170.068 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.135 [Epoch 36][Batch 459], Speed: 158.415 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.135 [Epoch 36][Batch 469], Speed: 141.704 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.135 [Epoch 36][Batch 479], Speed: 147.730 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.135 [Epoch 36][Batch 489], Speed: 155.571 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.135 [Epoch 36][Batch 499], Speed: 154.900 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.135 [Epoch 36][Batch 509], Speed: 169.926 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.134 [Epoch 36][Batch 519], Speed: 147.556 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.134 [Epoch 36][Batch 529], Speed: 159.853 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.134 [Epoch 36][Batch 539], Speed: 151.730 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.134 [Epoch 36][Batch 549], Speed: 164.279 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.134 [Epoch 36][Batch 559], Speed: 152.723 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.134 [Epoch 36][Batch 569], Speed: 161.257 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.134 [Epoch 36][Batch 579], Speed: 158.218 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.134 [Epoch 36][Batch 589], Speed: 157.119 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.133 [Epoch 36][Batch 599], Speed: 162.306 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.133 [Epoch 36][Batch 609], Speed: 173.198 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.133 [Epoch 36][Batch 619], Speed: 157.116 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.133 [Epoch 36][Batch 629], Speed: 154.953 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.133 [Epoch 36][Batch 639], Speed: 167.407 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.133 [Epoch 36][Batch 649], Speed: 164.935 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.133 [Epoch 36][Batch 659], Speed: 142.734 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.132 [Epoch 36][Batch 669], Speed: 168.236 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.132 [Epoch 36][Batch 679], Speed: 151.180 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.132 [Epoch 36][Batch 689], Speed: 164.566 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.132 [Epoch 36][Batch 699], Speed: 160.989 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.132 [Epoch 36][Batch 709], Speed: 148.969 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.132 [Epoch 36][Batch 719], Speed: 164.616 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.132 [Epoch 36][Batch 729], Speed: 159.436 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.132 [Epoch 36][Batch 739], Speed: 151.911 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.131 [Epoch 36][Batch 749], Speed: 154.717 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.131 [Epoch 36][Batch 759], Speed: 148.068 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.131 [Epoch 36][Batch 769], Speed: 159.350 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.131 [Epoch 36][Batch 779], Speed: 146.422 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.131 [Epoch 36][Batch 789], Speed: 135.432 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.131 [Epoch 36][Batch 799], Speed: 155.021 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.131 [Epoch 36][Batch 809], Speed: 157.393 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.130 [Epoch 36][Batch 819], Speed: 157.133 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.130 [Epoch 36][Batch 829], Speed: 162.351 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.130 [Epoch 36][Batch 839], Speed: 145.803 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.130 [Epoch 36][Batch 849], Speed: 171.171 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.130 [Epoch 36][Batch 859], Speed: 153.680 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.130 [Epoch 36][Batch 869], Speed: 165.214 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.130 [Epoch 36][Batch 879], Speed: 160.946 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.130 [Epoch 36][Batch 889], Speed: 140.141 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.129 [Epoch 36][Batch 899], Speed: 161.309 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.129 [Epoch 36][Batch 909], Speed: 170.259 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.129 [Epoch 36][Batch 919], Speed: 156.405 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.129 [Epoch 36][Batch 929], Speed: 153.354 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.129 [Epoch 36][Batch 939], Speed: 151.859 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.129 [Epoch 36][Batch 949], Speed: 148.855 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.129 [Epoch 36][Batch 959], Speed: 146.563 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.128 [Epoch 36][Batch 969], Speed: 169.719 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.128 [Epoch 36][Batch 979], Speed: 140.756 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.128 [Epoch 36][Batch 989], Speed: 160.756 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.128 [Epoch 36][Batch 999], Speed: 165.058 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.128 [Epoch 36][Batch 1009], Speed: 158.257 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.128 [Epoch 36][Batch 1019], Speed: 152.337 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.128 [Epoch 36][Batch 1029], Speed: 160.778 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.128 [Epoch 36][Batch 1039], Speed: 155.150 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.127 [Epoch 36][Batch 1049], Speed: 155.568 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.127 [Epoch 36][Batch 1059], Speed: 163.603 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.127 [Epoch 36][Batch 1069], Speed: 159.723 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.127 [Epoch 36][Batch 1079], Speed: 146.399 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.127 [Epoch 36][Batch 1089], Speed: 169.713 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.127 [Epoch 36][Batch 1099], Speed: 152.228 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.127 [Epoch 36][Batch 1109], Speed: 169.313 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.126 [Epoch 36][Batch 1119], Speed: 169.114 samples/sec, LR=0.000375, WHL1=0.286, CenterRegL1=0.228, HeatmapFocal=2.126 [Epoch 36][Batch 1129], Speed: 162.648 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.126 [Epoch 36][Batch 1139], Speed: 162.054 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.126 [Epoch 36][Batch 1149], Speed: 164.366 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.126 [Epoch 36][Batch 1159], Speed: 146.294 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.126 [Epoch 36][Batch 1169], Speed: 182.781 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.126 [Epoch 36][Batch 1179], Speed: 158.114 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.126 [Epoch 36][Batch 1189], Speed: 146.505 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.125 [Epoch 36][Batch 1199], Speed: 164.156 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.125 [Epoch 36][Batch 1209], Speed: 181.020 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.125 [Epoch 36][Batch 1219], Speed: 165.295 samples/sec, LR=0.000375, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.125 [Epoch 36] Training cost: 750.109, WHL1=0.287, CenterRegL1=0.228, HeatmapFocal=2.125 [Epoch 37][Batch 9], Speed: 152.480 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.227, HeatmapFocal=2.125 [Epoch 37][Batch 19], Speed: 160.392 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.125 [Epoch 37][Batch 29], Speed: 145.552 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.125 [Epoch 37][Batch 39], Speed: 150.784 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.124 [Epoch 37][Batch 49], Speed: 156.074 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.124 [Epoch 37][Batch 59], Speed: 161.114 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.124 [Epoch 37][Batch 69], Speed: 162.399 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.124 [Epoch 37][Batch 79], Speed: 156.795 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.124 [Epoch 37][Batch 89], Speed: 146.218 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.124 [Epoch 37][Batch 99], Speed: 134.932 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.124 [Epoch 37][Batch 109], Speed: 152.343 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.124 [Epoch 37][Batch 119], Speed: 151.849 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.123 [Epoch 37][Batch 129], Speed: 157.630 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.227, HeatmapFocal=2.123 [Epoch 37][Batch 139], Speed: 152.224 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.228, HeatmapFocal=2.123 [Epoch 37][Batch 149], Speed: 152.882 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.228, HeatmapFocal=2.123 [Epoch 37][Batch 159], Speed: 159.052 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.123 [Epoch 37][Batch 169], Speed: 157.857 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.123 [Epoch 37][Batch 179], Speed: 165.249 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.123 [Epoch 37][Batch 189], Speed: 165.988 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.122 [Epoch 37][Batch 199], Speed: 160.800 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.122 [Epoch 37][Batch 209], Speed: 155.896 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.122 [Epoch 37][Batch 219], Speed: 158.421 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.122 [Epoch 37][Batch 229], Speed: 163.290 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.122 [Epoch 37][Batch 239], Speed: 145.859 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.122 [Epoch 37][Batch 249], Speed: 157.402 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.122 [Epoch 37][Batch 259], Speed: 154.596 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.121 [Epoch 37][Batch 269], Speed: 155.929 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.121 [Epoch 37][Batch 279], Speed: 164.315 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.121 [Epoch 37][Batch 289], Speed: 138.807 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.121 [Epoch 37][Batch 299], Speed: 156.163 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.121 [Epoch 37][Batch 309], Speed: 160.617 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.121 [Epoch 37][Batch 319], Speed: 160.464 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.228, HeatmapFocal=2.121 [Epoch 37][Batch 329], Speed: 157.656 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.121 [Epoch 37][Batch 339], Speed: 150.666 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.120 [Epoch 37][Batch 349], Speed: 152.064 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.120 [Epoch 37][Batch 359], Speed: 157.569 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.120 [Epoch 37][Batch 369], Speed: 161.469 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.120 [Epoch 37][Batch 379], Speed: 145.640 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.120 [Epoch 37][Batch 389], Speed: 168.088 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.120 [Epoch 37][Batch 399], Speed: 137.980 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.120 [Epoch 37][Batch 409], Speed: 148.622 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.120 [Epoch 37][Batch 419], Speed: 144.395 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.119 [Epoch 37][Batch 429], Speed: 171.588 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.119 [Epoch 37][Batch 439], Speed: 150.190 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.119 [Epoch 37][Batch 449], Speed: 153.142 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.119 [Epoch 37][Batch 459], Speed: 149.203 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.228, HeatmapFocal=2.119 [Epoch 37][Batch 469], Speed: 163.247 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.119 [Epoch 37][Batch 479], Speed: 161.283 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.119 [Epoch 37][Batch 489], Speed: 165.312 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.118 [Epoch 37][Batch 499], Speed: 164.678 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.118 [Epoch 37][Batch 509], Speed: 151.507 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.118 [Epoch 37][Batch 519], Speed: 151.303 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.118 [Epoch 37][Batch 529], Speed: 162.628 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.118 [Epoch 37][Batch 539], Speed: 153.263 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.118 [Epoch 37][Batch 549], Speed: 174.310 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.118 [Epoch 37][Batch 559], Speed: 146.641 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.118 [Epoch 37][Batch 569], Speed: 151.481 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.117 [Epoch 37][Batch 579], Speed: 159.810 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.117 [Epoch 37][Batch 589], Speed: 141.129 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.117 [Epoch 37][Batch 599], Speed: 151.267 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.117 [Epoch 37][Batch 609], Speed: 158.854 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.228, HeatmapFocal=2.117 [Epoch 37][Batch 619], Speed: 141.776 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.117 [Epoch 37][Batch 629], Speed: 138.931 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.117 [Epoch 37][Batch 639], Speed: 153.546 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.117 [Epoch 37][Batch 649], Speed: 142.826 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.116 [Epoch 37][Batch 659], Speed: 164.205 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.116 [Epoch 37][Batch 669], Speed: 165.474 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.116 [Epoch 37][Batch 679], Speed: 165.500 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.116 [Epoch 37][Batch 689], Speed: 139.433 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.116 [Epoch 37][Batch 699], Speed: 160.849 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.116 [Epoch 37][Batch 709], Speed: 157.355 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.116 [Epoch 37][Batch 719], Speed: 160.661 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.115 [Epoch 37][Batch 729], Speed: 166.276 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.115 [Epoch 37][Batch 739], Speed: 162.495 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.115 [Epoch 37][Batch 749], Speed: 151.738 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.115 [Epoch 37][Batch 759], Speed: 158.314 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.115 [Epoch 37][Batch 769], Speed: 155.590 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.115 [Epoch 37][Batch 779], Speed: 144.453 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.115 [Epoch 37][Batch 789], Speed: 158.907 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.115 [Epoch 37][Batch 799], Speed: 165.725 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.114 [Epoch 37][Batch 809], Speed: 166.048 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.114 [Epoch 37][Batch 819], Speed: 154.387 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.114 [Epoch 37][Batch 829], Speed: 154.334 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.114 [Epoch 37][Batch 839], Speed: 151.621 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.114 [Epoch 37][Batch 849], Speed: 169.878 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.114 [Epoch 37][Batch 859], Speed: 168.717 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.114 [Epoch 37][Batch 869], Speed: 153.911 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.114 [Epoch 37][Batch 879], Speed: 164.588 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.113 [Epoch 37][Batch 889], Speed: 152.851 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.113 [Epoch 37][Batch 899], Speed: 161.383 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.113 [Epoch 37][Batch 909], Speed: 174.008 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.113 [Epoch 37][Batch 919], Speed: 160.537 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.113 [Epoch 37][Batch 929], Speed: 147.353 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.113 [Epoch 37][Batch 939], Speed: 172.293 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.113 [Epoch 37][Batch 949], Speed: 166.006 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.113 [Epoch 37][Batch 959], Speed: 151.576 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.112 [Epoch 37][Batch 969], Speed: 159.122 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.112 [Epoch 37][Batch 979], Speed: 159.965 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.112 [Epoch 37][Batch 989], Speed: 167.176 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.112 [Epoch 37][Batch 999], Speed: 156.440 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.112 [Epoch 37][Batch 1009], Speed: 155.978 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.112 [Epoch 37][Batch 1019], Speed: 152.388 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.112 [Epoch 37][Batch 1029], Speed: 155.346 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.112 [Epoch 37][Batch 1039], Speed: 158.547 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.111 [Epoch 37][Batch 1049], Speed: 153.736 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.111 [Epoch 37][Batch 1059], Speed: 157.542 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.111 [Epoch 37][Batch 1069], Speed: 165.393 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.111 [Epoch 37][Batch 1079], Speed: 152.638 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.111 [Epoch 37][Batch 1089], Speed: 160.030 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.111 [Epoch 37][Batch 1099], Speed: 157.051 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.111 [Epoch 37][Batch 1109], Speed: 173.759 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.110 [Epoch 37][Batch 1119], Speed: 162.193 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.110 [Epoch 37][Batch 1129], Speed: 161.996 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.110 [Epoch 37][Batch 1139], Speed: 159.174 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.110 [Epoch 37][Batch 1149], Speed: 176.510 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.110 [Epoch 37][Batch 1159], Speed: 172.058 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.110 [Epoch 37][Batch 1169], Speed: 178.855 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.110 [Epoch 37][Batch 1179], Speed: 166.467 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.110 [Epoch 37][Batch 1189], Speed: 162.062 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.109 [Epoch 37][Batch 1199], Speed: 158.061 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.109 [Epoch 37][Batch 1209], Speed: 166.503 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.109 [Epoch 37][Batch 1219], Speed: 166.304 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.109 [Epoch 37] Training cost: 750.551, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.109 [Epoch 38][Batch 9], Speed: 164.279 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.109 [Epoch 38][Batch 19], Speed: 157.113 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.226, HeatmapFocal=2.109 [Epoch 38][Batch 29], Speed: 143.511 samples/sec, LR=0.000375, WHL1=0.285, CenterRegL1=0.226, HeatmapFocal=2.109 [Epoch 38][Batch 39], Speed: 158.142 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.226, HeatmapFocal=2.109 [Epoch 38][Batch 49], Speed: 150.909 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.225, HeatmapFocal=2.108 [Epoch 38][Batch 59], Speed: 159.732 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.225, HeatmapFocal=2.108 [Epoch 38][Batch 69], Speed: 164.629 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.226, HeatmapFocal=2.108 [Epoch 38][Batch 79], Speed: 164.855 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.226, HeatmapFocal=2.108 [Epoch 38][Batch 89], Speed: 156.874 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.226, HeatmapFocal=2.108 [Epoch 38][Batch 99], Speed: 158.438 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.226, HeatmapFocal=2.108 [Epoch 38][Batch 109], Speed: 163.549 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.226, HeatmapFocal=2.108 [Epoch 38][Batch 119], Speed: 153.195 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.226, HeatmapFocal=2.108 [Epoch 38][Batch 129], Speed: 165.003 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.226, HeatmapFocal=2.107 [Epoch 38][Batch 139], Speed: 159.572 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.107 [Epoch 38][Batch 149], Speed: 164.568 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.107 [Epoch 38][Batch 159], Speed: 172.450 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.107 [Epoch 38][Batch 169], Speed: 150.241 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.107 [Epoch 38][Batch 179], Speed: 165.284 samples/sec, LR=0.000375, WHL1=0.284, CenterRegL1=0.227, HeatmapFocal=2.107 [Epoch 38][Batch 189], Speed: 169.333 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.107 [Epoch 38][Batch 199], Speed: 163.397 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.106 [Epoch 38][Batch 209], Speed: 156.537 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.106 [Epoch 38][Batch 219], Speed: 171.122 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.106 [Epoch 38][Batch 229], Speed: 156.081 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.106 [Epoch 38][Batch 239], Speed: 166.676 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.106 [Epoch 38][Batch 249], Speed: 169.163 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.106 [Epoch 38][Batch 259], Speed: 155.878 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.106 [Epoch 38][Batch 269], Speed: 156.510 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.106 [Epoch 38][Batch 279], Speed: 165.784 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.105 [Epoch 38][Batch 289], Speed: 160.121 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.105 [Epoch 38][Batch 299], Speed: 151.963 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.105 [Epoch 38][Batch 309], Speed: 173.432 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.105 [Epoch 38][Batch 319], Speed: 164.815 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.105 [Epoch 38][Batch 329], Speed: 152.616 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.105 [Epoch 38][Batch 339], Speed: 156.694 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.105 [Epoch 38][Batch 349], Speed: 162.417 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.105 [Epoch 38][Batch 359], Speed: 152.008 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.104 [Epoch 38][Batch 369], Speed: 170.938 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.104 [Epoch 38][Batch 379], Speed: 164.423 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.104 [Epoch 38][Batch 389], Speed: 146.277 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.104 [Epoch 38][Batch 399], Speed: 155.943 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.104 [Epoch 38][Batch 409], Speed: 153.533 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.104 [Epoch 38][Batch 419], Speed: 158.714 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.104 [Epoch 38][Batch 429], Speed: 158.504 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.104 [Epoch 38][Batch 439], Speed: 162.037 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.103 [Epoch 38][Batch 449], Speed: 159.398 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.103 [Epoch 38][Batch 459], Speed: 164.113 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.103 [Epoch 38][Batch 469], Speed: 158.661 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.103 [Epoch 38][Batch 479], Speed: 152.945 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.103 [Epoch 38][Batch 489], Speed: 158.987 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.103 [Epoch 38][Batch 499], Speed: 154.451 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.103 [Epoch 38][Batch 509], Speed: 136.355 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.103 [Epoch 38][Batch 519], Speed: 164.808 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.102 [Epoch 38][Batch 529], Speed: 164.883 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.102 [Epoch 38][Batch 539], Speed: 154.551 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.102 [Epoch 38][Batch 549], Speed: 159.854 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.102 [Epoch 38][Batch 559], Speed: 153.608 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.102 [Epoch 38][Batch 569], Speed: 142.575 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.102 [Epoch 38][Batch 579], Speed: 164.542 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.102 [Epoch 38][Batch 589], Speed: 151.941 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.102 [Epoch 38][Batch 599], Speed: 146.210 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.101 [Epoch 38][Batch 609], Speed: 169.958 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.101 [Epoch 38][Batch 619], Speed: 144.179 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.101 [Epoch 38][Batch 629], Speed: 154.662 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.101 [Epoch 38][Batch 639], Speed: 163.870 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.101 [Epoch 38][Batch 649], Speed: 153.414 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.101 [Epoch 38][Batch 659], Speed: 156.808 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.101 [Epoch 38][Batch 669], Speed: 165.865 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.101 [Epoch 38][Batch 679], Speed: 155.775 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.100 [Epoch 38][Batch 689], Speed: 153.186 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.100 [Epoch 38][Batch 699], Speed: 162.274 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.100 [Epoch 38][Batch 709], Speed: 155.307 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.100 [Epoch 38][Batch 719], Speed: 150.142 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.100 [Epoch 38][Batch 729], Speed: 170.536 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.100 [Epoch 38][Batch 739], Speed: 153.605 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.100 [Epoch 38][Batch 749], Speed: 154.423 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.100 [Epoch 38][Batch 759], Speed: 160.425 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.099 [Epoch 38][Batch 769], Speed: 162.426 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.099 [Epoch 38][Batch 779], Speed: 153.190 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.099 [Epoch 38][Batch 789], Speed: 164.095 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.099 [Epoch 38][Batch 799], Speed: 167.122 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.099 [Epoch 38][Batch 809], Speed: 149.748 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.099 [Epoch 38][Batch 819], Speed: 156.331 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.099 [Epoch 38][Batch 829], Speed: 166.860 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.099 [Epoch 38][Batch 839], Speed: 159.445 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.098 [Epoch 38][Batch 849], Speed: 165.298 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.098 [Epoch 38][Batch 859], Speed: 162.930 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.098 [Epoch 38][Batch 869], Speed: 146.454 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.098 [Epoch 38][Batch 879], Speed: 148.858 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.098 [Epoch 38][Batch 889], Speed: 163.976 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.098 [Epoch 38][Batch 899], Speed: 155.650 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.098 [Epoch 38][Batch 909], Speed: 168.338 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.098 [Epoch 38][Batch 919], Speed: 164.801 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.097 [Epoch 38][Batch 929], Speed: 138.453 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.097 [Epoch 38][Batch 939], Speed: 166.996 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.097 [Epoch 38][Batch 949], Speed: 157.029 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.097 [Epoch 38][Batch 959], Speed: 153.025 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.097 [Epoch 38][Batch 969], Speed: 157.360 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.097 [Epoch 38][Batch 979], Speed: 156.171 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.097 [Epoch 38][Batch 989], Speed: 147.298 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.097 [Epoch 38][Batch 999], Speed: 162.405 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.096 [Epoch 38][Batch 1009], Speed: 163.956 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.096 [Epoch 38][Batch 1019], Speed: 157.062 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.096 [Epoch 38][Batch 1029], Speed: 169.811 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.096 [Epoch 38][Batch 1039], Speed: 151.918 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.096 [Epoch 38][Batch 1049], Speed: 135.050 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.096 [Epoch 38][Batch 1059], Speed: 161.450 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.096 [Epoch 38][Batch 1069], Speed: 146.231 samples/sec, LR=0.000375, WHL1=0.283, CenterRegL1=0.227, HeatmapFocal=2.096 [Epoch 38][Batch 1079], Speed: 148.738 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.096 [Epoch 38][Batch 1089], Speed: 169.034 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.095 [Epoch 38][Batch 1099], Speed: 154.412 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.095 [Epoch 38][Batch 1109], Speed: 156.508 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.095 [Epoch 38][Batch 1119], Speed: 154.503 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.095 [Epoch 38][Batch 1129], Speed: 172.026 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.095 [Epoch 38][Batch 1139], Speed: 169.612 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.095 [Epoch 38][Batch 1149], Speed: 159.503 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.095 [Epoch 38][Batch 1159], Speed: 161.196 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.095 [Epoch 38][Batch 1169], Speed: 167.313 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.094 [Epoch 38][Batch 1179], Speed: 164.265 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.094 [Epoch 38][Batch 1189], Speed: 152.534 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.094 [Epoch 38][Batch 1199], Speed: 179.735 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.094 [Epoch 38][Batch 1209], Speed: 161.873 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.094 [Epoch 38][Batch 1219], Speed: 151.205 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.094 [Epoch 38] Training cost: 751.647, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.094 [Epoch 39][Batch 9], Speed: 170.009 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.228, HeatmapFocal=2.094 [Epoch 39][Batch 19], Speed: 156.188 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.094 [Epoch 39][Batch 29], Speed: 164.055 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.093 [Epoch 39][Batch 39], Speed: 158.599 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.093 [Epoch 39][Batch 49], Speed: 162.897 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.093 [Epoch 39][Batch 59], Speed: 149.499 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.093 [Epoch 39][Batch 69], Speed: 151.859 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.228, HeatmapFocal=2.093 [Epoch 39][Batch 79], Speed: 163.634 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.093 [Epoch 39][Batch 89], Speed: 166.751 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.093 [Epoch 39][Batch 99], Speed: 163.816 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.093 [Epoch 39][Batch 109], Speed: 163.963 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.092 [Epoch 39][Batch 119], Speed: 157.829 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.092 [Epoch 39][Batch 129], Speed: 157.562 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.092 [Epoch 39][Batch 139], Speed: 151.690 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.092 [Epoch 39][Batch 149], Speed: 156.583 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.092 [Epoch 39][Batch 159], Speed: 151.063 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.092 [Epoch 39][Batch 169], Speed: 156.458 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.092 [Epoch 39][Batch 179], Speed: 148.644 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.092 [Epoch 39][Batch 189], Speed: 170.264 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.091 [Epoch 39][Batch 199], Speed: 171.014 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.091 [Epoch 39][Batch 209], Speed: 172.223 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.091 [Epoch 39][Batch 219], Speed: 164.442 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.091 [Epoch 39][Batch 229], Speed: 163.280 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.091 [Epoch 39][Batch 239], Speed: 162.903 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.091 [Epoch 39][Batch 249], Speed: 172.740 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.091 [Epoch 39][Batch 259], Speed: 152.277 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.091 [Epoch 39][Batch 269], Speed: 165.354 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.090 [Epoch 39][Batch 279], Speed: 159.106 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.090 [Epoch 39][Batch 289], Speed: 167.496 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.090 [Epoch 39][Batch 299], Speed: 144.554 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.090 [Epoch 39][Batch 309], Speed: 162.049 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.090 [Epoch 39][Batch 319], Speed: 152.475 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.090 [Epoch 39][Batch 329], Speed: 170.788 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.090 [Epoch 39][Batch 339], Speed: 163.355 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.090 [Epoch 39][Batch 349], Speed: 159.971 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.089 [Epoch 39][Batch 359], Speed: 156.335 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.089 [Epoch 39][Batch 369], Speed: 176.280 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.089 [Epoch 39][Batch 379], Speed: 163.773 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.089 [Epoch 39][Batch 389], Speed: 162.887 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.089 [Epoch 39][Batch 399], Speed: 137.663 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.089 [Epoch 39][Batch 409], Speed: 160.983 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.089 [Epoch 39][Batch 419], Speed: 146.249 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.089 [Epoch 39][Batch 429], Speed: 165.426 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.088 [Epoch 39][Batch 439], Speed: 174.034 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.088 [Epoch 39][Batch 449], Speed: 168.614 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.088 [Epoch 39][Batch 459], Speed: 160.340 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.088 [Epoch 39][Batch 469], Speed: 155.638 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.088 [Epoch 39][Batch 479], Speed: 156.860 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.088 [Epoch 39][Batch 489], Speed: 161.329 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.088 [Epoch 39][Batch 499], Speed: 157.768 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.088 [Epoch 39][Batch 509], Speed: 168.198 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.087 [Epoch 39][Batch 519], Speed: 158.097 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.087 [Epoch 39][Batch 529], Speed: 154.682 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.087 [Epoch 39][Batch 539], Speed: 147.090 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.087 [Epoch 39][Batch 549], Speed: 160.520 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.087 [Epoch 39][Batch 559], Speed: 147.209 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.087 [Epoch 39][Batch 569], Speed: 171.055 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.087 [Epoch 39][Batch 579], Speed: 162.141 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.087 [Epoch 39][Batch 589], Speed: 172.784 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.087 [Epoch 39][Batch 599], Speed: 155.145 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.086 [Epoch 39][Batch 609], Speed: 157.300 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.086 [Epoch 39][Batch 619], Speed: 152.354 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.086 [Epoch 39][Batch 629], Speed: 172.225 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.086 [Epoch 39][Batch 639], Speed: 159.720 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.086 [Epoch 39][Batch 649], Speed: 166.663 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.086 [Epoch 39][Batch 659], Speed: 155.874 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.086 [Epoch 39][Batch 669], Speed: 166.403 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.086 [Epoch 39][Batch 679], Speed: 160.075 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.085 [Epoch 39][Batch 689], Speed: 158.331 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.085 [Epoch 39][Batch 699], Speed: 152.568 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.085 [Epoch 39][Batch 709], Speed: 156.315 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.085 [Epoch 39][Batch 719], Speed: 145.518 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.085 [Epoch 39][Batch 729], Speed: 170.487 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.085 [Epoch 39][Batch 739], Speed: 161.928 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.085 [Epoch 39][Batch 749], Speed: 166.848 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.085 [Epoch 39][Batch 759], Speed: 156.602 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.084 [Epoch 39][Batch 769], Speed: 156.169 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.084 [Epoch 39][Batch 779], Speed: 146.347 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.084 [Epoch 39][Batch 789], Speed: 162.661 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.084 [Epoch 39][Batch 799], Speed: 154.464 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.084 [Epoch 39][Batch 809], Speed: 167.139 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.084 [Epoch 39][Batch 819], Speed: 158.486 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.084 [Epoch 39][Batch 829], Speed: 154.472 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.084 [Epoch 39][Batch 839], Speed: 162.173 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.084 [Epoch 39][Batch 849], Speed: 159.759 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.083 [Epoch 39][Batch 859], Speed: 150.160 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.083 [Epoch 39][Batch 869], Speed: 167.579 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.083 [Epoch 39][Batch 879], Speed: 151.752 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.083 [Epoch 39][Batch 889], Speed: 165.101 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.083 [Epoch 39][Batch 899], Speed: 163.997 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.083 [Epoch 39][Batch 909], Speed: 156.466 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.083 [Epoch 39][Batch 919], Speed: 155.706 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.083 [Epoch 39][Batch 929], Speed: 165.600 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.082 [Epoch 39][Batch 939], Speed: 157.130 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.082 [Epoch 39][Batch 949], Speed: 161.007 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.082 [Epoch 39][Batch 959], Speed: 159.127 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.082 [Epoch 39][Batch 969], Speed: 167.147 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.082 [Epoch 39][Batch 979], Speed: 159.851 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.082 [Epoch 39][Batch 989], Speed: 169.205 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.082 [Epoch 39][Batch 999], Speed: 146.499 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.082 [Epoch 39][Batch 1009], Speed: 161.554 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.082 [Epoch 39][Batch 1019], Speed: 147.469 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.081 [Epoch 39][Batch 1029], Speed: 157.023 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.081 [Epoch 39][Batch 1039], Speed: 165.207 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.081 [Epoch 39][Batch 1049], Speed: 168.505 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.081 [Epoch 39][Batch 1059], Speed: 146.680 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.081 [Epoch 39][Batch 1069], Speed: 164.111 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.081 [Epoch 39][Batch 1079], Speed: 160.971 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.081 [Epoch 39][Batch 1089], Speed: 161.957 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.081 [Epoch 39][Batch 1099], Speed: 169.729 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.081 [Epoch 39][Batch 1109], Speed: 166.638 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.080 [Epoch 39][Batch 1119], Speed: 171.976 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.080 [Epoch 39][Batch 1129], Speed: 161.441 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.080 [Epoch 39][Batch 1139], Speed: 165.153 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.080 [Epoch 39][Batch 1149], Speed: 173.570 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.080 [Epoch 39][Batch 1159], Speed: 169.180 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.080 [Epoch 39][Batch 1169], Speed: 162.323 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.080 [Epoch 39][Batch 1179], Speed: 172.532 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.080 [Epoch 39][Batch 1189], Speed: 150.390 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.079 [Epoch 39][Batch 1199], Speed: 163.705 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.079 [Epoch 39][Batch 1209], Speed: 162.313 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.079 [Epoch 39][Batch 1219], Speed: 158.728 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.079 [Epoch 39] Training cost: 752.639, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.079 [Epoch 40][Batch 9], Speed: 148.227 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.079 [Epoch 40][Batch 19], Speed: 145.424 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.079 [Epoch 40][Batch 29], Speed: 148.905 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.079 [Epoch 40][Batch 39], Speed: 154.795 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.079 [Epoch 40][Batch 49], Speed: 163.051 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.078 [Epoch 40][Batch 59], Speed: 150.367 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.227, HeatmapFocal=2.078 [Epoch 40][Batch 69], Speed: 162.466 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.226, HeatmapFocal=2.078 [Epoch 40][Batch 79], Speed: 161.664 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.226, HeatmapFocal=2.078 [Epoch 40][Batch 89], Speed: 157.770 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.226, HeatmapFocal=2.078 [Epoch 40][Batch 99], Speed: 165.816 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.078 [Epoch 40][Batch 109], Speed: 165.559 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.078 [Epoch 40][Batch 119], Speed: 148.498 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.078 [Epoch 40][Batch 129], Speed: 157.991 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.078 [Epoch 40][Batch 139], Speed: 153.424 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.077 [Epoch 40][Batch 149], Speed: 158.624 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.077 [Epoch 40][Batch 159], Speed: 150.388 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.077 [Epoch 40][Batch 169], Speed: 148.547 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.077 [Epoch 40][Batch 179], Speed: 174.246 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.077 [Epoch 40][Batch 189], Speed: 168.519 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.077 [Epoch 40][Batch 199], Speed: 146.471 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.077 [Epoch 40][Batch 209], Speed: 165.853 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.077 [Epoch 40][Batch 219], Speed: 161.645 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.076 [Epoch 40][Batch 229], Speed: 141.575 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.076 [Epoch 40][Batch 239], Speed: 148.438 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.076 [Epoch 40][Batch 249], Speed: 163.175 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.076 [Epoch 40][Batch 259], Speed: 154.807 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.076 [Epoch 40][Batch 269], Speed: 161.023 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.076 [Epoch 40][Batch 279], Speed: 152.980 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.076 [Epoch 40][Batch 289], Speed: 160.054 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.076 [Epoch 40][Batch 299], Speed: 161.831 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.076 [Epoch 40][Batch 309], Speed: 161.555 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.075 [Epoch 40][Batch 319], Speed: 165.693 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.075 [Epoch 40][Batch 329], Speed: 147.524 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.075 [Epoch 40][Batch 339], Speed: 163.776 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.075 [Epoch 40][Batch 349], Speed: 150.224 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.075 [Epoch 40][Batch 359], Speed: 156.956 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.075 [Epoch 40][Batch 369], Speed: 143.372 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.075 [Epoch 40][Batch 379], Speed: 159.274 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.075 [Epoch 40][Batch 389], Speed: 170.746 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.074 [Epoch 40][Batch 399], Speed: 144.144 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.074 [Epoch 40][Batch 409], Speed: 165.184 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.074 [Epoch 40][Batch 419], Speed: 174.055 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.074 [Epoch 40][Batch 429], Speed: 167.466 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.074 [Epoch 40][Batch 439], Speed: 151.363 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.074 [Epoch 40][Batch 449], Speed: 161.138 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.074 [Epoch 40][Batch 459], Speed: 158.172 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.074 [Epoch 40][Batch 469], Speed: 170.489 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.074 [Epoch 40][Batch 479], Speed: 163.510 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.073 [Epoch 40][Batch 489], Speed: 157.528 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.073 [Epoch 40][Batch 499], Speed: 156.158 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.073 [Epoch 40][Batch 509], Speed: 153.386 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.073 [Epoch 40][Batch 519], Speed: 150.108 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.073 [Epoch 40][Batch 529], Speed: 161.391 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.226, HeatmapFocal=2.073 [Epoch 40][Batch 539], Speed: 169.651 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.073 [Epoch 40][Batch 549], Speed: 158.891 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.073 [Epoch 40][Batch 559], Speed: 154.770 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.227, HeatmapFocal=2.072 [Epoch 40][Batch 569], Speed: 151.534 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.072 [Epoch 40][Batch 579], Speed: 151.365 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.072 [Epoch 40][Batch 589], Speed: 154.923 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.072 [Epoch 40][Batch 599], Speed: 139.448 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.072 [Epoch 40][Batch 609], Speed: 166.782 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.072 [Epoch 40][Batch 619], Speed: 150.448 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.072 [Epoch 40][Batch 629], Speed: 151.226 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.072 [Epoch 40][Batch 639], Speed: 136.740 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.072 [Epoch 40][Batch 649], Speed: 161.228 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.071 [Epoch 40][Batch 659], Speed: 168.038 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.071 [Epoch 40][Batch 669], Speed: 160.530 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.071 [Epoch 40][Batch 679], Speed: 149.508 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.071 [Epoch 40][Batch 689], Speed: 157.527 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.071 [Epoch 40][Batch 699], Speed: 166.567 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.071 [Epoch 40][Batch 709], Speed: 159.105 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.071 [Epoch 40][Batch 719], Speed: 167.723 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.071 [Epoch 40][Batch 729], Speed: 156.606 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.071 [Epoch 40][Batch 739], Speed: 148.172 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.070 [Epoch 40][Batch 749], Speed: 158.529 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.070 [Epoch 40][Batch 759], Speed: 160.126 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.070 [Epoch 40][Batch 769], Speed: 164.486 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.070 [Epoch 40][Batch 779], Speed: 155.259 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.070 [Epoch 40][Batch 789], Speed: 164.285 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.070 [Epoch 40][Batch 799], Speed: 151.986 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.070 [Epoch 40][Batch 809], Speed: 167.047 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.070 [Epoch 40][Batch 819], Speed: 142.741 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.070 [Epoch 40][Batch 829], Speed: 169.119 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.069 [Epoch 40][Batch 839], Speed: 143.132 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.069 [Epoch 40][Batch 849], Speed: 168.638 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.069 [Epoch 40][Batch 859], Speed: 156.876 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.069 [Epoch 40][Batch 869], Speed: 161.978 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.069 [Epoch 40][Batch 879], Speed: 153.308 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.069 [Epoch 40][Batch 889], Speed: 160.843 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.069 [Epoch 40][Batch 899], Speed: 155.276 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.069 [Epoch 40][Batch 909], Speed: 157.055 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.069 [Epoch 40][Batch 919], Speed: 154.076 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.068 [Epoch 40][Batch 929], Speed: 145.721 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.068 [Epoch 40][Batch 939], Speed: 154.455 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.068 [Epoch 40][Batch 949], Speed: 152.946 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.068 [Epoch 40][Batch 959], Speed: 168.326 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.068 [Epoch 40][Batch 969], Speed: 163.812 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.068 [Epoch 40][Batch 979], Speed: 146.179 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.068 [Epoch 40][Batch 989], Speed: 163.095 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.068 [Epoch 40][Batch 999], Speed: 168.086 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.067 [Epoch 40][Batch 1009], Speed: 163.718 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.067 [Epoch 40][Batch 1019], Speed: 152.650 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.067 [Epoch 40][Batch 1029], Speed: 173.223 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.067 [Epoch 40][Batch 1039], Speed: 152.888 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.067 [Epoch 40][Batch 1049], Speed: 160.807 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.067 [Epoch 40][Batch 1059], Speed: 168.742 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.067 [Epoch 40][Batch 1069], Speed: 159.507 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.067 [Epoch 40][Batch 1079], Speed: 166.892 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.067 [Epoch 40][Batch 1089], Speed: 166.427 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.066 [Epoch 40][Batch 1099], Speed: 147.018 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.066 [Epoch 40][Batch 1109], Speed: 162.354 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.066 [Epoch 40][Batch 1119], Speed: 164.092 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.066 [Epoch 40][Batch 1129], Speed: 171.008 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.066 [Epoch 40][Batch 1139], Speed: 160.352 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.066 [Epoch 40][Batch 1149], Speed: 176.365 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.066 [Epoch 40][Batch 1159], Speed: 153.178 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.066 [Epoch 40][Batch 1169], Speed: 147.990 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.066 [Epoch 40][Batch 1179], Speed: 160.008 samples/sec, LR=0.000375, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.065 [Epoch 40][Batch 1189], Speed: 177.654 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.065 [Epoch 40][Batch 1199], Speed: 150.683 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.065 [Epoch 40][Batch 1209], Speed: 168.182 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.065 [Epoch 40][Batch 1219], Speed: 172.557 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.227, HeatmapFocal=2.065 [Epoch 40] Training cost: 753.280, WHL1=0.281, CenterRegL1=0.227, HeatmapFocal=2.065 [Epoch 40] 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 ] = 0.440 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.277 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.088 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.295 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.412 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 ] = 0.377 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.386 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 ] = 0.415 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.616 person=37.6 bicycle=18.2 car=23.2 motorcycle=31.0 airplane=49.2 bus=44.5 train=50.7 truck=18.6 boat=12.5 traffic light=14.8 fire hydrant=49.0 stop sign=50.6 parking meter=32.7 bench=13.7 bird=20.4 cat=53.5 dog=48.2 horse=43.6 sheep=36.0 cow=38.1 elephant=51.9 bear=61.1 zebra=56.2 giraffe=58.1 backpack=5.2 umbrella=26.3 handbag=5.6 tie=17.1 suitcase=21.1 frisbee=36.9 skis=10.8 snowboard=15.1 sports ball=20.9 kite=23.8 baseball bat=13.0 baseball glove=21.3 skateboard=35.2 surfboard=19.3 tennis racket=30.3 bottle=17.6 wine glass=18.7 cup=23.6 fork=15.2 knife=4.6 spoon=6.6 bowl=25.4 banana=13.0 apple=6.8 sandwich=21.7 orange=20.9 broccoli=14.2 carrot=11.3 hot dog=21.6 pizza=37.6 donut=29.2 cake=23.5 chair=15.3 couch=30.8 potted plant=16.2 bed=24.3 dining table=15.8 toilet=50.8 tv=43.5 laptop=43.9 mouse=40.7 remote=9.6 keyboard=36.3 cell phone=17.0 microwave=36.2 oven=20.4 toaster=17.0 sink=25.1 refrigerator=39.8 book=3.0 clock=36.3 vase=22.3 scissors=15.1 teddy bear=33.9 hair drier=0.0 toothbrush=10.7 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =26.6 [Epoch 41][Batch 9], Speed: 166.109 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.226, HeatmapFocal=2.065 [Epoch 41][Batch 19], Speed: 163.895 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.065 [Epoch 41][Batch 29], Speed: 158.296 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.065 [Epoch 41][Batch 39], Speed: 156.078 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.065 [Epoch 41][Batch 49], Speed: 148.204 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.064 [Epoch 41][Batch 59], Speed: 150.348 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.064 [Epoch 41][Batch 69], Speed: 171.046 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.064 [Epoch 41][Batch 79], Speed: 168.454 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.064 [Epoch 41][Batch 89], Speed: 151.280 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.064 [Epoch 41][Batch 99], Speed: 165.617 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.064 [Epoch 41][Batch 109], Speed: 167.761 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.064 [Epoch 41][Batch 119], Speed: 157.498 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.064 [Epoch 41][Batch 129], Speed: 167.415 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.064 [Epoch 41][Batch 139], Speed: 156.735 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.063 [Epoch 41][Batch 149], Speed: 159.336 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.063 [Epoch 41][Batch 159], Speed: 169.032 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.063 [Epoch 41][Batch 169], Speed: 127.121 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.063 [Epoch 41][Batch 179], Speed: 165.030 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=2.063 [Epoch 41][Batch 189], Speed: 164.257 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=2.063 [Epoch 41][Batch 199], Speed: 170.572 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=2.063 [Epoch 41][Batch 209], Speed: 153.962 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.063 [Epoch 41][Batch 219], Speed: 169.206 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.063 [Epoch 41][Batch 229], Speed: 148.179 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.062 [Epoch 41][Batch 239], Speed: 155.153 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.062 [Epoch 41][Batch 249], Speed: 162.992 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.062 [Epoch 41][Batch 259], Speed: 148.469 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.062 [Epoch 41][Batch 269], Speed: 144.203 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.062 [Epoch 41][Batch 279], Speed: 144.918 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.062 [Epoch 41][Batch 289], Speed: 153.574 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.062 [Epoch 41][Batch 299], Speed: 148.996 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.062 [Epoch 41][Batch 309], Speed: 148.318 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.061 [Epoch 41][Batch 319], Speed: 169.555 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.061 [Epoch 41][Batch 329], Speed: 158.912 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.061 [Epoch 41][Batch 339], Speed: 164.457 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.061 [Epoch 41][Batch 349], Speed: 166.353 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.061 [Epoch 41][Batch 359], Speed: 143.292 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.227, HeatmapFocal=2.061 [Epoch 41][Batch 369], Speed: 164.211 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.061 [Epoch 41][Batch 379], Speed: 171.596 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.061 [Epoch 41][Batch 389], Speed: 156.974 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.061 [Epoch 41][Batch 399], Speed: 159.222 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.060 [Epoch 41][Batch 409], Speed: 164.810 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.060 [Epoch 41][Batch 419], Speed: 163.559 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.060 [Epoch 41][Batch 429], Speed: 159.805 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.060 [Epoch 41][Batch 439], Speed: 160.099 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.060 [Epoch 41][Batch 449], Speed: 153.544 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.060 [Epoch 41][Batch 459], Speed: 168.488 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.060 [Epoch 41][Batch 469], Speed: 159.928 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.060 [Epoch 41][Batch 479], Speed: 164.129 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.060 [Epoch 41][Batch 489], Speed: 175.145 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.059 [Epoch 41][Batch 499], Speed: 163.252 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.059 [Epoch 41][Batch 509], Speed: 147.912 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.059 [Epoch 41][Batch 519], Speed: 166.317 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.059 [Epoch 41][Batch 529], Speed: 163.689 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.059 [Epoch 41][Batch 539], Speed: 158.084 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.059 [Epoch 41][Batch 549], Speed: 169.493 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.059 [Epoch 41][Batch 559], Speed: 166.606 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.059 [Epoch 41][Batch 569], Speed: 140.764 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.059 [Epoch 41][Batch 579], Speed: 156.296 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.058 [Epoch 41][Batch 589], Speed: 158.239 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.058 [Epoch 41][Batch 599], Speed: 152.874 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.058 [Epoch 41][Batch 609], Speed: 171.307 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.058 [Epoch 41][Batch 619], Speed: 155.380 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.058 [Epoch 41][Batch 629], Speed: 159.451 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.058 [Epoch 41][Batch 639], Speed: 168.953 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.058 [Epoch 41][Batch 649], Speed: 165.899 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.058 [Epoch 41][Batch 659], Speed: 156.444 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.058 [Epoch 41][Batch 669], Speed: 161.668 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.057 [Epoch 41][Batch 679], Speed: 168.020 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.057 [Epoch 41][Batch 689], Speed: 150.395 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.057 [Epoch 41][Batch 699], Speed: 165.627 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.057 [Epoch 41][Batch 709], Speed: 161.589 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.057 [Epoch 41][Batch 719], Speed: 150.121 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.057 [Epoch 41][Batch 729], Speed: 164.272 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.057 [Epoch 41][Batch 739], Speed: 163.135 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.057 [Epoch 41][Batch 749], Speed: 158.765 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.057 [Epoch 41][Batch 759], Speed: 150.514 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.056 [Epoch 41][Batch 769], Speed: 152.880 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.056 [Epoch 41][Batch 779], Speed: 156.559 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.056 [Epoch 41][Batch 789], Speed: 161.880 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.056 [Epoch 41][Batch 799], Speed: 172.966 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.056 [Epoch 41][Batch 809], Speed: 151.121 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.056 [Epoch 41][Batch 819], Speed: 165.436 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.056 [Epoch 41][Batch 829], Speed: 148.529 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.056 [Epoch 41][Batch 839], Speed: 169.085 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.056 [Epoch 41][Batch 849], Speed: 160.984 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.055 [Epoch 41][Batch 859], Speed: 161.669 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.055 [Epoch 41][Batch 869], Speed: 155.504 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.055 [Epoch 41][Batch 879], Speed: 158.935 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.055 [Epoch 41][Batch 889], Speed: 151.018 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.055 [Epoch 41][Batch 899], Speed: 163.423 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.055 [Epoch 41][Batch 909], Speed: 142.010 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.055 [Epoch 41][Batch 919], Speed: 169.504 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.055 [Epoch 41][Batch 929], Speed: 163.468 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.055 [Epoch 41][Batch 939], Speed: 169.186 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.054 [Epoch 41][Batch 949], Speed: 155.454 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.054 [Epoch 41][Batch 959], Speed: 156.913 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.054 [Epoch 41][Batch 969], Speed: 162.762 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.054 [Epoch 41][Batch 979], Speed: 170.633 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.054 [Epoch 41][Batch 989], Speed: 155.538 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.054 [Epoch 41][Batch 999], Speed: 148.987 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.054 [Epoch 41][Batch 1009], Speed: 155.490 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.054 [Epoch 41][Batch 1019], Speed: 155.572 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.054 [Epoch 41][Batch 1029], Speed: 172.839 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.054 [Epoch 41][Batch 1039], Speed: 170.188 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.053 [Epoch 41][Batch 1049], Speed: 160.753 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.053 [Epoch 41][Batch 1059], Speed: 168.353 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.053 [Epoch 41][Batch 1069], Speed: 148.109 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.053 [Epoch 41][Batch 1079], Speed: 165.096 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.053 [Epoch 41][Batch 1089], Speed: 161.401 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.053 [Epoch 41][Batch 1099], Speed: 170.906 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.053 [Epoch 41][Batch 1109], Speed: 153.461 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.053 [Epoch 41][Batch 1119], Speed: 180.476 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.053 [Epoch 41][Batch 1129], Speed: 162.241 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.052 [Epoch 41][Batch 1139], Speed: 175.034 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.052 [Epoch 41][Batch 1149], Speed: 167.358 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.052 [Epoch 41][Batch 1159], Speed: 149.774 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.052 [Epoch 41][Batch 1169], Speed: 163.441 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.052 [Epoch 41][Batch 1179], Speed: 155.175 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.052 [Epoch 41][Batch 1189], Speed: 178.184 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.052 [Epoch 41][Batch 1199], Speed: 160.111 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.052 [Epoch 41][Batch 1209], Speed: 159.423 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.052 [Epoch 41][Batch 1219], Speed: 158.361 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.051 [Epoch 41] Training cost: 750.952, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.051 [Epoch 42][Batch 9], Speed: 168.144 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=2.051 [Epoch 42][Batch 19], Speed: 167.742 samples/sec, LR=0.000375, WHL1=0.282, CenterRegL1=0.225, HeatmapFocal=2.051 [Epoch 42][Batch 29], Speed: 162.162 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.051 [Epoch 42][Batch 39], Speed: 169.406 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.051 [Epoch 42][Batch 49], Speed: 147.574 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.226, HeatmapFocal=2.051 [Epoch 42][Batch 59], Speed: 148.350 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=2.051 [Epoch 42][Batch 69], Speed: 165.687 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.051 [Epoch 42][Batch 79], Speed: 157.875 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.226, HeatmapFocal=2.051 [Epoch 42][Batch 89], Speed: 152.932 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=2.050 [Epoch 42][Batch 99], Speed: 167.950 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=2.050 [Epoch 42][Batch 109], Speed: 142.728 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.226, HeatmapFocal=2.050 [Epoch 42][Batch 119], Speed: 152.978 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.226, HeatmapFocal=2.050 [Epoch 42][Batch 129], Speed: 168.667 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.050 [Epoch 42][Batch 139], Speed: 150.806 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.050 [Epoch 42][Batch 149], Speed: 148.658 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.050 [Epoch 42][Batch 159], Speed: 167.836 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.050 [Epoch 42][Batch 169], Speed: 158.476 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.050 [Epoch 42][Batch 179], Speed: 157.094 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.049 [Epoch 42][Batch 189], Speed: 171.949 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=2.049 [Epoch 42][Batch 199], Speed: 157.865 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=2.049 [Epoch 42][Batch 209], Speed: 152.819 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=2.049 [Epoch 42][Batch 219], Speed: 168.488 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.049 [Epoch 42][Batch 229], Speed: 152.234 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.049 [Epoch 42][Batch 239], Speed: 153.587 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=2.049 [Epoch 42][Batch 249], Speed: 168.189 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.049 [Epoch 42][Batch 259], Speed: 160.394 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=2.049 [Epoch 42][Batch 269], Speed: 139.510 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.226, HeatmapFocal=2.048 [Epoch 42][Batch 279], Speed: 166.456 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.048 [Epoch 42][Batch 289], Speed: 168.146 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.048 [Epoch 42][Batch 299], Speed: 150.105 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.048 [Epoch 42][Batch 309], Speed: 164.229 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.048 [Epoch 42][Batch 319], Speed: 167.021 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.048 [Epoch 42][Batch 329], Speed: 152.411 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.048 [Epoch 42][Batch 339], Speed: 156.125 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.048 [Epoch 42][Batch 349], Speed: 162.769 samples/sec, LR=0.000375, WHL1=0.278, CenterRegL1=0.227, HeatmapFocal=2.048 [Epoch 42][Batch 359], Speed: 159.077 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.048 [Epoch 42][Batch 369], Speed: 167.227 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.226, HeatmapFocal=2.047 [Epoch 42][Batch 379], Speed: 146.385 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.047 [Epoch 42][Batch 389], Speed: 152.093 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.047 [Epoch 42][Batch 399], Speed: 149.385 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.047 [Epoch 42][Batch 409], Speed: 158.057 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.047 [Epoch 42][Batch 419], Speed: 153.647 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.047 [Epoch 42][Batch 429], Speed: 160.769 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.047 [Epoch 42][Batch 439], Speed: 151.775 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.047 [Epoch 42][Batch 449], Speed: 152.950 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.047 [Epoch 42][Batch 459], Speed: 156.262 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.046 [Epoch 42][Batch 469], Speed: 156.387 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.046 [Epoch 42][Batch 479], Speed: 162.338 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.046 [Epoch 42][Batch 489], Speed: 163.594 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.046 [Epoch 42][Batch 499], Speed: 164.484 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.046 [Epoch 42][Batch 509], Speed: 157.871 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.046 [Epoch 42][Batch 519], Speed: 145.411 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.046 [Epoch 42][Batch 529], Speed: 162.562 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.046 [Epoch 42][Batch 539], Speed: 147.272 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.046 [Epoch 42][Batch 549], Speed: 162.320 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.045 [Epoch 42][Batch 559], Speed: 154.736 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.045 [Epoch 42][Batch 569], Speed: 155.970 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.045 [Epoch 42][Batch 579], Speed: 158.888 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.045 [Epoch 42][Batch 589], Speed: 166.241 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.045 [Epoch 42][Batch 599], Speed: 154.892 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.045 [Epoch 42][Batch 609], Speed: 170.542 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.045 [Epoch 42][Batch 619], Speed: 164.387 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.045 [Epoch 42][Batch 629], Speed: 155.813 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.045 [Epoch 42][Batch 639], Speed: 160.034 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 42][Batch 649], Speed: 154.373 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 42][Batch 659], Speed: 151.434 samples/sec, LR=0.000375, WHL1=0.276, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 42][Batch 669], Speed: 158.858 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 42][Batch 679], Speed: 145.837 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 42][Batch 689], Speed: 162.429 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 42][Batch 699], Speed: 159.930 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 42][Batch 709], Speed: 167.830 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 42][Batch 719], Speed: 149.976 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 42][Batch 729], Speed: 169.756 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.044 [Epoch 42][Batch 739], Speed: 153.685 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.043 [Epoch 42][Batch 749], Speed: 160.592 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.043 [Epoch 42][Batch 759], Speed: 171.912 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.043 [Epoch 42][Batch 769], Speed: 163.769 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.043 [Epoch 42][Batch 779], Speed: 155.626 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.043 [Epoch 42][Batch 789], Speed: 164.936 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.043 [Epoch 42][Batch 799], Speed: 162.954 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.043 [Epoch 42][Batch 809], Speed: 154.081 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.043 [Epoch 42][Batch 819], Speed: 166.382 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.043 [Epoch 42][Batch 829], Speed: 154.262 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.042 [Epoch 42][Batch 839], Speed: 153.800 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.042 [Epoch 42][Batch 849], Speed: 157.905 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.042 [Epoch 42][Batch 859], Speed: 152.671 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.042 [Epoch 42][Batch 869], Speed: 155.527 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.042 [Epoch 42][Batch 879], Speed: 163.187 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.042 [Epoch 42][Batch 889], Speed: 158.087 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.042 [Epoch 42][Batch 899], Speed: 150.546 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.042 [Epoch 42][Batch 909], Speed: 152.134 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.042 [Epoch 42][Batch 919], Speed: 152.905 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.042 [Epoch 42][Batch 929], Speed: 159.965 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.041 [Epoch 42][Batch 939], Speed: 166.318 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.041 [Epoch 42][Batch 949], Speed: 155.817 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.041 [Epoch 42][Batch 959], Speed: 153.114 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.041 [Epoch 42][Batch 969], Speed: 157.067 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.041 [Epoch 42][Batch 979], Speed: 147.586 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.041 [Epoch 42][Batch 989], Speed: 148.098 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.041 [Epoch 42][Batch 999], Speed: 164.748 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.041 [Epoch 42][Batch 1009], Speed: 151.578 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.041 [Epoch 42][Batch 1019], Speed: 153.514 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.040 [Epoch 42][Batch 1029], Speed: 168.634 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.040 [Epoch 42][Batch 1039], Speed: 148.354 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.040 [Epoch 42][Batch 1049], Speed: 161.398 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.040 [Epoch 42][Batch 1059], Speed: 164.090 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.040 [Epoch 42][Batch 1069], Speed: 157.778 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.040 [Epoch 42][Batch 1079], Speed: 157.463 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.040 [Epoch 42][Batch 1089], Speed: 163.107 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.040 [Epoch 42][Batch 1099], Speed: 143.858 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.040 [Epoch 42][Batch 1109], Speed: 161.857 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.040 [Epoch 42][Batch 1119], Speed: 179.452 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.039 [Epoch 42][Batch 1129], Speed: 167.837 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.039 [Epoch 42][Batch 1139], Speed: 177.514 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.039 [Epoch 42][Batch 1149], Speed: 171.661 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.039 [Epoch 42][Batch 1159], Speed: 152.772 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.039 [Epoch 42][Batch 1169], Speed: 165.201 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.039 [Epoch 42][Batch 1179], Speed: 173.863 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.039 [Epoch 42][Batch 1189], Speed: 168.201 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.039 [Epoch 42][Batch 1199], Speed: 161.255 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.039 [Epoch 42][Batch 1209], Speed: 165.529 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.038 [Epoch 42][Batch 1219], Speed: 156.083 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.038 [Epoch 42] Training cost: 752.526, WHL1=0.277, CenterRegL1=0.227, HeatmapFocal=2.038 [Epoch 43][Batch 9], Speed: 167.203 samples/sec, LR=0.000375, WHL1=0.277, CenterRegL1=0.224, HeatmapFocal=2.038 [Epoch 43][Batch 19], Speed: 154.960 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=2.038 [Epoch 43][Batch 29], Speed: 152.587 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=2.038 [Epoch 43][Batch 39], Speed: 160.722 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.038 [Epoch 43][Batch 49], Speed: 145.753 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.038 [Epoch 43][Batch 59], Speed: 153.254 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.038 [Epoch 43][Batch 69], Speed: 161.168 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.038 [Epoch 43][Batch 79], Speed: 166.523 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.038 [Epoch 43][Batch 89], Speed: 157.080 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.037 [Epoch 43][Batch 99], Speed: 159.545 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.037 [Epoch 43][Batch 109], Speed: 149.560 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.037 [Epoch 43][Batch 119], Speed: 153.771 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.037 [Epoch 43][Batch 129], Speed: 161.320 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.037 [Epoch 43][Batch 139], Speed: 164.261 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.037 [Epoch 43][Batch 149], Speed: 141.959 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.037 [Epoch 43][Batch 159], Speed: 156.604 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.037 [Epoch 43][Batch 169], Speed: 142.624 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.037 [Epoch 43][Batch 179], Speed: 154.755 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.036 [Epoch 43][Batch 189], Speed: 164.281 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.036 [Epoch 43][Batch 199], Speed: 167.032 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.036 [Epoch 43][Batch 209], Speed: 166.097 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.036 [Epoch 43][Batch 219], Speed: 158.786 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.036 [Epoch 43][Batch 229], Speed: 161.561 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.036 [Epoch 43][Batch 239], Speed: 156.923 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.036 [Epoch 43][Batch 249], Speed: 160.983 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.036 [Epoch 43][Batch 259], Speed: 151.629 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.036 [Epoch 43][Batch 269], Speed: 151.886 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.035 [Epoch 43][Batch 279], Speed: 138.758 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.035 [Epoch 43][Batch 289], Speed: 162.125 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.035 [Epoch 43][Batch 299], Speed: 161.363 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.035 [Epoch 43][Batch 309], Speed: 163.995 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.035 [Epoch 43][Batch 319], Speed: 143.169 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.035 [Epoch 43][Batch 329], Speed: 149.152 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.035 [Epoch 43][Batch 339], Speed: 160.927 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.035 [Epoch 43][Batch 349], Speed: 150.117 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.035 [Epoch 43][Batch 359], Speed: 158.636 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.035 [Epoch 43][Batch 369], Speed: 164.137 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.034 [Epoch 43][Batch 379], Speed: 146.938 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.034 [Epoch 43][Batch 389], Speed: 149.183 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.034 [Epoch 43][Batch 399], Speed: 160.168 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.034 [Epoch 43][Batch 409], Speed: 148.718 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.034 [Epoch 43][Batch 419], Speed: 159.693 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.034 [Epoch 43][Batch 429], Speed: 169.030 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.034 [Epoch 43][Batch 439], Speed: 153.712 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.034 [Epoch 43][Batch 449], Speed: 156.734 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.034 [Epoch 43][Batch 459], Speed: 151.288 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.033 [Epoch 43][Batch 469], Speed: 159.916 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.033 [Epoch 43][Batch 479], Speed: 153.489 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.033 [Epoch 43][Batch 489], Speed: 167.424 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.033 [Epoch 43][Batch 499], Speed: 148.470 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.033 [Epoch 43][Batch 509], Speed: 157.751 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.033 [Epoch 43][Batch 519], Speed: 159.355 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.033 [Epoch 43][Batch 529], Speed: 142.747 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.033 [Epoch 43][Batch 539], Speed: 154.726 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.033 [Epoch 43][Batch 549], Speed: 156.524 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.033 [Epoch 43][Batch 559], Speed: 159.678 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.032 [Epoch 43][Batch 569], Speed: 167.070 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.032 [Epoch 43][Batch 579], Speed: 162.052 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.032 [Epoch 43][Batch 589], Speed: 141.794 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.032 [Epoch 43][Batch 599], Speed: 154.652 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.032 [Epoch 43][Batch 609], Speed: 166.315 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.032 [Epoch 43][Batch 619], Speed: 161.785 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.032 [Epoch 43][Batch 629], Speed: 160.927 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.032 [Epoch 43][Batch 639], Speed: 159.557 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.032 [Epoch 43][Batch 649], Speed: 163.598 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.032 [Epoch 43][Batch 659], Speed: 156.501 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.031 [Epoch 43][Batch 669], Speed: 173.649 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.031 [Epoch 43][Batch 679], Speed: 157.291 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.031 [Epoch 43][Batch 689], Speed: 134.834 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.031 [Epoch 43][Batch 699], Speed: 160.543 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.031 [Epoch 43][Batch 709], Speed: 160.991 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.031 [Epoch 43][Batch 719], Speed: 154.283 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.031 [Epoch 43][Batch 729], Speed: 157.991 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.031 [Epoch 43][Batch 739], Speed: 159.595 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.031 [Epoch 43][Batch 749], Speed: 167.477 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.030 [Epoch 43][Batch 759], Speed: 153.603 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.030 [Epoch 43][Batch 769], Speed: 164.702 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.030 [Epoch 43][Batch 779], Speed: 141.240 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.030 [Epoch 43][Batch 789], Speed: 172.343 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.030 [Epoch 43][Batch 799], Speed: 148.466 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.030 [Epoch 43][Batch 809], Speed: 159.580 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.030 [Epoch 43][Batch 819], Speed: 161.202 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.030 [Epoch 43][Batch 829], Speed: 151.761 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.030 [Epoch 43][Batch 839], Speed: 158.184 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.030 [Epoch 43][Batch 849], Speed: 169.860 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 859], Speed: 162.866 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 869], Speed: 161.359 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 879], Speed: 155.852 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 889], Speed: 162.272 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 899], Speed: 158.416 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 909], Speed: 166.024 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 919], Speed: 146.529 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 929], Speed: 143.156 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 939], Speed: 152.433 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 949], Speed: 149.080 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.029 [Epoch 43][Batch 959], Speed: 157.353 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.028 [Epoch 43][Batch 969], Speed: 157.481 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.028 [Epoch 43][Batch 979], Speed: 145.466 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.028 [Epoch 43][Batch 989], Speed: 148.161 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.028 [Epoch 43][Batch 999], Speed: 164.828 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.028 [Epoch 43][Batch 1009], Speed: 151.472 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.028 [Epoch 43][Batch 1019], Speed: 160.550 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.028 [Epoch 43][Batch 1029], Speed: 163.132 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.028 [Epoch 43][Batch 1039], Speed: 139.955 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.028 [Epoch 43][Batch 1049], Speed: 149.524 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.028 [Epoch 43][Batch 1059], Speed: 168.251 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.027 [Epoch 43][Batch 1069], Speed: 157.443 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.027 [Epoch 43][Batch 1079], Speed: 150.747 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.027 [Epoch 43][Batch 1089], Speed: 168.669 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.027 [Epoch 43][Batch 1099], Speed: 161.819 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.027 [Epoch 43][Batch 1109], Speed: 161.118 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.027 [Epoch 43][Batch 1119], Speed: 166.077 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.027 [Epoch 43][Batch 1129], Speed: 154.999 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.027 [Epoch 43][Batch 1139], Speed: 168.319 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.027 [Epoch 43][Batch 1149], Speed: 156.088 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.027 [Epoch 43][Batch 1159], Speed: 157.887 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.026 [Epoch 43][Batch 1169], Speed: 148.811 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.026 [Epoch 43][Batch 1179], Speed: 160.483 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.026 [Epoch 43][Batch 1189], Speed: 161.727 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.026 [Epoch 43][Batch 1199], Speed: 162.336 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.026 [Epoch 43][Batch 1209], Speed: 153.366 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.026 [Epoch 43][Batch 1219], Speed: 175.099 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.026 [Epoch 43] Training cost: 754.286, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.026 [Epoch 44][Batch 9], Speed: 159.820 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.026 [Epoch 44][Batch 19], Speed: 159.395 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.228, HeatmapFocal=2.026 [Epoch 44][Batch 29], Speed: 166.646 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.227, HeatmapFocal=2.026 [Epoch 44][Batch 39], Speed: 144.667 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=2.025 [Epoch 44][Batch 49], Speed: 150.361 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=2.025 [Epoch 44][Batch 59], Speed: 171.721 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.227, HeatmapFocal=2.025 [Epoch 44][Batch 69], Speed: 164.290 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=2.025 [Epoch 44][Batch 79], Speed: 166.347 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=2.025 [Epoch 44][Batch 89], Speed: 172.419 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.025 [Epoch 44][Batch 99], Speed: 162.522 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.025 [Epoch 44][Batch 109], Speed: 149.225 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.025 [Epoch 44][Batch 119], Speed: 152.620 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.025 [Epoch 44][Batch 129], Speed: 159.281 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.025 [Epoch 44][Batch 139], Speed: 145.455 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.227, HeatmapFocal=2.024 [Epoch 44][Batch 149], Speed: 165.481 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=2.024 [Epoch 44][Batch 159], Speed: 146.137 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.024 [Epoch 44][Batch 169], Speed: 161.026 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.024 [Epoch 44][Batch 179], Speed: 161.063 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.024 [Epoch 44][Batch 189], Speed: 157.107 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=2.024 [Epoch 44][Batch 199], Speed: 157.429 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=2.024 [Epoch 44][Batch 209], Speed: 166.426 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.024 [Epoch 44][Batch 219], Speed: 162.370 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.024 [Epoch 44][Batch 229], Speed: 152.890 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.023 [Epoch 44][Batch 239], Speed: 172.874 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.023 [Epoch 44][Batch 249], Speed: 159.094 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.023 [Epoch 44][Batch 259], Speed: 158.523 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.023 [Epoch 44][Batch 269], Speed: 171.976 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.227, HeatmapFocal=2.023 [Epoch 44][Batch 279], Speed: 154.109 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.023 [Epoch 44][Batch 289], Speed: 160.556 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.023 [Epoch 44][Batch 299], Speed: 164.707 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.023 [Epoch 44][Batch 309], Speed: 168.438 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.023 [Epoch 44][Batch 319], Speed: 166.129 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.023 [Epoch 44][Batch 329], Speed: 167.981 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.022 [Epoch 44][Batch 339], Speed: 162.330 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.022 [Epoch 44][Batch 349], Speed: 149.313 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.022 [Epoch 44][Batch 359], Speed: 162.807 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.022 [Epoch 44][Batch 369], Speed: 170.531 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.022 [Epoch 44][Batch 379], Speed: 160.558 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.022 [Epoch 44][Batch 389], Speed: 158.299 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.022 [Epoch 44][Batch 399], Speed: 150.692 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.022 [Epoch 44][Batch 409], Speed: 157.851 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.022 [Epoch 44][Batch 419], Speed: 166.975 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.022 [Epoch 44][Batch 429], Speed: 175.267 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.021 [Epoch 44][Batch 439], Speed: 152.671 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.021 [Epoch 44][Batch 449], Speed: 158.648 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.021 [Epoch 44][Batch 459], Speed: 152.552 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.021 [Epoch 44][Batch 469], Speed: 142.620 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.021 [Epoch 44][Batch 479], Speed: 165.074 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.021 [Epoch 44][Batch 489], Speed: 151.689 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.021 [Epoch 44][Batch 499], Speed: 153.235 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.021 [Epoch 44][Batch 509], Speed: 172.040 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.021 [Epoch 44][Batch 519], Speed: 158.661 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.021 [Epoch 44][Batch 529], Speed: 169.779 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 44][Batch 539], Speed: 164.900 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 44][Batch 549], Speed: 166.958 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 44][Batch 559], Speed: 157.929 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 44][Batch 569], Speed: 155.504 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 44][Batch 579], Speed: 164.481 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 44][Batch 589], Speed: 166.901 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 44][Batch 599], Speed: 167.401 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 44][Batch 609], Speed: 167.173 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 44][Batch 619], Speed: 161.688 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.020 [Epoch 44][Batch 629], Speed: 161.485 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.019 [Epoch 44][Batch 639], Speed: 144.387 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.019 [Epoch 44][Batch 649], Speed: 163.347 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.019 [Epoch 44][Batch 659], Speed: 172.099 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.019 [Epoch 44][Batch 669], Speed: 172.258 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.019 [Epoch 44][Batch 679], Speed: 149.904 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.019 [Epoch 44][Batch 689], Speed: 167.206 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.019 [Epoch 44][Batch 699], Speed: 149.928 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.019 [Epoch 44][Batch 709], Speed: 149.255 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.019 [Epoch 44][Batch 719], Speed: 152.829 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.019 [Epoch 44][Batch 729], Speed: 166.270 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 739], Speed: 163.037 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 749], Speed: 158.825 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 759], Speed: 148.519 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 769], Speed: 157.789 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 779], Speed: 156.290 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 789], Speed: 170.038 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 799], Speed: 147.908 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 809], Speed: 150.279 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 819], Speed: 162.721 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 829], Speed: 160.587 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.018 [Epoch 44][Batch 839], Speed: 165.822 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.017 [Epoch 44][Batch 849], Speed: 156.708 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.017 [Epoch 44][Batch 859], Speed: 157.208 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.017 [Epoch 44][Batch 869], Speed: 145.098 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.017 [Epoch 44][Batch 879], Speed: 157.301 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.017 [Epoch 44][Batch 889], Speed: 152.367 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.017 [Epoch 44][Batch 899], Speed: 164.828 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.017 [Epoch 44][Batch 909], Speed: 164.053 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.017 [Epoch 44][Batch 919], Speed: 158.923 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.017 [Epoch 44][Batch 929], Speed: 162.464 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.017 [Epoch 44][Batch 939], Speed: 163.870 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.016 [Epoch 44][Batch 949], Speed: 157.806 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.016 [Epoch 44][Batch 959], Speed: 142.480 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.016 [Epoch 44][Batch 969], Speed: 164.299 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.016 [Epoch 44][Batch 979], Speed: 167.304 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.016 [Epoch 44][Batch 989], Speed: 167.190 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.016 [Epoch 44][Batch 999], Speed: 149.729 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.016 [Epoch 44][Batch 1009], Speed: 169.534 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.016 [Epoch 44][Batch 1019], Speed: 137.375 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.016 [Epoch 44][Batch 1029], Speed: 171.254 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.016 [Epoch 44][Batch 1039], Speed: 150.571 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1049], Speed: 164.011 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1059], Speed: 161.341 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1069], Speed: 165.701 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1079], Speed: 146.147 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1089], Speed: 167.141 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1099], Speed: 153.572 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1109], Speed: 158.505 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1119], Speed: 156.265 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1129], Speed: 169.165 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1139], Speed: 161.308 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.015 [Epoch 44][Batch 1149], Speed: 173.341 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.014 [Epoch 44][Batch 1159], Speed: 137.566 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.014 [Epoch 44][Batch 1169], Speed: 163.011 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.014 [Epoch 44][Batch 1179], Speed: 179.646 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.014 [Epoch 44][Batch 1189], Speed: 179.787 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.014 [Epoch 44][Batch 1199], Speed: 149.629 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.014 [Epoch 44][Batch 1209], Speed: 162.314 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.014 [Epoch 44][Batch 1219], Speed: 151.527 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.014 [Epoch 44] Training cost: 755.241, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=2.014 [Epoch 45][Batch 9], Speed: 163.973 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.226, HeatmapFocal=2.014 [Epoch 45][Batch 19], Speed: 141.009 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.225, HeatmapFocal=2.014 [Epoch 45][Batch 29], Speed: 156.238 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.225, HeatmapFocal=2.013 [Epoch 45][Batch 39], Speed: 147.031 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.225, HeatmapFocal=2.013 [Epoch 45][Batch 49], Speed: 170.902 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.225, HeatmapFocal=2.013 [Epoch 45][Batch 59], Speed: 161.820 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.225, HeatmapFocal=2.013 [Epoch 45][Batch 69], Speed: 162.483 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.225, HeatmapFocal=2.013 [Epoch 45][Batch 79], Speed: 150.809 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.013 [Epoch 45][Batch 89], Speed: 152.128 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.225, HeatmapFocal=2.013 [Epoch 45][Batch 99], Speed: 159.460 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.013 [Epoch 45][Batch 109], Speed: 156.492 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.013 [Epoch 45][Batch 119], Speed: 168.948 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.013 [Epoch 45][Batch 129], Speed: 167.288 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.012 [Epoch 45][Batch 139], Speed: 156.105 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.012 [Epoch 45][Batch 149], Speed: 153.342 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.012 [Epoch 45][Batch 159], Speed: 167.725 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.012 [Epoch 45][Batch 169], Speed: 160.637 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.012 [Epoch 45][Batch 179], Speed: 164.995 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.012 [Epoch 45][Batch 189], Speed: 162.141 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.012 [Epoch 45][Batch 199], Speed: 139.684 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.012 [Epoch 45][Batch 209], Speed: 151.720 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.012 [Epoch 45][Batch 219], Speed: 172.507 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.012 [Epoch 45][Batch 229], Speed: 152.076 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.011 [Epoch 45][Batch 239], Speed: 164.990 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.011 [Epoch 45][Batch 249], Speed: 167.879 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.011 [Epoch 45][Batch 259], Speed: 156.034 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.011 [Epoch 45][Batch 269], Speed: 155.153 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.011 [Epoch 45][Batch 279], Speed: 167.474 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.011 [Epoch 45][Batch 289], Speed: 149.672 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.011 [Epoch 45][Batch 299], Speed: 154.576 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=2.011 [Epoch 45][Batch 309], Speed: 173.748 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.011 [Epoch 45][Batch 319], Speed: 160.719 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.011 [Epoch 45][Batch 329], Speed: 158.348 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 339], Speed: 155.949 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 349], Speed: 150.969 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 359], Speed: 163.369 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 369], Speed: 151.839 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 379], Speed: 146.634 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 389], Speed: 141.976 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 399], Speed: 165.745 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 409], Speed: 144.688 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 419], Speed: 157.883 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 429], Speed: 171.501 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=2.010 [Epoch 45][Batch 439], Speed: 145.813 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=2.009 [Epoch 45][Batch 449], Speed: 154.847 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.009 [Epoch 45][Batch 459], Speed: 162.758 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.009 [Epoch 45][Batch 469], Speed: 157.967 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.009 [Epoch 45][Batch 479], Speed: 159.112 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.009 [Epoch 45][Batch 489], Speed: 169.496 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.009 [Epoch 45][Batch 499], Speed: 156.422 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.009 [Epoch 45][Batch 509], Speed: 165.246 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.009 [Epoch 45][Batch 519], Speed: 169.945 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.009 [Epoch 45][Batch 529], Speed: 162.729 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.009 [Epoch 45][Batch 539], Speed: 163.815 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.008 [Epoch 45][Batch 549], Speed: 151.615 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.008 [Epoch 45][Batch 559], Speed: 158.103 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.008 [Epoch 45][Batch 569], Speed: 154.298 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.008 [Epoch 45][Batch 579], Speed: 166.199 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.008 [Epoch 45][Batch 589], Speed: 160.319 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.008 [Epoch 45][Batch 599], Speed: 148.455 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.008 [Epoch 45][Batch 609], Speed: 166.129 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.008 [Epoch 45][Batch 619], Speed: 132.451 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.008 [Epoch 45][Batch 629], Speed: 162.529 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.008 [Epoch 45][Batch 639], Speed: 165.299 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 649], Speed: 160.022 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 659], Speed: 157.260 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 669], Speed: 159.362 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 679], Speed: 162.896 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 689], Speed: 165.057 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 699], Speed: 167.330 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 709], Speed: 147.882 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 719], Speed: 164.986 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 729], Speed: 158.769 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 739], Speed: 153.650 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.007 [Epoch 45][Batch 749], Speed: 156.476 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.006 [Epoch 45][Batch 759], Speed: 165.078 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.006 [Epoch 45][Batch 769], Speed: 159.801 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.006 [Epoch 45][Batch 779], Speed: 168.916 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.006 [Epoch 45][Batch 789], Speed: 163.430 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.006 [Epoch 45][Batch 799], Speed: 155.046 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.006 [Epoch 45][Batch 809], Speed: 158.646 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.006 [Epoch 45][Batch 819], Speed: 169.525 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.006 [Epoch 45][Batch 829], Speed: 156.265 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.006 [Epoch 45][Batch 839], Speed: 157.089 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.006 [Epoch 45][Batch 849], Speed: 172.109 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 859], Speed: 153.362 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 869], Speed: 151.037 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 879], Speed: 168.184 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 889], Speed: 164.031 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 899], Speed: 163.325 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 909], Speed: 160.861 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 919], Speed: 152.430 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 929], Speed: 149.656 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 939], Speed: 164.779 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 949], Speed: 148.095 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=2.005 [Epoch 45][Batch 959], Speed: 150.246 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 969], Speed: 153.832 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 979], Speed: 146.934 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 989], Speed: 155.745 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 999], Speed: 157.968 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 1009], Speed: 144.956 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 1019], Speed: 167.346 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 1029], Speed: 158.944 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 1039], Speed: 148.354 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 1049], Speed: 148.734 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 1059], Speed: 166.304 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.004 [Epoch 45][Batch 1069], Speed: 160.648 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1079], Speed: 157.983 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1089], Speed: 153.767 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1099], Speed: 145.967 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1109], Speed: 161.218 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1119], Speed: 161.543 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1129], Speed: 169.402 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1139], Speed: 172.770 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1149], Speed: 153.197 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1159], Speed: 160.726 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1169], Speed: 166.238 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.003 [Epoch 45][Batch 1179], Speed: 162.620 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.002 [Epoch 45][Batch 1189], Speed: 171.379 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.002 [Epoch 45][Batch 1199], Speed: 163.919 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.002 [Epoch 45][Batch 1209], Speed: 161.400 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.002 [Epoch 45][Batch 1219], Speed: 172.261 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.002 [Epoch 45] Training cost: 753.908, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=2.002 [Epoch 46][Batch 9], Speed: 163.870 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.228, HeatmapFocal=2.002 [Epoch 46][Batch 19], Speed: 162.908 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.229, HeatmapFocal=2.002 [Epoch 46][Batch 29], Speed: 155.032 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.227, HeatmapFocal=2.002 [Epoch 46][Batch 39], Speed: 158.514 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.227, HeatmapFocal=2.002 [Epoch 46][Batch 49], Speed: 149.616 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.227, HeatmapFocal=2.002 [Epoch 46][Batch 59], Speed: 169.562 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=2.001 [Epoch 46][Batch 69], Speed: 162.232 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=2.001 [Epoch 46][Batch 79], Speed: 149.682 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=2.001 [Epoch 46][Batch 89], Speed: 153.782 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=2.001 [Epoch 46][Batch 99], Speed: 170.796 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=2.001 [Epoch 46][Batch 109], Speed: 158.274 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=2.001 [Epoch 46][Batch 119], Speed: 152.480 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=2.001 [Epoch 46][Batch 129], Speed: 166.253 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=2.001 [Epoch 46][Batch 139], Speed: 150.276 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=2.001 [Epoch 46][Batch 149], Speed: 149.157 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=2.001 [Epoch 46][Batch 159], Speed: 166.030 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 169], Speed: 158.968 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 179], Speed: 154.385 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 189], Speed: 166.811 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 199], Speed: 153.993 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 209], Speed: 148.303 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 219], Speed: 168.689 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 229], Speed: 155.797 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 239], Speed: 166.123 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 249], Speed: 172.217 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 259], Speed: 168.316 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=2.000 [Epoch 46][Batch 269], Speed: 141.350 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.999 [Epoch 46][Batch 279], Speed: 168.057 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.999 [Epoch 46][Batch 289], Speed: 165.763 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.999 [Epoch 46][Batch 299], Speed: 154.396 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.999 [Epoch 46][Batch 309], Speed: 165.107 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.999 [Epoch 46][Batch 319], Speed: 148.060 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.999 [Epoch 46][Batch 329], Speed: 172.218 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.999 [Epoch 46][Batch 339], Speed: 171.315 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.999 [Epoch 46][Batch 349], Speed: 156.659 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.999 [Epoch 46][Batch 359], Speed: 145.388 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.999 [Epoch 46][Batch 369], Speed: 173.958 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 379], Speed: 162.248 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 389], Speed: 150.348 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 399], Speed: 166.307 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 409], Speed: 153.368 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 419], Speed: 162.457 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 429], Speed: 174.780 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 439], Speed: 159.577 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 449], Speed: 167.722 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 459], Speed: 160.809 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 469], Speed: 162.997 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.998 [Epoch 46][Batch 479], Speed: 152.985 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 489], Speed: 169.756 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 499], Speed: 164.842 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 509], Speed: 151.085 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 519], Speed: 150.412 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 529], Speed: 159.134 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 539], Speed: 154.423 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 549], Speed: 159.410 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 559], Speed: 151.476 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 569], Speed: 170.414 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 579], Speed: 159.178 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.997 [Epoch 46][Batch 589], Speed: 162.207 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 599], Speed: 152.956 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 609], Speed: 166.091 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 619], Speed: 153.035 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 629], Speed: 145.816 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 639], Speed: 172.386 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 649], Speed: 154.367 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 659], Speed: 156.685 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 669], Speed: 169.994 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 679], Speed: 162.468 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 689], Speed: 155.551 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.996 [Epoch 46][Batch 699], Speed: 170.933 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 709], Speed: 156.175 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 719], Speed: 146.923 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 729], Speed: 158.881 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 739], Speed: 158.575 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 749], Speed: 146.290 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 759], Speed: 157.667 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 769], Speed: 156.481 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 779], Speed: 154.939 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 789], Speed: 156.212 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 799], Speed: 155.190 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.995 [Epoch 46][Batch 809], Speed: 151.675 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 819], Speed: 169.586 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 829], Speed: 150.379 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 839], Speed: 152.416 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 849], Speed: 164.126 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 859], Speed: 156.839 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 869], Speed: 158.022 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 879], Speed: 171.049 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 889], Speed: 155.540 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 899], Speed: 160.368 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 909], Speed: 169.934 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.994 [Epoch 46][Batch 919], Speed: 156.804 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 929], Speed: 146.763 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 939], Speed: 172.428 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 949], Speed: 143.771 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 959], Speed: 154.670 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 969], Speed: 172.632 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 979], Speed: 171.900 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 989], Speed: 151.212 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 999], Speed: 170.725 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 1009], Speed: 161.526 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 1019], Speed: 148.819 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.993 [Epoch 46][Batch 1029], Speed: 161.295 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1039], Speed: 166.791 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1049], Speed: 140.972 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1059], Speed: 164.687 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1069], Speed: 146.981 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1079], Speed: 150.927 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1089], Speed: 173.973 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1099], Speed: 156.590 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1109], Speed: 177.052 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1119], Speed: 177.924 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1129], Speed: 157.968 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.992 [Epoch 46][Batch 1139], Speed: 160.130 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.991 [Epoch 46][Batch 1149], Speed: 164.272 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.991 [Epoch 46][Batch 1159], Speed: 162.290 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.991 [Epoch 46][Batch 1169], Speed: 171.900 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.991 [Epoch 46][Batch 1179], Speed: 158.334 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.991 [Epoch 46][Batch 1189], Speed: 151.763 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.991 [Epoch 46][Batch 1199], Speed: 150.168 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.991 [Epoch 46][Batch 1209], Speed: 149.999 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.991 [Epoch 46][Batch 1219], Speed: 153.104 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.991 [Epoch 46] Training cost: 754.414, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.991 [Epoch 47][Batch 9], Speed: 144.344 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.991 [Epoch 47][Batch 19], Speed: 163.358 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.225, HeatmapFocal=1.991 [Epoch 47][Batch 29], Speed: 167.758 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.224, HeatmapFocal=1.990 [Epoch 47][Batch 39], Speed: 151.444 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.224, HeatmapFocal=1.990 [Epoch 47][Batch 49], Speed: 164.103 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.225, HeatmapFocal=1.990 [Epoch 47][Batch 59], Speed: 157.714 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.225, HeatmapFocal=1.990 [Epoch 47][Batch 69], Speed: 148.830 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.225, HeatmapFocal=1.990 [Epoch 47][Batch 79], Speed: 169.900 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.225, HeatmapFocal=1.990 [Epoch 47][Batch 89], Speed: 172.963 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.225, HeatmapFocal=1.990 [Epoch 47][Batch 99], Speed: 146.280 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.225, HeatmapFocal=1.990 [Epoch 47][Batch 109], Speed: 160.767 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.225, HeatmapFocal=1.990 [Epoch 47][Batch 119], Speed: 160.752 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.225, HeatmapFocal=1.990 [Epoch 47][Batch 129], Speed: 160.803 samples/sec, LR=0.000375, WHL1=0.275, CenterRegL1=0.225, HeatmapFocal=1.990 [Epoch 47][Batch 139], Speed: 162.836 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.225, HeatmapFocal=1.989 [Epoch 47][Batch 149], Speed: 173.762 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.225, HeatmapFocal=1.989 [Epoch 47][Batch 159], Speed: 155.192 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.225, HeatmapFocal=1.989 [Epoch 47][Batch 169], Speed: 166.382 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.225, HeatmapFocal=1.989 [Epoch 47][Batch 179], Speed: 165.681 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.225, HeatmapFocal=1.989 [Epoch 47][Batch 189], Speed: 148.646 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.225, HeatmapFocal=1.989 [Epoch 47][Batch 199], Speed: 157.742 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.989 [Epoch 47][Batch 209], Speed: 150.300 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.989 [Epoch 47][Batch 219], Speed: 162.342 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.989 [Epoch 47][Batch 229], Speed: 160.399 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.989 [Epoch 47][Batch 239], Speed: 160.553 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.989 [Epoch 47][Batch 249], Speed: 164.958 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 259], Speed: 162.026 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 269], Speed: 166.232 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 279], Speed: 154.676 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 289], Speed: 158.255 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 299], Speed: 140.162 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 309], Speed: 150.573 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 319], Speed: 165.060 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 329], Speed: 164.004 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 339], Speed: 155.644 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 349], Speed: 157.051 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.988 [Epoch 47][Batch 359], Speed: 156.756 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 369], Speed: 152.834 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 379], Speed: 158.799 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 389], Speed: 162.766 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 399], Speed: 147.030 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 409], Speed: 139.392 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 419], Speed: 162.593 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 429], Speed: 164.746 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 439], Speed: 157.296 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 449], Speed: 172.853 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 459], Speed: 154.038 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.987 [Epoch 47][Batch 469], Speed: 168.292 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 479], Speed: 158.278 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 489], Speed: 150.649 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 499], Speed: 171.437 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 509], Speed: 160.709 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 519], Speed: 156.517 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 529], Speed: 147.560 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 539], Speed: 147.688 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 549], Speed: 154.365 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 559], Speed: 162.010 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 569], Speed: 154.727 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 579], Speed: 150.847 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.986 [Epoch 47][Batch 589], Speed: 154.791 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 599], Speed: 156.666 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 609], Speed: 158.704 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 619], Speed: 168.489 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 629], Speed: 169.043 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 639], Speed: 159.479 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 649], Speed: 162.453 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 659], Speed: 162.354 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 669], Speed: 151.251 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 679], Speed: 168.386 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 689], Speed: 166.925 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.985 [Epoch 47][Batch 699], Speed: 148.866 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 709], Speed: 135.587 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 719], Speed: 154.105 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 729], Speed: 150.961 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 739], Speed: 160.362 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 749], Speed: 152.917 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 759], Speed: 157.995 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 769], Speed: 154.792 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 779], Speed: 143.552 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 789], Speed: 144.661 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 799], Speed: 165.550 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.984 [Epoch 47][Batch 809], Speed: 148.909 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 819], Speed: 156.596 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 829], Speed: 157.954 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 839], Speed: 149.728 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 849], Speed: 154.143 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 859], Speed: 158.046 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 869], Speed: 149.904 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 879], Speed: 149.605 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 889], Speed: 157.341 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 899], Speed: 152.739 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 909], Speed: 169.641 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 919], Speed: 162.332 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.983 [Epoch 47][Batch 929], Speed: 162.924 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 939], Speed: 149.635 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 949], Speed: 159.522 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 959], Speed: 148.614 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 969], Speed: 157.853 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 979], Speed: 163.534 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 989], Speed: 156.431 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 999], Speed: 167.127 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 1009], Speed: 149.649 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 1019], Speed: 157.496 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 1029], Speed: 159.828 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.982 [Epoch 47][Batch 1039], Speed: 155.315 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1049], Speed: 148.732 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1059], Speed: 164.742 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1069], Speed: 139.860 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1079], Speed: 156.487 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1089], Speed: 169.259 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1099], Speed: 167.479 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1109], Speed: 163.048 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1119], Speed: 168.293 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1129], Speed: 164.223 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1139], Speed: 170.390 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1149], Speed: 172.930 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.981 [Epoch 47][Batch 1159], Speed: 154.161 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.980 [Epoch 47][Batch 1169], Speed: 164.696 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.980 [Epoch 47][Batch 1179], Speed: 170.869 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.980 [Epoch 47][Batch 1189], Speed: 141.517 samples/sec, LR=0.000375, WHL1=0.273, CenterRegL1=0.226, HeatmapFocal=1.980 [Epoch 47][Batch 1199], Speed: 165.309 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.980 [Epoch 47][Batch 1209], Speed: 149.547 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.980 [Epoch 47][Batch 1219], Speed: 161.235 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.980 [Epoch 47] Training cost: 753.390, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.980 [Epoch 48][Batch 9], Speed: 161.429 samples/sec, LR=0.000375, WHL1=0.279, CenterRegL1=0.225, HeatmapFocal=1.980 [Epoch 48][Batch 19], Speed: 161.874 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.225, HeatmapFocal=1.980 [Epoch 48][Batch 29], Speed: 169.187 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.225, HeatmapFocal=1.980 [Epoch 48][Batch 39], Speed: 149.309 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.980 [Epoch 48][Batch 49], Speed: 156.419 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.979 [Epoch 48][Batch 59], Speed: 158.241 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.979 [Epoch 48][Batch 69], Speed: 165.934 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.979 [Epoch 48][Batch 79], Speed: 149.889 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.979 [Epoch 48][Batch 89], Speed: 160.148 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.979 [Epoch 48][Batch 99], Speed: 156.561 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.979 [Epoch 48][Batch 109], Speed: 152.001 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.979 [Epoch 48][Batch 119], Speed: 154.241 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.979 [Epoch 48][Batch 129], Speed: 164.775 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.979 [Epoch 48][Batch 139], Speed: 158.765 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.979 [Epoch 48][Batch 149], Speed: 159.866 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.979 [Epoch 48][Batch 159], Speed: 151.344 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 169], Speed: 140.893 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 179], Speed: 151.637 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 189], Speed: 170.772 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 199], Speed: 167.120 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 209], Speed: 149.964 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 219], Speed: 160.791 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 229], Speed: 144.932 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 239], Speed: 152.772 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 249], Speed: 172.401 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 259], Speed: 160.350 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.978 [Epoch 48][Batch 269], Speed: 166.193 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 279], Speed: 164.055 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 289], Speed: 159.120 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 299], Speed: 160.189 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 309], Speed: 162.429 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 319], Speed: 153.190 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 329], Speed: 168.745 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 339], Speed: 155.185 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 349], Speed: 160.758 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 359], Speed: 162.740 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 369], Speed: 167.399 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 379], Speed: 164.106 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.977 [Epoch 48][Batch 389], Speed: 149.383 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 399], Speed: 165.088 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 409], Speed: 141.804 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 419], Speed: 146.199 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 429], Speed: 159.229 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 439], Speed: 163.918 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 449], Speed: 154.018 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 459], Speed: 163.049 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 469], Speed: 159.318 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 479], Speed: 155.594 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 489], Speed: 171.071 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.976 [Epoch 48][Batch 499], Speed: 166.812 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 509], Speed: 156.025 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 519], Speed: 163.089 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 529], Speed: 154.348 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 539], Speed: 157.530 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 549], Speed: 152.956 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 559], Speed: 164.140 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 569], Speed: 150.459 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 579], Speed: 158.229 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 589], Speed: 160.220 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 599], Speed: 157.809 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 609], Speed: 163.754 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.975 [Epoch 48][Batch 619], Speed: 160.435 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 629], Speed: 149.157 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 639], Speed: 143.739 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 649], Speed: 145.292 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 659], Speed: 153.990 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 669], Speed: 157.888 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 679], Speed: 159.487 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 689], Speed: 148.197 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 699], Speed: 156.133 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 709], Speed: 140.428 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 719], Speed: 155.498 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.974 [Epoch 48][Batch 729], Speed: 165.907 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 739], Speed: 170.116 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 749], Speed: 155.423 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 759], Speed: 148.792 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 769], Speed: 152.892 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 779], Speed: 162.059 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 789], Speed: 158.940 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 799], Speed: 169.261 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 809], Speed: 153.512 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 819], Speed: 150.613 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 829], Speed: 148.498 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 839], Speed: 156.823 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.973 [Epoch 48][Batch 849], Speed: 146.872 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 859], Speed: 171.287 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 869], Speed: 164.366 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 879], Speed: 160.451 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 889], Speed: 154.358 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 899], Speed: 143.077 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 909], Speed: 167.235 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 919], Speed: 170.468 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 929], Speed: 166.447 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 939], Speed: 144.231 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 949], Speed: 138.538 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 959], Speed: 158.194 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.972 [Epoch 48][Batch 969], Speed: 167.226 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 979], Speed: 168.363 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 989], Speed: 157.708 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 999], Speed: 161.833 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 1009], Speed: 155.124 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 1019], Speed: 161.819 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 1029], Speed: 167.624 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 1039], Speed: 171.884 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 1049], Speed: 156.963 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 1059], Speed: 152.594 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 1069], Speed: 160.020 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 1079], Speed: 157.000 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.971 [Epoch 48][Batch 1089], Speed: 167.728 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1099], Speed: 161.759 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1109], Speed: 160.911 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1119], Speed: 174.947 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1129], Speed: 174.796 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1139], Speed: 168.551 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1149], Speed: 155.807 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1159], Speed: 170.168 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1169], Speed: 167.659 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1179], Speed: 163.948 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1189], Speed: 168.082 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1199], Speed: 168.367 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.970 [Epoch 48][Batch 1209], Speed: 154.366 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.969 [Epoch 48][Batch 1219], Speed: 162.773 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.969 [Epoch 48] Training cost: 753.024, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.969 [Epoch 49][Batch 9], Speed: 165.305 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.969 [Epoch 49][Batch 19], Speed: 156.914 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.227, HeatmapFocal=1.969 [Epoch 49][Batch 29], Speed: 157.944 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.969 [Epoch 49][Batch 39], Speed: 158.941 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.969 [Epoch 49][Batch 49], Speed: 163.169 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.969 [Epoch 49][Batch 59], Speed: 154.194 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.969 [Epoch 49][Batch 69], Speed: 162.550 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.969 [Epoch 49][Batch 79], Speed: 149.469 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.969 [Epoch 49][Batch 89], Speed: 160.792 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.969 [Epoch 49][Batch 99], Speed: 155.820 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 109], Speed: 165.558 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.225, HeatmapFocal=1.968 [Epoch 49][Batch 119], Speed: 154.673 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 129], Speed: 170.673 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 139], Speed: 157.299 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 149], Speed: 160.058 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 159], Speed: 152.955 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 169], Speed: 163.911 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 179], Speed: 146.988 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 189], Speed: 171.216 samples/sec, LR=0.000375, WHL1=0.271, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 199], Speed: 163.080 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 209], Speed: 151.109 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.968 [Epoch 49][Batch 219], Speed: 151.392 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 229], Speed: 142.198 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 239], Speed: 140.322 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 249], Speed: 167.541 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 259], Speed: 158.529 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 269], Speed: 167.476 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 279], Speed: 152.534 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 289], Speed: 162.424 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 299], Speed: 148.225 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 309], Speed: 162.794 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 319], Speed: 150.541 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.967 [Epoch 49][Batch 329], Speed: 151.830 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 339], Speed: 158.675 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 349], Speed: 148.570 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 359], Speed: 165.285 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 369], Speed: 167.194 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 379], Speed: 157.251 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 389], Speed: 172.771 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 399], Speed: 154.396 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 409], Speed: 161.694 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 419], Speed: 153.175 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 429], Speed: 158.353 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 439], Speed: 147.379 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.966 [Epoch 49][Batch 449], Speed: 164.581 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 459], Speed: 150.270 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 469], Speed: 157.403 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 479], Speed: 155.564 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 489], Speed: 170.150 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 499], Speed: 159.167 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 509], Speed: 168.417 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 519], Speed: 158.553 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 529], Speed: 156.701 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 539], Speed: 150.790 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 549], Speed: 144.948 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 559], Speed: 155.398 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.965 [Epoch 49][Batch 569], Speed: 161.631 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 579], Speed: 154.938 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 589], Speed: 153.815 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 599], Speed: 151.024 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 609], Speed: 167.279 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 619], Speed: 159.092 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 629], Speed: 156.367 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 639], Speed: 140.791 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 649], Speed: 154.412 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 659], Speed: 160.746 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 669], Speed: 168.085 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 679], Speed: 154.829 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.964 [Epoch 49][Batch 689], Speed: 150.899 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 699], Speed: 154.784 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 709], Speed: 164.574 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 719], Speed: 155.879 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 729], Speed: 170.795 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 739], Speed: 156.088 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 749], Speed: 170.566 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 759], Speed: 158.766 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 769], Speed: 155.480 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 779], Speed: 148.083 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 789], Speed: 166.788 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 799], Speed: 144.214 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 809], Speed: 160.190 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.963 [Epoch 49][Batch 819], Speed: 165.148 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 829], Speed: 163.109 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 839], Speed: 149.507 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 849], Speed: 169.137 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 859], Speed: 152.728 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 869], Speed: 155.041 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 879], Speed: 154.627 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 889], Speed: 155.037 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 899], Speed: 155.956 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 909], Speed: 169.421 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 919], Speed: 160.619 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 929], Speed: 154.933 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.962 [Epoch 49][Batch 939], Speed: 157.482 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 949], Speed: 144.245 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 959], Speed: 161.795 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 969], Speed: 170.098 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 979], Speed: 162.031 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 989], Speed: 163.284 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 999], Speed: 141.924 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 1009], Speed: 166.756 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 1019], Speed: 147.576 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 1029], Speed: 162.085 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 1039], Speed: 160.238 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 1049], Speed: 157.719 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 1059], Speed: 156.286 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.961 [Epoch 49][Batch 1069], Speed: 155.793 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1079], Speed: 152.215 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1089], Speed: 160.487 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1099], Speed: 160.375 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1109], Speed: 159.234 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1119], Speed: 176.287 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1129], Speed: 163.438 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1139], Speed: 166.555 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1149], Speed: 157.242 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1159], Speed: 167.108 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1169], Speed: 152.952 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1179], Speed: 180.770 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.960 [Epoch 49][Batch 1189], Speed: 164.961 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.959 [Epoch 49][Batch 1199], Speed: 162.899 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.959 [Epoch 49][Batch 1209], Speed: 155.871 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.959 [Epoch 49][Batch 1219], Speed: 158.476 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.959 [Epoch 49] Training cost: 755.476, WHL1=0.270, CenterRegL1=0.226, HeatmapFocal=1.959 [Epoch 50][Batch 9], Speed: 164.097 samples/sec, LR=0.000375, WHL1=0.280, CenterRegL1=0.226, HeatmapFocal=1.959 [Epoch 50][Batch 19], Speed: 161.654 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.224, HeatmapFocal=1.959 [Epoch 50][Batch 29], Speed: 156.139 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.225, HeatmapFocal=1.959 [Epoch 50][Batch 39], Speed: 168.433 samples/sec, LR=0.000375, WHL1=0.274, CenterRegL1=0.225, HeatmapFocal=1.959 [Epoch 50][Batch 49], Speed: 145.997 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.225, HeatmapFocal=1.959 [Epoch 50][Batch 59], Speed: 165.606 samples/sec, LR=0.000375, WHL1=0.272, CenterRegL1=0.225, HeatmapFocal=1.959 [Epoch 50][Batch 69], Speed: 153.593 samples/sec, LR=0.000375, WHL1=0.270, CenterRegL1=0.225, HeatmapFocal=1.959 [Epoch 50][Batch 79], Speed: 167.905 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.959 [Epoch 50][Batch 89], Speed: 153.944 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 99], Speed: 174.316 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 109], Speed: 160.351 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 119], Speed: 164.492 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 129], Speed: 139.223 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 139], Speed: 170.087 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 149], Speed: 151.724 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 159], Speed: 176.846 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 169], Speed: 149.722 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 179], Speed: 155.351 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 189], Speed: 158.662 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 199], Speed: 161.329 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.958 [Epoch 50][Batch 209], Speed: 154.248 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.957 [Epoch 50][Batch 219], Speed: 169.647 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.225, HeatmapFocal=1.957 [Epoch 50][Batch 229], Speed: 162.503 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.225, HeatmapFocal=1.957 [Epoch 50][Batch 239], Speed: 164.129 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.225, HeatmapFocal=1.957 [Epoch 50][Batch 249], Speed: 165.417 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.225, HeatmapFocal=1.957 [Epoch 50][Batch 259], Speed: 166.627 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.225, HeatmapFocal=1.957 [Epoch 50][Batch 269], Speed: 161.882 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.957 [Epoch 50][Batch 279], Speed: 158.692 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.957 [Epoch 50][Batch 289], Speed: 151.794 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.226, HeatmapFocal=1.957 [Epoch 50][Batch 299], Speed: 159.393 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.957 [Epoch 50][Batch 309], Speed: 168.831 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.957 [Epoch 50][Batch 319], Speed: 168.995 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.957 [Epoch 50][Batch 329], Speed: 162.618 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.956 [Epoch 50][Batch 339], Speed: 168.009 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.956 [Epoch 50][Batch 349], Speed: 155.179 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.956 [Epoch 50][Batch 359], Speed: 159.820 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.956 [Epoch 50][Batch 369], Speed: 167.529 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.956 [Epoch 50][Batch 379], Speed: 163.827 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.956 [Epoch 50][Batch 389], Speed: 165.935 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.956 [Epoch 50][Batch 399], Speed: 154.928 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.956 [Epoch 50][Batch 409], Speed: 162.461 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.956 [Epoch 50][Batch 419], Speed: 160.257 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.956 [Epoch 50][Batch 429], Speed: 168.795 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.956 [Epoch 50][Batch 439], Speed: 160.861 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.956 [Epoch 50][Batch 449], Speed: 149.359 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.955 [Epoch 50][Batch 459], Speed: 169.078 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.955 [Epoch 50][Batch 469], Speed: 154.537 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.955 [Epoch 50][Batch 479], Speed: 136.607 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.226, HeatmapFocal=1.955 [Epoch 50][Batch 489], Speed: 169.534 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.955 [Epoch 50][Batch 499], Speed: 142.883 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.955 [Epoch 50][Batch 509], Speed: 144.339 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.955 [Epoch 50][Batch 519], Speed: 176.418 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.955 [Epoch 50][Batch 529], Speed: 158.057 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.955 [Epoch 50][Batch 539], Speed: 151.903 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.955 [Epoch 50][Batch 549], Speed: 154.652 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.955 [Epoch 50][Batch 559], Speed: 168.822 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.955 [Epoch 50][Batch 569], Speed: 156.245 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 579], Speed: 172.652 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 589], Speed: 145.111 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 599], Speed: 150.726 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 609], Speed: 162.467 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 619], Speed: 171.231 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 629], Speed: 163.724 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 639], Speed: 168.923 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 649], Speed: 158.304 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 659], Speed: 142.601 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 669], Speed: 167.331 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 679], Speed: 157.251 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 689], Speed: 146.499 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.954 [Epoch 50][Batch 699], Speed: 174.004 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 709], Speed: 159.592 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 719], Speed: 147.415 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 729], Speed: 174.428 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 739], Speed: 169.733 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 749], Speed: 151.792 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 759], Speed: 163.413 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 769], Speed: 151.815 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 779], Speed: 154.660 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 789], Speed: 159.441 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 799], Speed: 173.133 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 809], Speed: 148.465 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.953 [Epoch 50][Batch 819], Speed: 180.630 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 829], Speed: 141.815 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 839], Speed: 152.956 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 849], Speed: 160.300 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 859], Speed: 167.407 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 869], Speed: 156.005 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 879], Speed: 165.767 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 889], Speed: 156.222 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 899], Speed: 157.060 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 909], Speed: 162.833 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 919], Speed: 169.923 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 929], Speed: 164.152 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.952 [Epoch 50][Batch 939], Speed: 171.784 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 949], Speed: 166.439 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 959], Speed: 156.506 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 969], Speed: 155.137 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 979], Speed: 163.078 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 989], Speed: 163.019 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 999], Speed: 172.834 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 1009], Speed: 142.080 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 1019], Speed: 150.471 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 1029], Speed: 162.537 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 1039], Speed: 161.835 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 1049], Speed: 157.470 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 1059], Speed: 170.076 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.951 [Epoch 50][Batch 1069], Speed: 159.984 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1079], Speed: 151.605 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1089], Speed: 167.148 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1099], Speed: 161.811 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1109], Speed: 162.546 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1119], Speed: 181.683 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1129], Speed: 176.378 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1139], Speed: 157.390 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1149], Speed: 169.321 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1159], Speed: 177.430 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1169], Speed: 165.057 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1179], Speed: 154.458 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1189], Speed: 177.944 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.950 [Epoch 50][Batch 1199], Speed: 153.908 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 50][Batch 1209], Speed: 150.618 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 50][Batch 1219], Speed: 163.420 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 50] Training cost: 757.825, WHL1=0.267, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 50] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.274 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.451 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.283 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.092 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.311 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.426 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.252 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 ] = 0.390 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.149 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.428 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.616 person=38.8 bicycle=17.0 car=23.8 motorcycle=30.0 airplane=48.9 bus=51.2 train=51.4 truck=20.6 boat=11.8 traffic light=13.5 fire hydrant=51.5 stop sign=49.7 parking meter=34.5 bench=15.4 bird=20.2 cat=56.5 dog=49.0 horse=45.1 sheep=38.1 cow=36.8 elephant=52.1 bear=61.7 zebra=56.9 giraffe=57.2 backpack=6.7 umbrella=25.1 handbag=5.7 tie=16.8 suitcase=20.7 frisbee=38.4 skis=11.5 snowboard=19.0 sports ball=21.9 kite=24.3 baseball bat=12.6 baseball glove=20.3 skateboard=37.1 surfboard=20.6 tennis racket=28.7 bottle=19.6 wine glass=19.5 cup=26.0 fork=15.0 knife=6.7 spoon=6.3 bowl=24.7 banana=14.8 apple=11.5 sandwich=23.3 orange=22.4 broccoli=15.5 carrot=13.0 hot dog=24.3 pizza=35.0 donut=31.9 cake=22.0 chair=17.5 couch=31.3 potted plant=16.1 bed=26.8 dining table=16.2 toilet=54.8 tv=41.7 laptop=46.4 mouse=40.4 remote=10.6 keyboard=34.4 cell phone=21.1 microwave=44.4 oven=23.1 toaster=6.2 sink=27.3 refrigerator=35.8 book=4.0 clock=36.7 vase=21.9 scissors=19.7 teddy bear=33.7 hair drier=0.1 toothbrush=8.3 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =27.4 [Epoch 51][Batch 9], Speed: 143.906 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.228, HeatmapFocal=1.949 [Epoch 51][Batch 19], Speed: 152.213 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 51][Batch 29], Speed: 144.918 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 51][Batch 39], Speed: 168.284 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 51][Batch 49], Speed: 166.886 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 51][Batch 59], Speed: 170.320 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 51][Batch 69], Speed: 155.242 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.949 [Epoch 51][Batch 79], Speed: 167.848 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 51][Batch 89], Speed: 146.849 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.949 [Epoch 51][Batch 99], Speed: 146.847 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.948 [Epoch 51][Batch 109], Speed: 165.767 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.948 [Epoch 51][Batch 119], Speed: 157.828 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.948 [Epoch 51][Batch 129], Speed: 159.579 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.948 [Epoch 51][Batch 139], Speed: 159.421 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.948 [Epoch 51][Batch 149], Speed: 167.046 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.948 [Epoch 51][Batch 159], Speed: 162.646 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.948 [Epoch 51][Batch 169], Speed: 158.436 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.948 [Epoch 51][Batch 179], Speed: 175.329 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.948 [Epoch 51][Batch 189], Speed: 151.699 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.948 [Epoch 51][Batch 199], Speed: 165.501 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.948 [Epoch 51][Batch 209], Speed: 156.618 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.948 [Epoch 51][Batch 219], Speed: 155.670 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 229], Speed: 158.870 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 239], Speed: 175.930 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 249], Speed: 167.724 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 259], Speed: 158.444 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 269], Speed: 163.683 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 279], Speed: 164.407 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 289], Speed: 164.570 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 299], Speed: 167.513 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 309], Speed: 168.334 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 319], Speed: 160.365 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 329], Speed: 168.362 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 339], Speed: 170.768 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.947 [Epoch 51][Batch 349], Speed: 157.909 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 359], Speed: 176.139 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 369], Speed: 153.890 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 379], Speed: 162.233 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 389], Speed: 165.457 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 399], Speed: 151.616 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 409], Speed: 159.159 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 419], Speed: 173.543 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 429], Speed: 159.838 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 439], Speed: 151.004 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 449], Speed: 157.311 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 459], Speed: 169.770 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.946 [Epoch 51][Batch 469], Speed: 171.589 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 479], Speed: 160.673 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 489], Speed: 137.712 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 499], Speed: 157.089 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 509], Speed: 161.372 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 519], Speed: 147.880 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 529], Speed: 167.033 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 539], Speed: 165.423 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 549], Speed: 148.166 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 559], Speed: 159.586 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 569], Speed: 160.136 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 579], Speed: 157.728 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 589], Speed: 158.418 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.945 [Epoch 51][Batch 599], Speed: 171.203 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 609], Speed: 142.582 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 619], Speed: 160.133 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 629], Speed: 153.914 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 639], Speed: 154.238 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 649], Speed: 159.705 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 659], Speed: 166.481 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 669], Speed: 142.694 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 679], Speed: 159.111 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 689], Speed: 159.611 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 699], Speed: 167.912 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 709], Speed: 158.052 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 719], Speed: 178.139 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.944 [Epoch 51][Batch 729], Speed: 156.107 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 739], Speed: 150.127 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 749], Speed: 170.108 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 759], Speed: 166.428 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 769], Speed: 163.967 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 779], Speed: 157.928 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 789], Speed: 154.530 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 799], Speed: 160.510 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 809], Speed: 158.489 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 819], Speed: 169.496 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 829], Speed: 169.785 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 839], Speed: 174.198 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 849], Speed: 151.744 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.943 [Epoch 51][Batch 859], Speed: 149.684 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 869], Speed: 172.601 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 879], Speed: 158.931 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 889], Speed: 148.806 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 899], Speed: 174.907 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 909], Speed: 144.447 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 919], Speed: 159.927 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 929], Speed: 157.342 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 939], Speed: 170.424 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 949], Speed: 159.361 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 959], Speed: 170.150 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 969], Speed: 145.187 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 979], Speed: 151.218 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.942 [Epoch 51][Batch 989], Speed: 156.432 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 999], Speed: 165.551 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1009], Speed: 167.466 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1019], Speed: 169.455 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1029], Speed: 157.141 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1039], Speed: 148.837 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1049], Speed: 167.766 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1059], Speed: 167.529 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1069], Speed: 161.109 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1079], Speed: 151.599 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1089], Speed: 140.003 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1099], Speed: 150.309 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1109], Speed: 167.007 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.941 [Epoch 51][Batch 1119], Speed: 154.262 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51][Batch 1129], Speed: 162.619 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51][Batch 1139], Speed: 162.506 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51][Batch 1149], Speed: 156.321 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51][Batch 1159], Speed: 175.477 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51][Batch 1169], Speed: 156.653 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51][Batch 1179], Speed: 167.744 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51][Batch 1189], Speed: 162.957 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51][Batch 1199], Speed: 157.516 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51][Batch 1209], Speed: 151.655 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51][Batch 1219], Speed: 170.401 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 51] Training cost: 752.724, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.940 [Epoch 52][Batch 9], Speed: 152.345 samples/sec, LR=0.000375, WHL1=0.269, CenterRegL1=0.225, HeatmapFocal=1.940 [Epoch 52][Batch 19], Speed: 139.127 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.224, HeatmapFocal=1.940 [Epoch 52][Batch 29], Speed: 163.071 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.225, HeatmapFocal=1.939 [Epoch 52][Batch 39], Speed: 143.035 samples/sec, LR=0.000375, WHL1=0.268, CenterRegL1=0.224, HeatmapFocal=1.939 [Epoch 52][Batch 49], Speed: 170.862 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.226, HeatmapFocal=1.939 [Epoch 52][Batch 59], Speed: 159.778 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.939 [Epoch 52][Batch 69], Speed: 159.417 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.939 [Epoch 52][Batch 79], Speed: 145.564 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.939 [Epoch 52][Batch 89], Speed: 149.767 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.939 [Epoch 52][Batch 99], Speed: 149.885 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.939 [Epoch 52][Batch 109], Speed: 168.125 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.939 [Epoch 52][Batch 119], Speed: 169.507 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.939 [Epoch 52][Batch 129], Speed: 145.810 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.939 [Epoch 52][Batch 139], Speed: 156.714 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.939 [Epoch 52][Batch 149], Speed: 143.520 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.939 [Epoch 52][Batch 159], Speed: 160.895 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.938 [Epoch 52][Batch 169], Speed: 172.645 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.938 [Epoch 52][Batch 179], Speed: 163.806 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.938 [Epoch 52][Batch 189], Speed: 156.416 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.938 [Epoch 52][Batch 199], Speed: 152.086 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.938 [Epoch 52][Batch 209], Speed: 165.167 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.938 [Epoch 52][Batch 219], Speed: 160.716 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.938 [Epoch 52][Batch 229], Speed: 168.532 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.938 [Epoch 52][Batch 239], Speed: 168.875 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.938 [Epoch 52][Batch 249], Speed: 151.910 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.938 [Epoch 52][Batch 259], Speed: 153.077 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.938 [Epoch 52][Batch 269], Speed: 139.036 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.938 [Epoch 52][Batch 279], Speed: 146.418 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.938 [Epoch 52][Batch 289], Speed: 169.078 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 299], Speed: 159.581 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.937 [Epoch 52][Batch 309], Speed: 161.589 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.937 [Epoch 52][Batch 319], Speed: 150.534 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 329], Speed: 142.274 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 339], Speed: 162.369 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 349], Speed: 172.586 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 359], Speed: 174.875 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 369], Speed: 151.299 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 379], Speed: 151.685 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 389], Speed: 166.956 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 399], Speed: 153.049 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 409], Speed: 169.546 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.937 [Epoch 52][Batch 419], Speed: 168.815 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.936 [Epoch 52][Batch 429], Speed: 160.101 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.936 [Epoch 52][Batch 439], Speed: 150.810 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.936 [Epoch 52][Batch 449], Speed: 151.109 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.936 [Epoch 52][Batch 459], Speed: 156.969 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.936 [Epoch 52][Batch 469], Speed: 155.177 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.936 [Epoch 52][Batch 479], Speed: 165.589 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.936 [Epoch 52][Batch 489], Speed: 157.532 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.936 [Epoch 52][Batch 499], Speed: 154.906 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.936 [Epoch 52][Batch 509], Speed: 166.133 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.936 [Epoch 52][Batch 519], Speed: 160.293 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.936 [Epoch 52][Batch 529], Speed: 165.327 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.936 [Epoch 52][Batch 539], Speed: 144.865 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.936 [Epoch 52][Batch 549], Speed: 153.883 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.935 [Epoch 52][Batch 559], Speed: 150.447 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.935 [Epoch 52][Batch 569], Speed: 151.191 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.935 [Epoch 52][Batch 579], Speed: 154.567 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.935 [Epoch 52][Batch 589], Speed: 161.642 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.935 [Epoch 52][Batch 599], Speed: 161.933 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.935 [Epoch 52][Batch 609], Speed: 152.838 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.935 [Epoch 52][Batch 619], Speed: 149.642 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.935 [Epoch 52][Batch 629], Speed: 150.280 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.935 [Epoch 52][Batch 639], Speed: 155.631 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.935 [Epoch 52][Batch 649], Speed: 157.052 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.935 [Epoch 52][Batch 659], Speed: 163.997 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.935 [Epoch 52][Batch 669], Speed: 147.502 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.935 [Epoch 52][Batch 679], Speed: 151.263 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.934 [Epoch 52][Batch 689], Speed: 149.001 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.934 [Epoch 52][Batch 699], Speed: 152.871 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.934 [Epoch 52][Batch 709], Speed: 164.942 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.934 [Epoch 52][Batch 719], Speed: 160.506 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.934 [Epoch 52][Batch 729], Speed: 152.088 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.934 [Epoch 52][Batch 739], Speed: 158.916 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.934 [Epoch 52][Batch 749], Speed: 146.604 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.934 [Epoch 52][Batch 759], Speed: 156.287 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.225, HeatmapFocal=1.934 [Epoch 52][Batch 769], Speed: 168.834 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.934 [Epoch 52][Batch 779], Speed: 168.592 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.934 [Epoch 52][Batch 789], Speed: 145.269 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.934 [Epoch 52][Batch 799], Speed: 161.273 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.934 [Epoch 52][Batch 809], Speed: 158.109 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 819], Speed: 159.279 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 829], Speed: 164.660 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 839], Speed: 165.464 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 849], Speed: 150.030 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 859], Speed: 147.294 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 869], Speed: 163.690 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 879], Speed: 164.708 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 889], Speed: 164.490 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 899], Speed: 175.761 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 909], Speed: 150.315 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 919], Speed: 159.757 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 929], Speed: 153.717 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.933 [Epoch 52][Batch 939], Speed: 155.211 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 949], Speed: 163.900 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 959], Speed: 175.716 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 969], Speed: 164.738 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 979], Speed: 156.205 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 989], Speed: 141.575 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 999], Speed: 155.585 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 1009], Speed: 165.914 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 1019], Speed: 170.195 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 1029], Speed: 163.187 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 1039], Speed: 153.034 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 1049], Speed: 152.840 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 1059], Speed: 162.619 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 1069], Speed: 170.903 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.932 [Epoch 52][Batch 1079], Speed: 170.996 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1089], Speed: 156.571 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1099], Speed: 139.264 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1109], Speed: 180.057 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1119], Speed: 157.388 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1129], Speed: 178.821 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1139], Speed: 146.530 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1149], Speed: 172.658 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1159], Speed: 170.784 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1169], Speed: 151.775 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1179], Speed: 163.696 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1189], Speed: 160.730 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1199], Speed: 166.259 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.931 [Epoch 52][Batch 1209], Speed: 165.692 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.930 [Epoch 52][Batch 1219], Speed: 161.710 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.930 [Epoch 52] Training cost: 752.238, WHL1=0.266, CenterRegL1=0.225, HeatmapFocal=1.930 [Epoch 53][Batch 9], Speed: 144.207 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.930 [Epoch 53][Batch 19], Speed: 157.695 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.223, HeatmapFocal=1.930 [Epoch 53][Batch 29], Speed: 157.498 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.223, HeatmapFocal=1.930 [Epoch 53][Batch 39], Speed: 155.253 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.224, HeatmapFocal=1.930 [Epoch 53][Batch 49], Speed: 170.091 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.224, HeatmapFocal=1.930 [Epoch 53][Batch 59], Speed: 172.956 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.930 [Epoch 53][Batch 69], Speed: 152.354 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.224, HeatmapFocal=1.930 [Epoch 53][Batch 79], Speed: 160.721 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.224, HeatmapFocal=1.930 [Epoch 53][Batch 89], Speed: 138.915 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.224, HeatmapFocal=1.930 [Epoch 53][Batch 99], Speed: 165.075 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.224, HeatmapFocal=1.930 [Epoch 53][Batch 109], Speed: 152.192 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.930 [Epoch 53][Batch 119], Speed: 157.513 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 129], Speed: 149.850 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 139], Speed: 151.295 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 149], Speed: 155.149 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 159], Speed: 169.429 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 169], Speed: 149.673 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 179], Speed: 167.319 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 189], Speed: 145.651 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 199], Speed: 139.139 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 209], Speed: 157.923 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 219], Speed: 168.543 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 229], Speed: 171.250 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 239], Speed: 163.339 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.929 [Epoch 53][Batch 249], Speed: 162.927 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 259], Speed: 159.264 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 269], Speed: 147.293 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 279], Speed: 165.512 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 289], Speed: 165.100 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 299], Speed: 157.085 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 309], Speed: 155.865 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 319], Speed: 171.274 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 329], Speed: 153.789 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 339], Speed: 155.012 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 349], Speed: 157.897 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 359], Speed: 170.870 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 369], Speed: 155.897 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.928 [Epoch 53][Batch 379], Speed: 155.352 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 389], Speed: 153.539 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 399], Speed: 163.838 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 409], Speed: 170.320 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 419], Speed: 174.282 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 429], Speed: 154.019 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 439], Speed: 156.267 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 449], Speed: 153.821 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 459], Speed: 170.569 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 469], Speed: 152.939 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 479], Speed: 161.214 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 489], Speed: 142.670 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 499], Speed: 155.959 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 509], Speed: 145.717 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.927 [Epoch 53][Batch 519], Speed: 156.831 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 529], Speed: 167.262 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 539], Speed: 164.733 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 549], Speed: 158.322 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 559], Speed: 141.830 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 569], Speed: 148.643 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 579], Speed: 165.438 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 589], Speed: 174.153 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 599], Speed: 157.181 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 609], Speed: 142.626 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 619], Speed: 159.299 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 629], Speed: 152.889 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 639], Speed: 169.332 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 649], Speed: 173.463 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.926 [Epoch 53][Batch 659], Speed: 170.605 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 669], Speed: 154.617 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 679], Speed: 164.302 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 689], Speed: 151.953 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 699], Speed: 158.367 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 709], Speed: 169.255 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 719], Speed: 169.977 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 729], Speed: 149.561 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 739], Speed: 154.737 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 749], Speed: 148.351 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 759], Speed: 174.420 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 769], Speed: 167.442 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 779], Speed: 169.119 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.925 [Epoch 53][Batch 789], Speed: 160.413 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 799], Speed: 152.497 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 809], Speed: 153.871 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 819], Speed: 162.283 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 829], Speed: 160.902 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 839], Speed: 168.065 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 849], Speed: 146.658 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 859], Speed: 146.873 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 869], Speed: 142.205 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 879], Speed: 159.396 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 889], Speed: 157.995 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 899], Speed: 166.849 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 909], Speed: 158.933 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 919], Speed: 169.004 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.924 [Epoch 53][Batch 929], Speed: 156.032 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 939], Speed: 157.719 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 949], Speed: 164.707 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 959], Speed: 155.495 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 969], Speed: 156.443 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 979], Speed: 156.167 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 989], Speed: 141.299 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 999], Speed: 145.175 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 1009], Speed: 164.735 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 1019], Speed: 160.370 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 1029], Speed: 156.035 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 1039], Speed: 154.345 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 1049], Speed: 139.776 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 1059], Speed: 163.836 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.923 [Epoch 53][Batch 1069], Speed: 152.942 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1079], Speed: 166.280 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1089], Speed: 164.828 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1099], Speed: 149.161 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1109], Speed: 153.799 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1119], Speed: 152.565 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1129], Speed: 173.917 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1139], Speed: 153.120 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1149], Speed: 151.721 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1159], Speed: 175.409 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1169], Speed: 160.560 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1179], Speed: 167.920 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1189], Speed: 164.447 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1199], Speed: 172.860 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.922 [Epoch 53][Batch 1209], Speed: 165.059 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.921 [Epoch 53][Batch 1219], Speed: 172.235 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.921 [Epoch 53] Training cost: 752.833, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.921 [Epoch 54][Batch 9], Speed: 144.051 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.228, HeatmapFocal=1.921 [Epoch 54][Batch 19], Speed: 158.036 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.227, HeatmapFocal=1.921 [Epoch 54][Batch 29], Speed: 142.104 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.921 [Epoch 54][Batch 39], Speed: 150.364 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.921 [Epoch 54][Batch 49], Speed: 172.254 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.921 [Epoch 54][Batch 59], Speed: 171.207 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.921 [Epoch 54][Batch 69], Speed: 171.678 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.921 [Epoch 54][Batch 79], Speed: 160.574 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.921 [Epoch 54][Batch 89], Speed: 160.367 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.921 [Epoch 54][Batch 99], Speed: 157.929 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.921 [Epoch 54][Batch 109], Speed: 168.816 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.921 [Epoch 54][Batch 119], Speed: 167.921 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 129], Speed: 161.889 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 139], Speed: 167.312 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 149], Speed: 145.285 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 159], Speed: 156.205 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 169], Speed: 162.942 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 179], Speed: 171.468 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 189], Speed: 168.330 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 199], Speed: 149.869 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 209], Speed: 153.877 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 219], Speed: 158.417 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 229], Speed: 168.748 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 239], Speed: 162.599 samples/sec, LR=0.000375, WHL1=0.265, CenterRegL1=0.226, HeatmapFocal=1.920 [Epoch 54][Batch 249], Speed: 169.164 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 259], Speed: 169.658 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 269], Speed: 157.825 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 279], Speed: 156.934 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 289], Speed: 170.039 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 299], Speed: 170.905 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 309], Speed: 163.251 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 319], Speed: 171.722 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 329], Speed: 156.278 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 339], Speed: 153.011 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 349], Speed: 170.701 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 359], Speed: 161.836 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 369], Speed: 163.276 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 379], Speed: 156.185 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.919 [Epoch 54][Batch 389], Speed: 152.648 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 399], Speed: 151.823 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 409], Speed: 151.887 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 419], Speed: 170.001 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 429], Speed: 168.319 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 439], Speed: 160.173 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 449], Speed: 149.438 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 459], Speed: 148.756 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 469], Speed: 157.902 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 479], Speed: 168.357 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 489], Speed: 169.397 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 499], Speed: 159.203 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 509], Speed: 147.392 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 519], Speed: 144.082 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.918 [Epoch 54][Batch 529], Speed: 149.339 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 539], Speed: 155.017 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 549], Speed: 162.223 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 559], Speed: 156.935 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 569], Speed: 154.463 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 579], Speed: 145.974 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 589], Speed: 158.468 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 599], Speed: 171.020 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 609], Speed: 169.686 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 619], Speed: 159.952 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 629], Speed: 152.148 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 639], Speed: 144.146 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 649], Speed: 166.135 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 659], Speed: 169.617 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.917 [Epoch 54][Batch 669], Speed: 164.700 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 54][Batch 679], Speed: 151.686 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.916 [Epoch 54][Batch 689], Speed: 163.319 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.916 [Epoch 54][Batch 699], Speed: 148.037 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 54][Batch 709], Speed: 159.884 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 54][Batch 719], Speed: 161.619 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 54][Batch 729], Speed: 168.681 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 54][Batch 739], Speed: 156.717 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.916 [Epoch 54][Batch 749], Speed: 153.614 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.916 [Epoch 54][Batch 759], Speed: 155.807 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.916 [Epoch 54][Batch 769], Speed: 162.790 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.916 [Epoch 54][Batch 779], Speed: 169.828 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.916 [Epoch 54][Batch 789], Speed: 167.070 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.916 [Epoch 54][Batch 799], Speed: 138.218 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.916 [Epoch 54][Batch 809], Speed: 151.727 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.915 [Epoch 54][Batch 819], Speed: 150.241 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.915 [Epoch 54][Batch 829], Speed: 157.068 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.915 [Epoch 54][Batch 839], Speed: 155.320 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.915 [Epoch 54][Batch 849], Speed: 164.818 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.915 [Epoch 54][Batch 859], Speed: 149.487 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.915 [Epoch 54][Batch 869], Speed: 148.303 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 54][Batch 879], Speed: 156.860 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.915 [Epoch 54][Batch 889], Speed: 161.012 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 54][Batch 899], Speed: 167.587 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 54][Batch 909], Speed: 167.635 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 54][Batch 919], Speed: 160.794 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 54][Batch 929], Speed: 153.498 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 54][Batch 939], Speed: 159.900 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.915 [Epoch 54][Batch 949], Speed: 159.302 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.914 [Epoch 54][Batch 959], Speed: 164.935 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.914 [Epoch 54][Batch 969], Speed: 158.829 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.914 [Epoch 54][Batch 979], Speed: 153.556 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.226, HeatmapFocal=1.914 [Epoch 54][Batch 989], Speed: 153.275 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.914 [Epoch 54][Batch 999], Speed: 157.340 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.914 [Epoch 54][Batch 1009], Speed: 160.365 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.914 [Epoch 54][Batch 1019], Speed: 154.658 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.914 [Epoch 54][Batch 1029], Speed: 169.569 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.914 [Epoch 54][Batch 1039], Speed: 155.594 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.914 [Epoch 54][Batch 1049], Speed: 129.461 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.914 [Epoch 54][Batch 1059], Speed: 157.934 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.914 [Epoch 54][Batch 1069], Speed: 161.374 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.914 [Epoch 54][Batch 1079], Speed: 168.214 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.914 [Epoch 54][Batch 1089], Speed: 166.983 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1099], Speed: 152.972 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1109], Speed: 174.469 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1119], Speed: 161.580 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1129], Speed: 176.204 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1139], Speed: 152.849 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1149], Speed: 166.207 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1159], Speed: 170.627 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1169], Speed: 173.161 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1179], Speed: 168.695 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1189], Speed: 159.599 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1199], Speed: 169.667 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1209], Speed: 161.379 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54][Batch 1219], Speed: 161.033 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 54] Training cost: 752.847, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.913 [Epoch 55][Batch 9], Speed: 153.825 samples/sec, LR=0.000375, WHL1=0.266, CenterRegL1=0.226, HeatmapFocal=1.912 [Epoch 55][Batch 19], Speed: 135.720 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 29], Speed: 159.195 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 39], Speed: 147.440 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 49], Speed: 157.917 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 59], Speed: 176.395 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.224, HeatmapFocal=1.912 [Epoch 55][Batch 69], Speed: 156.346 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 79], Speed: 155.407 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 89], Speed: 166.646 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 99], Speed: 170.808 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 109], Speed: 167.836 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 119], Speed: 169.764 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 129], Speed: 150.996 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 139], Speed: 148.019 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.912 [Epoch 55][Batch 149], Speed: 176.466 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 159], Speed: 164.889 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 169], Speed: 155.769 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 179], Speed: 164.988 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 189], Speed: 167.753 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 199], Speed: 153.380 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 209], Speed: 165.820 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 219], Speed: 167.471 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 229], Speed: 158.812 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 239], Speed: 174.127 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 249], Speed: 156.769 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 259], Speed: 164.158 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 269], Speed: 159.779 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 279], Speed: 160.764 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.911 [Epoch 55][Batch 289], Speed: 144.812 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 299], Speed: 168.179 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 309], Speed: 156.508 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 319], Speed: 153.344 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 329], Speed: 153.171 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 339], Speed: 168.175 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 349], Speed: 162.343 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 359], Speed: 169.092 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 369], Speed: 163.086 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 379], Speed: 151.161 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 389], Speed: 162.713 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 399], Speed: 168.364 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 409], Speed: 164.106 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 419], Speed: 147.278 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.910 [Epoch 55][Batch 429], Speed: 148.780 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 439], Speed: 142.635 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 449], Speed: 160.323 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 459], Speed: 166.676 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 469], Speed: 157.667 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 479], Speed: 160.621 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 489], Speed: 156.487 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 499], Speed: 157.034 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 509], Speed: 171.997 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 519], Speed: 164.788 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 529], Speed: 166.466 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 539], Speed: 165.997 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 549], Speed: 169.745 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 559], Speed: 150.977 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.909 [Epoch 55][Batch 569], Speed: 167.955 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 579], Speed: 159.074 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 589], Speed: 160.709 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 599], Speed: 165.978 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 609], Speed: 140.438 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 619], Speed: 154.233 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 629], Speed: 165.598 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 639], Speed: 150.672 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 649], Speed: 158.978 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 659], Speed: 169.153 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 669], Speed: 168.022 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 679], Speed: 162.828 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 689], Speed: 159.036 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 699], Speed: 161.051 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 709], Speed: 157.250 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.908 [Epoch 55][Batch 719], Speed: 164.639 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 729], Speed: 154.763 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 739], Speed: 156.055 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 749], Speed: 161.456 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 759], Speed: 164.411 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 769], Speed: 159.913 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 779], Speed: 165.160 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 789], Speed: 166.662 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 799], Speed: 163.713 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 809], Speed: 155.848 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 819], Speed: 159.464 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 829], Speed: 147.960 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 839], Speed: 166.206 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 849], Speed: 148.851 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.907 [Epoch 55][Batch 859], Speed: 150.062 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 869], Speed: 147.139 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 879], Speed: 156.962 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 889], Speed: 155.741 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 899], Speed: 149.265 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 909], Speed: 161.249 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 919], Speed: 156.540 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 929], Speed: 153.371 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 939], Speed: 149.008 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 949], Speed: 171.634 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 959], Speed: 162.228 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 969], Speed: 154.247 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 979], Speed: 155.465 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 989], Speed: 149.935 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 999], Speed: 160.684 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.906 [Epoch 55][Batch 1009], Speed: 164.168 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1019], Speed: 166.629 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1029], Speed: 149.007 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1039], Speed: 161.991 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1049], Speed: 156.274 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1059], Speed: 157.565 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1069], Speed: 162.891 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1079], Speed: 161.595 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1089], Speed: 165.233 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1099], Speed: 160.153 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1109], Speed: 157.052 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1119], Speed: 157.162 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1129], Speed: 164.780 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1139], Speed: 161.954 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1149], Speed: 147.679 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.905 [Epoch 55][Batch 1159], Speed: 152.248 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.904 [Epoch 55][Batch 1169], Speed: 150.670 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.904 [Epoch 55][Batch 1179], Speed: 157.868 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.904 [Epoch 55][Batch 1189], Speed: 164.462 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.904 [Epoch 55][Batch 1199], Speed: 159.389 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.904 [Epoch 55][Batch 1209], Speed: 168.417 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.904 [Epoch 55][Batch 1219], Speed: 165.770 samples/sec, LR=0.000375, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.904 [Epoch 55] Training cost: 754.221, WHL1=0.264, CenterRegL1=0.225, HeatmapFocal=1.904 [Epoch 56][Batch 9], Speed: 143.722 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.904 [Epoch 56][Batch 19], Speed: 148.943 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.227, HeatmapFocal=1.904 [Epoch 56][Batch 29], Speed: 154.615 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 56][Batch 39], Speed: 164.905 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 56][Batch 49], Speed: 150.536 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 56][Batch 59], Speed: 174.473 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.904 [Epoch 56][Batch 69], Speed: 158.775 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.904 [Epoch 56][Batch 79], Speed: 159.358 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 89], Speed: 165.387 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 99], Speed: 162.463 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 109], Speed: 163.590 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 119], Speed: 170.328 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 129], Speed: 146.268 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 139], Speed: 147.238 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 149], Speed: 152.037 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 159], Speed: 164.729 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 169], Speed: 165.769 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 179], Speed: 179.622 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 189], Speed: 140.874 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 199], Speed: 153.739 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 209], Speed: 147.461 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 219], Speed: 147.719 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.903 [Epoch 56][Batch 229], Speed: 163.991 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 239], Speed: 165.364 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 249], Speed: 144.554 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 259], Speed: 161.176 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 269], Speed: 168.692 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 279], Speed: 161.980 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 289], Speed: 168.207 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 299], Speed: 164.862 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 309], Speed: 156.799 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 319], Speed: 148.075 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 329], Speed: 157.175 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 339], Speed: 166.029 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 349], Speed: 166.666 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 359], Speed: 173.292 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.902 [Epoch 56][Batch 369], Speed: 149.813 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 379], Speed: 164.161 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 389], Speed: 151.041 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 399], Speed: 164.046 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 409], Speed: 168.256 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 419], Speed: 174.472 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 429], Speed: 168.517 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 439], Speed: 163.266 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 449], Speed: 165.075 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 459], Speed: 154.975 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 469], Speed: 161.804 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 479], Speed: 164.292 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 489], Speed: 145.728 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 499], Speed: 158.046 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 509], Speed: 141.888 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.901 [Epoch 56][Batch 519], Speed: 158.885 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 529], Speed: 157.164 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 539], Speed: 169.620 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 549], Speed: 143.560 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 559], Speed: 145.957 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 569], Speed: 143.422 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 579], Speed: 165.575 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 589], Speed: 161.182 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 599], Speed: 176.313 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 609], Speed: 163.613 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 619], Speed: 152.063 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 629], Speed: 134.107 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 639], Speed: 159.270 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 649], Speed: 161.950 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.900 [Epoch 56][Batch 659], Speed: 169.632 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 669], Speed: 151.038 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 679], Speed: 147.685 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 689], Speed: 150.478 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 699], Speed: 149.409 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 709], Speed: 161.416 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 719], Speed: 169.974 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 729], Speed: 153.020 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 739], Speed: 154.772 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 749], Speed: 156.369 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 759], Speed: 154.140 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 769], Speed: 166.710 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 779], Speed: 166.543 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 789], Speed: 144.298 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 799], Speed: 157.468 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.899 [Epoch 56][Batch 809], Speed: 152.594 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 819], Speed: 157.498 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 829], Speed: 161.957 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 839], Speed: 165.700 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 849], Speed: 151.572 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 859], Speed: 152.529 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 869], Speed: 155.855 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 879], Speed: 142.433 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 889], Speed: 156.980 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 899], Speed: 148.663 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 909], Speed: 159.411 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 919], Speed: 145.793 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 929], Speed: 157.184 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 939], Speed: 169.547 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 949], Speed: 158.462 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.898 [Epoch 56][Batch 959], Speed: 164.753 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 969], Speed: 150.999 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 979], Speed: 158.929 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 989], Speed: 157.148 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 999], Speed: 170.554 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1009], Speed: 169.048 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1019], Speed: 171.723 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1029], Speed: 156.393 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1039], Speed: 151.090 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1049], Speed: 160.143 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1059], Speed: 140.984 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1069], Speed: 162.994 samples/sec, LR=0.000375, WHL1=0.263, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1079], Speed: 165.393 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1089], Speed: 148.942 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1099], Speed: 153.479 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.897 [Epoch 56][Batch 1109], Speed: 162.542 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1119], Speed: 166.160 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1129], Speed: 155.119 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1139], Speed: 149.024 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1149], Speed: 149.665 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1159], Speed: 146.820 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1169], Speed: 156.578 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1179], Speed: 166.045 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1189], Speed: 147.202 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1199], Speed: 168.488 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1209], Speed: 150.224 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56][Batch 1219], Speed: 167.285 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 56] Training cost: 753.660, WHL1=0.262, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 57][Batch 9], Speed: 151.849 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.225, HeatmapFocal=1.896 [Epoch 57][Batch 19], Speed: 156.518 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.896 [Epoch 57][Batch 29], Speed: 142.318 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.896 [Epoch 57][Batch 39], Speed: 157.735 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.895 [Epoch 57][Batch 49], Speed: 149.643 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.895 [Epoch 57][Batch 59], Speed: 175.522 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.895 [Epoch 57][Batch 69], Speed: 148.279 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 79], Speed: 157.796 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 89], Speed: 147.201 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 99], Speed: 149.236 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 109], Speed: 156.112 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 119], Speed: 165.729 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 129], Speed: 160.970 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 139], Speed: 154.979 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 149], Speed: 143.617 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 159], Speed: 148.700 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 169], Speed: 156.094 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.895 [Epoch 57][Batch 179], Speed: 160.210 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 189], Speed: 150.660 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 199], Speed: 169.190 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 209], Speed: 161.202 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 219], Speed: 159.975 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 229], Speed: 167.819 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 239], Speed: 157.345 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 249], Speed: 147.723 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 259], Speed: 147.338 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 269], Speed: 157.764 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 279], Speed: 160.277 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 289], Speed: 153.812 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 299], Speed: 173.569 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 309], Speed: 158.963 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 319], Speed: 166.998 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.894 [Epoch 57][Batch 329], Speed: 156.516 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 339], Speed: 148.531 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 349], Speed: 164.648 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 359], Speed: 163.072 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 369], Speed: 159.627 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 379], Speed: 159.432 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 389], Speed: 157.983 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 399], Speed: 150.166 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 409], Speed: 140.165 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 419], Speed: 167.988 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 429], Speed: 156.227 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 439], Speed: 147.865 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 449], Speed: 151.039 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 459], Speed: 148.861 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 469], Speed: 156.137 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.893 [Epoch 57][Batch 479], Speed: 159.778 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 489], Speed: 168.941 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 499], Speed: 164.702 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 509], Speed: 161.102 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 519], Speed: 156.394 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 529], Speed: 154.185 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 539], Speed: 166.093 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 549], Speed: 157.959 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 559], Speed: 170.063 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 569], Speed: 166.174 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 579], Speed: 157.481 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 589], Speed: 150.408 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 599], Speed: 164.603 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 609], Speed: 152.701 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 619], Speed: 147.910 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.892 [Epoch 57][Batch 629], Speed: 164.325 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 639], Speed: 157.787 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 649], Speed: 156.943 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 659], Speed: 162.703 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 669], Speed: 158.189 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 679], Speed: 151.774 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 689], Speed: 156.758 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 699], Speed: 160.109 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 709], Speed: 166.206 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 719], Speed: 169.317 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 729], Speed: 157.385 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 739], Speed: 158.705 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 749], Speed: 168.300 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 759], Speed: 156.509 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 769], Speed: 165.596 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.891 [Epoch 57][Batch 779], Speed: 144.874 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 789], Speed: 137.612 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 799], Speed: 165.873 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 809], Speed: 177.060 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 819], Speed: 157.745 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 829], Speed: 167.581 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 839], Speed: 166.125 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 849], Speed: 146.879 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 859], Speed: 143.136 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 869], Speed: 160.678 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 879], Speed: 162.913 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 889], Speed: 166.906 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 899], Speed: 169.321 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 909], Speed: 146.826 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 919], Speed: 156.896 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 929], Speed: 162.633 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.890 [Epoch 57][Batch 939], Speed: 150.165 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 949], Speed: 160.378 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 959], Speed: 164.574 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 969], Speed: 156.230 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 979], Speed: 150.756 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 989], Speed: 165.173 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 999], Speed: 156.777 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 1009], Speed: 153.141 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 1019], Speed: 169.216 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 1029], Speed: 153.122 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 1039], Speed: 148.285 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 1049], Speed: 162.624 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 1059], Speed: 170.465 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 1069], Speed: 152.903 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 1079], Speed: 167.095 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.889 [Epoch 57][Batch 1089], Speed: 150.817 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1099], Speed: 141.543 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1109], Speed: 170.901 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1119], Speed: 156.997 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1129], Speed: 162.058 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1139], Speed: 150.446 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1149], Speed: 166.110 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1159], Speed: 164.030 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1169], Speed: 169.357 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1179], Speed: 154.509 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1189], Speed: 145.953 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1199], Speed: 169.929 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1209], Speed: 155.552 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57][Batch 1219], Speed: 165.465 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 57] Training cost: 756.012, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.888 [Epoch 58][Batch 9], Speed: 137.424 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.226, HeatmapFocal=1.888 [Epoch 58][Batch 19], Speed: 151.503 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.888 [Epoch 58][Batch 29], Speed: 146.165 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.887 [Epoch 58][Batch 39], Speed: 160.967 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 58][Batch 49], Speed: 158.072 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.225, HeatmapFocal=1.887 [Epoch 58][Batch 59], Speed: 155.684 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.887 [Epoch 58][Batch 69], Speed: 158.954 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 58][Batch 79], Speed: 152.791 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 58][Batch 89], Speed: 167.838 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 58][Batch 99], Speed: 171.891 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 58][Batch 109], Speed: 166.537 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 58][Batch 119], Speed: 169.233 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 58][Batch 129], Speed: 162.138 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.226, HeatmapFocal=1.887 [Epoch 58][Batch 139], Speed: 157.705 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.887 [Epoch 58][Batch 149], Speed: 154.957 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.887 [Epoch 58][Batch 159], Speed: 167.564 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.887 [Epoch 58][Batch 169], Speed: 141.216 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.887 [Epoch 58][Batch 179], Speed: 164.672 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 189], Speed: 149.192 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 199], Speed: 162.898 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 209], Speed: 167.175 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 219], Speed: 156.094 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 229], Speed: 147.899 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 239], Speed: 166.654 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 249], Speed: 150.015 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 259], Speed: 155.695 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 269], Speed: 162.023 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 279], Speed: 150.538 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 289], Speed: 155.182 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 299], Speed: 172.091 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 309], Speed: 161.879 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 319], Speed: 162.209 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.886 [Epoch 58][Batch 329], Speed: 170.511 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 339], Speed: 158.125 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 349], Speed: 160.844 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 359], Speed: 178.278 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 369], Speed: 162.689 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 379], Speed: 149.632 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 389], Speed: 160.678 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 399], Speed: 144.411 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 409], Speed: 154.296 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 419], Speed: 166.105 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 429], Speed: 150.114 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 439], Speed: 157.967 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 449], Speed: 167.567 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 459], Speed: 158.005 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 469], Speed: 153.630 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.885 [Epoch 58][Batch 479], Speed: 165.292 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 489], Speed: 145.093 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 499], Speed: 158.459 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 509], Speed: 152.404 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 519], Speed: 167.654 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 529], Speed: 158.965 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 539], Speed: 152.244 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 549], Speed: 158.931 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 559], Speed: 160.117 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 569], Speed: 166.623 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 579], Speed: 165.040 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 589], Speed: 156.373 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 599], Speed: 154.208 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 609], Speed: 162.000 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 619], Speed: 151.418 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 629], Speed: 155.126 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.884 [Epoch 58][Batch 639], Speed: 158.691 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 649], Speed: 158.985 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 659], Speed: 145.595 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 669], Speed: 159.394 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 679], Speed: 154.534 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 689], Speed: 142.976 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 699], Speed: 155.002 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 709], Speed: 165.581 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 719], Speed: 159.084 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 729], Speed: 155.407 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 739], Speed: 152.999 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 749], Speed: 159.181 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 759], Speed: 159.139 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 769], Speed: 150.068 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 779], Speed: 165.271 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 789], Speed: 161.770 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.883 [Epoch 58][Batch 799], Speed: 151.215 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 809], Speed: 153.800 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 819], Speed: 157.848 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 829], Speed: 159.832 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 839], Speed: 164.805 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 849], Speed: 158.323 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 859], Speed: 147.714 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 869], Speed: 157.410 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 879], Speed: 165.310 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 889], Speed: 159.763 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 899], Speed: 168.667 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 909], Speed: 153.343 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 919], Speed: 150.445 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 929], Speed: 154.119 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 939], Speed: 163.732 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.882 [Epoch 58][Batch 949], Speed: 144.579 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 959], Speed: 166.469 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 969], Speed: 139.586 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 979], Speed: 157.780 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 989], Speed: 148.490 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 999], Speed: 161.548 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1009], Speed: 157.095 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1019], Speed: 165.330 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1029], Speed: 144.901 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1039], Speed: 160.583 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1049], Speed: 163.325 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1059], Speed: 165.145 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1069], Speed: 143.271 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1079], Speed: 173.740 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1089], Speed: 152.951 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1099], Speed: 163.703 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.881 [Epoch 58][Batch 1109], Speed: 150.377 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1119], Speed: 155.067 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1129], Speed: 173.193 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1139], Speed: 161.003 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1149], Speed: 169.992 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1159], Speed: 180.595 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1169], Speed: 156.606 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1179], Speed: 145.533 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1189], Speed: 155.725 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1199], Speed: 165.450 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1209], Speed: 159.283 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58][Batch 1219], Speed: 152.297 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 58] Training cost: 754.809, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 59][Batch 9], Speed: 141.817 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.227, HeatmapFocal=1.880 [Epoch 59][Batch 19], Speed: 151.152 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.880 [Epoch 59][Batch 29], Speed: 164.680 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.226, HeatmapFocal=1.880 [Epoch 59][Batch 39], Speed: 155.267 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.880 [Epoch 59][Batch 49], Speed: 158.082 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.879 [Epoch 59][Batch 59], Speed: 171.245 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.879 [Epoch 59][Batch 69], Speed: 151.961 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.879 [Epoch 59][Batch 79], Speed: 151.439 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 89], Speed: 156.094 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 99], Speed: 145.934 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 109], Speed: 170.259 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.879 [Epoch 59][Batch 119], Speed: 163.199 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 129], Speed: 151.903 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 139], Speed: 160.474 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 149], Speed: 161.902 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 159], Speed: 157.302 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 169], Speed: 168.409 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 179], Speed: 177.200 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 189], Speed: 160.968 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.879 [Epoch 59][Batch 199], Speed: 165.463 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 209], Speed: 150.013 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 219], Speed: 165.807 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 229], Speed: 169.329 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 239], Speed: 165.833 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 249], Speed: 158.373 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.878 [Epoch 59][Batch 259], Speed: 147.597 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 269], Speed: 158.177 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 279], Speed: 161.756 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 289], Speed: 157.600 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 299], Speed: 152.753 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 309], Speed: 158.630 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 319], Speed: 158.728 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 329], Speed: 161.466 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 339], Speed: 158.976 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.878 [Epoch 59][Batch 349], Speed: 162.015 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 359], Speed: 155.602 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 369], Speed: 152.037 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 379], Speed: 147.070 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 389], Speed: 151.973 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 399], Speed: 163.610 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 409], Speed: 163.207 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 419], Speed: 162.663 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 429], Speed: 148.402 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 439], Speed: 147.621 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 449], Speed: 158.849 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 459], Speed: 155.399 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 469], Speed: 170.626 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 479], Speed: 161.833 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 489], Speed: 150.618 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 499], Speed: 150.287 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.877 [Epoch 59][Batch 509], Speed: 138.799 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 519], Speed: 155.527 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 529], Speed: 170.375 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 539], Speed: 170.765 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 549], Speed: 163.990 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 559], Speed: 164.908 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 569], Speed: 157.648 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 579], Speed: 164.107 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 589], Speed: 164.448 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 599], Speed: 170.239 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 609], Speed: 150.722 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 619], Speed: 154.199 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 629], Speed: 157.496 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 639], Speed: 152.015 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 649], Speed: 158.545 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 659], Speed: 168.967 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 669], Speed: 166.218 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.876 [Epoch 59][Batch 679], Speed: 154.143 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 689], Speed: 142.613 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 699], Speed: 160.748 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 709], Speed: 165.670 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 719], Speed: 167.989 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 729], Speed: 143.374 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 739], Speed: 147.244 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 749], Speed: 160.896 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 759], Speed: 159.379 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 769], Speed: 161.715 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 779], Speed: 160.305 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 789], Speed: 148.177 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 799], Speed: 146.597 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 809], Speed: 160.484 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 819], Speed: 143.647 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 829], Speed: 164.016 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.875 [Epoch 59][Batch 839], Speed: 166.746 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 849], Speed: 156.496 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 859], Speed: 165.760 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 869], Speed: 148.469 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 879], Speed: 151.370 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 889], Speed: 156.940 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 899], Speed: 157.472 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 909], Speed: 161.477 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 919], Speed: 158.744 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 929], Speed: 161.587 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 939], Speed: 158.975 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 949], Speed: 163.661 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 959], Speed: 169.205 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 969], Speed: 153.122 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 979], Speed: 150.209 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 989], Speed: 164.228 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.874 [Epoch 59][Batch 999], Speed: 158.448 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.873 [Epoch 59][Batch 1009], Speed: 169.135 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1019], Speed: 164.132 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.873 [Epoch 59][Batch 1029], Speed: 161.062 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.873 [Epoch 59][Batch 1039], Speed: 171.751 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.873 [Epoch 59][Batch 1049], Speed: 165.073 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1059], Speed: 158.564 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1069], Speed: 154.493 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1079], Speed: 166.986 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1089], Speed: 157.087 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1099], Speed: 148.234 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1109], Speed: 155.057 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1119], Speed: 162.021 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1129], Speed: 165.922 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1139], Speed: 152.320 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1149], Speed: 163.651 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.873 [Epoch 59][Batch 1159], Speed: 175.530 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 59][Batch 1169], Speed: 158.075 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 59][Batch 1179], Speed: 165.000 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 59][Batch 1189], Speed: 160.064 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 59][Batch 1199], Speed: 147.115 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 59][Batch 1209], Speed: 159.248 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 59][Batch 1219], Speed: 177.891 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 59] Training cost: 755.765, WHL1=0.260, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 60][Batch 9], Speed: 161.718 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 60][Batch 19], Speed: 154.373 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.872 [Epoch 60][Batch 29], Speed: 151.389 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.872 [Epoch 60][Batch 39], Speed: 168.781 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 60][Batch 49], Speed: 147.057 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 60][Batch 59], Speed: 164.262 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 60][Batch 69], Speed: 147.216 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.226, HeatmapFocal=1.872 [Epoch 60][Batch 79], Speed: 156.931 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 60][Batch 89], Speed: 153.597 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.872 [Epoch 60][Batch 99], Speed: 171.369 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 109], Speed: 158.708 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 119], Speed: 169.428 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 129], Speed: 159.383 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 139], Speed: 156.226 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 149], Speed: 150.571 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 159], Speed: 161.779 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 169], Speed: 162.121 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 179], Speed: 153.146 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 189], Speed: 161.074 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 199], Speed: 159.101 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 209], Speed: 151.282 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 219], Speed: 164.500 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 229], Speed: 160.978 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 239], Speed: 167.478 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 249], Speed: 156.808 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.871 [Epoch 60][Batch 259], Speed: 166.626 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 269], Speed: 159.370 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 279], Speed: 171.839 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 289], Speed: 145.740 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 299], Speed: 170.339 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 309], Speed: 148.341 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 319], Speed: 152.855 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 329], Speed: 163.152 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 339], Speed: 174.141 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 349], Speed: 150.612 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 359], Speed: 174.340 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 369], Speed: 159.654 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 379], Speed: 155.971 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 389], Speed: 165.588 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 399], Speed: 163.433 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 409], Speed: 158.172 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.870 [Epoch 60][Batch 419], Speed: 159.492 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 429], Speed: 164.793 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 439], Speed: 159.444 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 449], Speed: 165.713 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 459], Speed: 159.949 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 469], Speed: 161.140 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 479], Speed: 171.668 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 489], Speed: 158.921 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 499], Speed: 158.675 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 509], Speed: 163.731 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 519], Speed: 156.301 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 529], Speed: 164.617 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 539], Speed: 163.168 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 549], Speed: 167.921 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 559], Speed: 145.734 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 569], Speed: 143.212 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 579], Speed: 169.908 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.869 [Epoch 60][Batch 589], Speed: 164.259 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 599], Speed: 147.025 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 609], Speed: 167.035 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 619], Speed: 156.672 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 629], Speed: 152.046 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 639], Speed: 161.454 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 649], Speed: 149.308 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 659], Speed: 169.690 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 669], Speed: 152.830 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 679], Speed: 166.080 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 689], Speed: 163.486 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 699], Speed: 145.775 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 709], Speed: 148.901 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 719], Speed: 167.597 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 729], Speed: 164.660 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 739], Speed: 146.929 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.868 [Epoch 60][Batch 749], Speed: 155.973 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 759], Speed: 166.382 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 769], Speed: 147.591 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 779], Speed: 161.553 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 789], Speed: 146.667 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 799], Speed: 162.309 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 809], Speed: 156.966 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 819], Speed: 159.638 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 829], Speed: 141.373 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 839], Speed: 169.332 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 849], Speed: 149.759 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 859], Speed: 164.006 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 869], Speed: 150.094 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 879], Speed: 160.442 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 889], Speed: 156.516 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 899], Speed: 168.571 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 909], Speed: 154.582 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.867 [Epoch 60][Batch 919], Speed: 154.343 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 929], Speed: 157.615 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 939], Speed: 167.382 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 949], Speed: 160.477 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 959], Speed: 163.324 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 969], Speed: 160.329 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 979], Speed: 147.996 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 989], Speed: 155.417 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 999], Speed: 165.774 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 1009], Speed: 152.508 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 1019], Speed: 166.848 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 1029], Speed: 153.110 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 1039], Speed: 173.351 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 1049], Speed: 155.882 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 1059], Speed: 152.950 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 1069], Speed: 151.443 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 1079], Speed: 157.447 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.866 [Epoch 60][Batch 1089], Speed: 135.832 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1099], Speed: 165.044 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1109], Speed: 160.627 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1119], Speed: 174.862 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1129], Speed: 161.908 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1139], Speed: 152.252 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1149], Speed: 151.703 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1159], Speed: 179.160 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1169], Speed: 166.372 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1179], Speed: 163.650 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1189], Speed: 154.186 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1199], Speed: 172.741 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1209], Speed: 178.347 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60][Batch 1219], Speed: 167.010 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60] Training cost: 750.630, WHL1=0.259, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 60] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.281 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.292 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.094 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.439 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.260 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.393 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.152 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.438 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.629 person=39.3 bicycle=18.6 car=24.9 motorcycle=29.2 airplane=52.3 bus=52.3 train=50.9 truck=22.1 boat=14.3 traffic light=14.3 fire hydrant=52.4 stop sign=49.6 parking meter=32.5 bench=16.5 bird=22.3 cat=51.7 dog=48.1 horse=46.1 sheep=38.6 cow=35.9 elephant=51.2 bear=60.1 zebra=58.0 giraffe=58.3 backpack=6.5 umbrella=28.0 handbag=6.1 tie=17.2 suitcase=23.2 frisbee=40.9 skis=13.3 snowboard=20.0 sports ball=24.3 kite=23.4 baseball bat=12.3 baseball glove=22.4 skateboard=38.3 surfboard=22.8 tennis racket=32.1 bottle=21.1 wine glass=20.9 cup=24.2 fork=14.8 knife=6.6 spoon=6.5 bowl=28.6 banana=15.5 apple=12.9 sandwich=24.6 orange=23.3 broccoli=15.0 carrot=14.1 hot dog=21.5 pizza=35.2 donut=27.7 cake=23.3 chair=18.0 couch=35.3 potted plant=17.8 bed=22.1 dining table=19.2 toilet=53.4 tv=44.8 laptop=46.4 mouse=42.4 remote=12.4 keyboard=36.1 cell phone=19.2 microwave=42.8 oven=21.7 toaster=17.1 sink=27.7 refrigerator=41.0 book=4.1 clock=38.3 vase=24.7 scissors=17.9 teddy bear=33.3 hair drier=0.0 toothbrush=8.5 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =28.1 [Epoch 61][Batch 9], Speed: 157.395 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.865 [Epoch 61][Batch 19], Speed: 152.712 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.223, HeatmapFocal=1.865 [Epoch 61][Batch 29], Speed: 165.138 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.865 [Epoch 61][Batch 39], Speed: 154.204 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 49], Speed: 166.256 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 59], Speed: 168.762 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 69], Speed: 148.996 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 79], Speed: 143.311 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 89], Speed: 165.359 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 99], Speed: 161.595 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 109], Speed: 178.796 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 119], Speed: 150.830 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 129], Speed: 149.042 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 139], Speed: 145.434 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 149], Speed: 159.918 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 159], Speed: 163.890 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 169], Speed: 169.710 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 179], Speed: 154.472 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.864 [Epoch 61][Batch 189], Speed: 152.557 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.864 [Epoch 61][Batch 199], Speed: 160.505 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.863 [Epoch 61][Batch 209], Speed: 166.097 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 219], Speed: 145.649 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.863 [Epoch 61][Batch 229], Speed: 173.845 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.863 [Epoch 61][Batch 239], Speed: 171.050 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 249], Speed: 158.758 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 259], Speed: 151.608 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 269], Speed: 169.561 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 279], Speed: 167.796 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 289], Speed: 165.912 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 299], Speed: 165.923 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 309], Speed: 142.553 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 319], Speed: 147.601 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 329], Speed: 163.633 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.863 [Epoch 61][Batch 339], Speed: 147.886 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.863 [Epoch 61][Batch 349], Speed: 175.106 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.863 [Epoch 61][Batch 359], Speed: 175.925 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.862 [Epoch 61][Batch 369], Speed: 155.408 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.862 [Epoch 61][Batch 379], Speed: 150.477 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 389], Speed: 159.207 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 399], Speed: 152.647 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 409], Speed: 167.506 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 419], Speed: 164.392 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 429], Speed: 150.297 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 439], Speed: 159.776 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 449], Speed: 170.928 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 459], Speed: 143.122 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 469], Speed: 156.694 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 479], Speed: 173.249 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 489], Speed: 148.651 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 499], Speed: 147.250 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 509], Speed: 165.036 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 519], Speed: 169.948 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.862 [Epoch 61][Batch 529], Speed: 168.144 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.861 [Epoch 61][Batch 539], Speed: 163.218 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.861 [Epoch 61][Batch 549], Speed: 154.390 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.861 [Epoch 61][Batch 559], Speed: 164.621 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 569], Speed: 162.928 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 579], Speed: 158.230 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 589], Speed: 170.769 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 599], Speed: 169.894 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 609], Speed: 149.809 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 619], Speed: 139.760 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 629], Speed: 149.258 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 639], Speed: 144.043 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 649], Speed: 164.699 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 659], Speed: 169.715 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 669], Speed: 151.742 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 679], Speed: 148.368 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.861 [Epoch 61][Batch 689], Speed: 161.273 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.860 [Epoch 61][Batch 699], Speed: 156.942 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.860 [Epoch 61][Batch 709], Speed: 169.318 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.860 [Epoch 61][Batch 719], Speed: 173.695 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.860 [Epoch 61][Batch 729], Speed: 145.962 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.860 [Epoch 61][Batch 739], Speed: 155.916 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.860 [Epoch 61][Batch 749], Speed: 141.324 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.860 [Epoch 61][Batch 759], Speed: 156.819 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.860 [Epoch 61][Batch 769], Speed: 159.845 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 61][Batch 779], Speed: 173.078 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 61][Batch 789], Speed: 152.919 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 61][Batch 799], Speed: 138.669 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 61][Batch 809], Speed: 160.688 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 61][Batch 819], Speed: 163.052 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 61][Batch 829], Speed: 167.555 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 61][Batch 839], Speed: 165.986 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 61][Batch 849], Speed: 158.618 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 61][Batch 859], Speed: 161.401 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.860 [Epoch 61][Batch 869], Speed: 155.717 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 879], Speed: 160.126 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 889], Speed: 167.591 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 899], Speed: 162.199 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 909], Speed: 157.530 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 919], Speed: 162.235 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 929], Speed: 154.083 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 939], Speed: 157.763 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 949], Speed: 168.801 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 959], Speed: 171.801 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 969], Speed: 155.869 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 979], Speed: 160.281 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 989], Speed: 169.850 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 999], Speed: 152.972 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 1009], Speed: 168.872 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 1019], Speed: 169.123 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 1029], Speed: 157.117 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.859 [Epoch 61][Batch 1039], Speed: 149.616 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1049], Speed: 169.616 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1059], Speed: 158.830 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1069], Speed: 160.443 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1079], Speed: 158.799 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1089], Speed: 144.814 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1099], Speed: 151.264 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1109], Speed: 182.425 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1119], Speed: 152.724 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1129], Speed: 162.796 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1139], Speed: 156.677 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1149], Speed: 158.386 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1159], Speed: 167.941 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1169], Speed: 154.523 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1179], Speed: 162.048 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1189], Speed: 171.182 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1199], Speed: 170.182 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1209], Speed: 165.932 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.858 [Epoch 61][Batch 1219], Speed: 164.504 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.857 [Epoch 61] Training cost: 753.447, WHL1=0.258, CenterRegL1=0.225, HeatmapFocal=1.857 [Epoch 62][Batch 9], Speed: 152.232 samples/sec, LR=0.000375, WHL1=0.261, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 19], Speed: 152.727 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 29], Speed: 159.433 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 39], Speed: 155.953 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 49], Speed: 155.966 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 59], Speed: 177.874 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 69], Speed: 163.184 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 79], Speed: 166.165 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 89], Speed: 164.093 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 99], Speed: 168.204 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 109], Speed: 163.241 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 119], Speed: 164.022 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 129], Speed: 161.470 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 139], Speed: 169.585 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 149], Speed: 148.189 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.857 [Epoch 62][Batch 159], Speed: 169.172 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 169], Speed: 167.234 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 179], Speed: 170.245 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 189], Speed: 149.698 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 199], Speed: 160.088 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 209], Speed: 149.051 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 219], Speed: 154.901 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 229], Speed: 164.292 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 239], Speed: 161.089 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 249], Speed: 159.528 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 259], Speed: 161.319 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 269], Speed: 160.234 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 279], Speed: 167.319 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.856 [Epoch 62][Batch 289], Speed: 163.374 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.856 [Epoch 62][Batch 299], Speed: 163.897 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.856 [Epoch 62][Batch 309], Speed: 155.879 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.856 [Epoch 62][Batch 319], Speed: 158.802 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.856 [Epoch 62][Batch 329], Speed: 153.529 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 339], Speed: 170.648 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 349], Speed: 164.150 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 359], Speed: 158.943 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 369], Speed: 141.042 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 379], Speed: 156.484 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 389], Speed: 154.769 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 399], Speed: 159.659 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 409], Speed: 150.664 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 419], Speed: 165.483 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 429], Speed: 136.651 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 439], Speed: 165.339 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 449], Speed: 151.631 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 459], Speed: 164.017 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 469], Speed: 147.026 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 479], Speed: 161.751 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 489], Speed: 145.522 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.855 [Epoch 62][Batch 499], Speed: 145.406 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 509], Speed: 150.994 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 519], Speed: 166.292 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 529], Speed: 148.689 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 539], Speed: 162.965 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 549], Speed: 155.367 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 559], Speed: 154.355 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 569], Speed: 160.978 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 579], Speed: 165.530 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 589], Speed: 159.865 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 599], Speed: 160.755 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 609], Speed: 157.255 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 619], Speed: 153.313 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 629], Speed: 162.181 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 639], Speed: 166.726 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 649], Speed: 155.558 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 659], Speed: 155.670 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.854 [Epoch 62][Batch 669], Speed: 144.271 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 679], Speed: 159.039 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 689], Speed: 154.137 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 699], Speed: 169.828 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 709], Speed: 149.888 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 719], Speed: 159.612 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 729], Speed: 142.826 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 739], Speed: 152.954 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 749], Speed: 161.798 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 759], Speed: 152.446 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 769], Speed: 161.192 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 779], Speed: 168.940 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 789], Speed: 163.270 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 799], Speed: 160.294 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 809], Speed: 146.048 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 819], Speed: 157.279 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 829], Speed: 162.276 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.853 [Epoch 62][Batch 839], Speed: 168.927 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 849], Speed: 155.160 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 859], Speed: 144.731 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 869], Speed: 156.043 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 879], Speed: 172.621 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 889], Speed: 160.740 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 899], Speed: 157.127 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 909], Speed: 154.226 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 919], Speed: 155.278 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 929], Speed: 158.772 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 939], Speed: 149.420 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 949], Speed: 158.606 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 959], Speed: 169.822 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 969], Speed: 150.418 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 979], Speed: 151.339 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 989], Speed: 159.115 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 999], Speed: 162.102 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 1009], Speed: 160.985 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.852 [Epoch 62][Batch 1019], Speed: 169.740 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1029], Speed: 142.650 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1039], Speed: 145.734 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1049], Speed: 160.463 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1059], Speed: 166.098 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1069], Speed: 159.899 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1079], Speed: 163.601 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1089], Speed: 139.757 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1099], Speed: 153.745 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1109], Speed: 152.602 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1119], Speed: 174.756 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1129], Speed: 171.060 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1139], Speed: 161.317 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1149], Speed: 161.239 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1159], Speed: 156.328 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1169], Speed: 158.476 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1179], Speed: 156.457 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1189], Speed: 165.660 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.851 [Epoch 62][Batch 1199], Speed: 145.170 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 62][Batch 1209], Speed: 158.243 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 62][Batch 1219], Speed: 149.745 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 62] Training cost: 751.009, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 9], Speed: 145.300 samples/sec, LR=0.000375, WHL1=0.267, CenterRegL1=0.221, HeatmapFocal=1.850 [Epoch 63][Batch 19], Speed: 148.179 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.223, HeatmapFocal=1.850 [Epoch 63][Batch 29], Speed: 162.345 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 39], Speed: 135.290 samples/sec, LR=0.000375, WHL1=0.258, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 49], Speed: 170.801 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 59], Speed: 165.864 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 69], Speed: 165.669 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 79], Speed: 166.753 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 89], Speed: 154.959 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 99], Speed: 142.680 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 109], Speed: 168.506 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 119], Speed: 154.734 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 129], Speed: 148.583 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.850 [Epoch 63][Batch 139], Speed: 154.289 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.849 [Epoch 63][Batch 149], Speed: 151.666 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.849 [Epoch 63][Batch 159], Speed: 153.530 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.849 [Epoch 63][Batch 169], Speed: 170.291 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.849 [Epoch 63][Batch 179], Speed: 159.699 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.849 [Epoch 63][Batch 189], Speed: 166.838 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 199], Speed: 144.313 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 209], Speed: 160.027 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 219], Speed: 146.051 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 229], Speed: 168.718 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 239], Speed: 165.636 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 249], Speed: 164.254 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 259], Speed: 147.792 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 269], Speed: 146.418 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 279], Speed: 150.996 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 289], Speed: 162.929 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 299], Speed: 170.741 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 309], Speed: 168.749 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.849 [Epoch 63][Batch 319], Speed: 135.505 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 329], Speed: 158.270 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 339], Speed: 151.819 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 349], Speed: 177.072 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 359], Speed: 173.783 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 369], Speed: 152.698 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 379], Speed: 139.450 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 389], Speed: 151.506 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 399], Speed: 161.044 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 409], Speed: 168.623 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 419], Speed: 154.505 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 429], Speed: 147.144 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 439], Speed: 145.033 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 449], Speed: 152.789 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 459], Speed: 160.674 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 469], Speed: 159.263 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 479], Speed: 169.003 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 489], Speed: 147.145 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.848 [Epoch 63][Batch 499], Speed: 153.945 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 509], Speed: 146.149 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 519], Speed: 142.884 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 529], Speed: 168.594 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 539], Speed: 168.833 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 549], Speed: 157.614 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 559], Speed: 144.159 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 569], Speed: 158.333 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 579], Speed: 148.737 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 589], Speed: 161.931 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 599], Speed: 169.603 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 609], Speed: 158.139 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 619], Speed: 140.739 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 629], Speed: 158.708 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 639], Speed: 162.390 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 649], Speed: 168.700 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 659], Speed: 162.853 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.847 [Epoch 63][Batch 669], Speed: 151.267 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 679], Speed: 155.393 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 689], Speed: 154.495 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 699], Speed: 161.900 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 709], Speed: 173.043 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 719], Speed: 161.269 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 729], Speed: 165.542 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 739], Speed: 143.893 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 749], Speed: 152.142 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 759], Speed: 158.065 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 769], Speed: 155.436 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 779], Speed: 167.828 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 789], Speed: 167.051 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 799], Speed: 152.019 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 809], Speed: 145.297 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 819], Speed: 165.579 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 829], Speed: 166.149 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 839], Speed: 160.185 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.846 [Epoch 63][Batch 849], Speed: 163.728 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 859], Speed: 147.127 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 869], Speed: 141.732 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 879], Speed: 159.839 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 889], Speed: 155.571 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 899], Speed: 162.366 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 909], Speed: 167.214 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 919], Speed: 144.037 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 929], Speed: 149.656 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 939], Speed: 149.013 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 949], Speed: 165.657 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 959], Speed: 164.676 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 969], Speed: 166.645 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 979], Speed: 157.214 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 989], Speed: 147.102 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 999], Speed: 145.856 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 1009], Speed: 159.468 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 1019], Speed: 159.187 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.845 [Epoch 63][Batch 1029], Speed: 162.161 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1039], Speed: 156.792 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1049], Speed: 146.616 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1059], Speed: 143.423 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1069], Speed: 166.149 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1079], Speed: 165.669 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1089], Speed: 149.689 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1099], Speed: 142.893 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1109], Speed: 161.526 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1119], Speed: 172.550 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1129], Speed: 156.937 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1139], Speed: 175.614 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1149], Speed: 170.523 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1159], Speed: 168.988 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1169], Speed: 148.176 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1179], Speed: 161.639 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1189], Speed: 185.725 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1199], Speed: 174.602 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.844 [Epoch 63][Batch 1209], Speed: 150.575 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.843 [Epoch 63][Batch 1219], Speed: 154.818 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.843 [Epoch 63] Training cost: 753.982, WHL1=0.256, CenterRegL1=0.225, HeatmapFocal=1.843 [Epoch 64][Batch 9], Speed: 148.455 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.224, HeatmapFocal=1.843 [Epoch 64][Batch 19], Speed: 156.084 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.224, HeatmapFocal=1.843 [Epoch 64][Batch 29], Speed: 145.444 samples/sec, LR=0.000375, WHL1=0.262, CenterRegL1=0.224, HeatmapFocal=1.843 [Epoch 64][Batch 39], Speed: 157.244 samples/sec, LR=0.000375, WHL1=0.260, CenterRegL1=0.223, HeatmapFocal=1.843 [Epoch 64][Batch 49], Speed: 167.596 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.223, HeatmapFocal=1.843 [Epoch 64][Batch 59], Speed: 173.724 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.223, HeatmapFocal=1.843 [Epoch 64][Batch 69], Speed: 166.026 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.223, HeatmapFocal=1.843 [Epoch 64][Batch 79], Speed: 157.478 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.223, HeatmapFocal=1.843 [Epoch 64][Batch 89], Speed: 168.282 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.223, HeatmapFocal=1.843 [Epoch 64][Batch 99], Speed: 138.664 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.223, HeatmapFocal=1.843 [Epoch 64][Batch 109], Speed: 165.959 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.223, HeatmapFocal=1.843 [Epoch 64][Batch 119], Speed: 173.693 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.223, HeatmapFocal=1.843 [Epoch 64][Batch 129], Speed: 164.344 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.843 [Epoch 64][Batch 139], Speed: 160.806 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.843 [Epoch 64][Batch 149], Speed: 150.727 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.843 [Epoch 64][Batch 159], Speed: 157.489 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 169], Speed: 157.744 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 179], Speed: 170.241 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 189], Speed: 169.779 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 199], Speed: 165.788 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 209], Speed: 148.777 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 219], Speed: 164.261 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 229], Speed: 156.396 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 239], Speed: 168.772 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 249], Speed: 161.926 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 259], Speed: 157.573 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 269], Speed: 169.899 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 279], Speed: 156.917 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 289], Speed: 164.030 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 299], Speed: 173.325 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 309], Speed: 153.702 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 319], Speed: 149.743 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.842 [Epoch 64][Batch 329], Speed: 162.995 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 339], Speed: 156.901 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 349], Speed: 159.853 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 359], Speed: 163.571 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 369], Speed: 165.552 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 379], Speed: 160.450 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 389], Speed: 171.608 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 399], Speed: 161.089 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 409], Speed: 175.427 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 419], Speed: 162.741 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 429], Speed: 167.384 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 439], Speed: 161.281 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 449], Speed: 157.897 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 459], Speed: 154.182 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 469], Speed: 169.512 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 479], Speed: 169.943 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 489], Speed: 159.448 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 499], Speed: 162.930 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.841 [Epoch 64][Batch 509], Speed: 153.311 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 519], Speed: 163.056 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 529], Speed: 162.696 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 539], Speed: 170.229 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 549], Speed: 141.367 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 559], Speed: 155.100 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 569], Speed: 161.976 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 579], Speed: 170.910 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 589], Speed: 155.688 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 599], Speed: 165.529 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 609], Speed: 152.890 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 619], Speed: 160.904 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 629], Speed: 159.512 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 639], Speed: 157.416 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 649], Speed: 150.701 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 659], Speed: 168.157 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 669], Speed: 165.908 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 679], Speed: 161.378 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.840 [Epoch 64][Batch 689], Speed: 158.063 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 699], Speed: 171.661 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 709], Speed: 160.125 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 719], Speed: 171.919 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 729], Speed: 159.023 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 739], Speed: 160.772 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 749], Speed: 151.976 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 759], Speed: 162.161 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 769], Speed: 168.149 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 779], Speed: 166.180 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 789], Speed: 168.661 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 799], Speed: 141.460 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 809], Speed: 167.321 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 819], Speed: 174.927 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 829], Speed: 163.467 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 839], Speed: 160.105 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 849], Speed: 153.955 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 859], Speed: 160.431 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 869], Speed: 148.707 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.839 [Epoch 64][Batch 879], Speed: 174.168 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 889], Speed: 163.998 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 899], Speed: 159.877 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 909], Speed: 151.550 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 919], Speed: 145.941 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 929], Speed: 145.838 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 939], Speed: 173.394 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 949], Speed: 160.871 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 959], Speed: 159.069 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 969], Speed: 160.446 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 979], Speed: 162.962 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 989], Speed: 157.815 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 999], Speed: 171.371 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 1009], Speed: 148.855 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 1019], Speed: 161.294 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 1029], Speed: 162.285 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 1039], Speed: 158.931 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 1049], Speed: 151.357 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 1059], Speed: 162.580 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.838 [Epoch 64][Batch 1069], Speed: 137.611 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1079], Speed: 170.683 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1089], Speed: 160.858 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1099], Speed: 164.646 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1109], Speed: 150.857 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1119], Speed: 158.741 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1129], Speed: 157.250 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1139], Speed: 164.658 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1149], Speed: 167.290 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1159], Speed: 159.942 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1169], Speed: 174.071 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1179], Speed: 153.177 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1189], Speed: 155.304 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1199], Speed: 170.817 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1209], Speed: 169.388 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64][Batch 1219], Speed: 156.206 samples/sec, LR=0.000375, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 64] Training cost: 752.235, WHL1=0.256, CenterRegL1=0.224, HeatmapFocal=1.837 [Epoch 65][Batch 9], Speed: 153.596 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.227, HeatmapFocal=1.837 [Epoch 65][Batch 19], Speed: 140.569 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.837 [Epoch 65][Batch 29], Speed: 160.336 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 65][Batch 39], Speed: 166.482 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 65][Batch 49], Speed: 157.619 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 65][Batch 59], Speed: 167.171 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.226, HeatmapFocal=1.836 [Epoch 65][Batch 69], Speed: 140.435 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 79], Speed: 164.439 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 89], Speed: 152.844 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 99], Speed: 163.458 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 109], Speed: 163.939 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 119], Speed: 174.390 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 129], Speed: 152.689 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 139], Speed: 163.216 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 149], Speed: 149.719 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 159], Speed: 160.095 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 169], Speed: 165.540 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 179], Speed: 170.007 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 189], Speed: 149.772 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 199], Speed: 163.479 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.836 [Epoch 65][Batch 209], Speed: 149.428 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 219], Speed: 169.870 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 229], Speed: 165.736 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 239], Speed: 162.217 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 249], Speed: 166.710 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 259], Speed: 136.607 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 269], Speed: 149.079 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 279], Speed: 164.154 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 289], Speed: 159.729 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 299], Speed: 170.353 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 309], Speed: 166.596 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 319], Speed: 149.064 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 329], Speed: 151.514 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 339], Speed: 156.807 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 349], Speed: 158.358 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 359], Speed: 171.953 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 369], Speed: 169.629 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 379], Speed: 148.868 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.835 [Epoch 65][Batch 389], Speed: 147.986 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 399], Speed: 160.896 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 409], Speed: 162.047 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 419], Speed: 164.627 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 429], Speed: 169.712 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 439], Speed: 160.433 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 449], Speed: 159.227 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 459], Speed: 166.542 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 469], Speed: 153.981 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 479], Speed: 149.480 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 489], Speed: 161.963 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 499], Speed: 165.125 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 509], Speed: 157.593 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 519], Speed: 158.144 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 529], Speed: 164.362 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 539], Speed: 163.490 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 549], Speed: 163.987 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 559], Speed: 164.768 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 569], Speed: 162.959 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.834 [Epoch 65][Batch 579], Speed: 164.915 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 589], Speed: 164.525 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 599], Speed: 172.586 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 609], Speed: 171.357 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 619], Speed: 142.559 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 629], Speed: 151.679 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 639], Speed: 163.152 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 649], Speed: 161.039 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 659], Speed: 149.775 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 669], Speed: 169.138 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 679], Speed: 129.132 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 689], Speed: 158.648 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 699], Speed: 155.279 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 709], Speed: 167.121 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 719], Speed: 171.654 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 729], Speed: 169.031 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 739], Speed: 165.598 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 749], Speed: 153.749 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.833 [Epoch 65][Batch 759], Speed: 164.770 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 65][Batch 769], Speed: 164.460 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 65][Batch 779], Speed: 163.485 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 65][Batch 789], Speed: 167.827 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 65][Batch 799], Speed: 163.144 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 65][Batch 809], Speed: 150.431 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 819], Speed: 162.257 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 829], Speed: 160.286 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 839], Speed: 160.138 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 65][Batch 849], Speed: 159.416 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.832 [Epoch 65][Batch 859], Speed: 151.452 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 869], Speed: 142.300 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 879], Speed: 158.934 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 889], Speed: 167.183 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 899], Speed: 169.533 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 909], Speed: 153.388 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 919], Speed: 153.655 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 929], Speed: 151.026 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 939], Speed: 161.740 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.832 [Epoch 65][Batch 949], Speed: 160.045 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 959], Speed: 167.658 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 969], Speed: 166.830 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 979], Speed: 158.475 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 989], Speed: 157.280 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 999], Speed: 161.476 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1009], Speed: 150.645 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1019], Speed: 148.796 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1029], Speed: 157.462 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1039], Speed: 139.840 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1049], Speed: 157.366 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1059], Speed: 156.301 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1069], Speed: 151.384 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1079], Speed: 140.789 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1089], Speed: 168.937 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1099], Speed: 159.413 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1109], Speed: 155.943 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1119], Speed: 148.734 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1129], Speed: 157.539 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.831 [Epoch 65][Batch 1139], Speed: 174.600 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 65][Batch 1149], Speed: 162.067 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 65][Batch 1159], Speed: 171.444 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 65][Batch 1169], Speed: 182.103 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 65][Batch 1179], Speed: 153.458 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 65][Batch 1189], Speed: 183.068 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 65][Batch 1199], Speed: 173.106 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 65][Batch 1209], Speed: 165.083 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 65][Batch 1219], Speed: 146.367 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 65] Training cost: 754.540, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 66][Batch 9], Speed: 152.938 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 66][Batch 19], Speed: 157.402 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.830 [Epoch 66][Batch 29], Speed: 158.929 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 66][Batch 39], Speed: 161.034 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 66][Batch 49], Speed: 164.329 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 66][Batch 59], Speed: 168.320 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 66][Batch 69], Speed: 148.136 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.830 [Epoch 66][Batch 79], Speed: 156.481 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 66][Batch 89], Speed: 160.398 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.830 [Epoch 66][Batch 99], Speed: 170.650 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 109], Speed: 158.421 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 119], Speed: 153.172 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 129], Speed: 140.422 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 139], Speed: 149.031 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 149], Speed: 163.143 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 159], Speed: 167.230 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 169], Speed: 162.776 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 179], Speed: 166.257 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 189], Speed: 148.297 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 199], Speed: 152.502 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 209], Speed: 146.578 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 219], Speed: 161.237 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 229], Speed: 166.065 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 239], Speed: 171.335 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 249], Speed: 142.382 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 259], Speed: 150.106 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 269], Speed: 144.178 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.829 [Epoch 66][Batch 279], Speed: 159.447 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 289], Speed: 143.047 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 299], Speed: 170.371 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 309], Speed: 143.909 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 319], Speed: 151.215 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 329], Speed: 162.635 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 339], Speed: 160.859 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 349], Speed: 171.531 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 359], Speed: 165.477 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 369], Speed: 157.342 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 379], Speed: 151.560 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 389], Speed: 161.832 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 399], Speed: 171.406 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 409], Speed: 158.785 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 419], Speed: 160.471 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 429], Speed: 160.292 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 439], Speed: 163.035 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 449], Speed: 144.511 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 459], Speed: 175.075 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.828 [Epoch 66][Batch 469], Speed: 154.211 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 479], Speed: 163.311 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 489], Speed: 164.230 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 499], Speed: 153.821 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 509], Speed: 139.478 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 519], Speed: 157.993 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 529], Speed: 164.661 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 539], Speed: 164.628 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 549], Speed: 173.239 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 559], Speed: 157.929 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 569], Speed: 161.889 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 579], Speed: 161.070 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 589], Speed: 167.703 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 599], Speed: 158.590 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 609], Speed: 155.215 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 619], Speed: 161.202 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 629], Speed: 133.880 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 639], Speed: 168.141 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 649], Speed: 154.765 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.827 [Epoch 66][Batch 659], Speed: 160.287 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 669], Speed: 167.063 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 679], Speed: 155.875 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 689], Speed: 157.207 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 699], Speed: 162.397 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 709], Speed: 164.573 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 719], Speed: 167.774 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 729], Speed: 167.433 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 739], Speed: 143.969 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 749], Speed: 158.637 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 759], Speed: 172.147 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 769], Speed: 165.644 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 779], Speed: 159.029 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 789], Speed: 165.216 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 799], Speed: 154.999 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 809], Speed: 160.585 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 819], Speed: 159.232 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 829], Speed: 165.924 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 839], Speed: 163.152 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.826 [Epoch 66][Batch 849], Speed: 156.291 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 859], Speed: 155.595 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 869], Speed: 164.415 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 879], Speed: 166.224 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 889], Speed: 166.396 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 899], Speed: 162.987 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 909], Speed: 163.539 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 919], Speed: 161.274 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 929], Speed: 162.676 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 939], Speed: 172.114 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 949], Speed: 163.993 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 959], Speed: 137.979 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 969], Speed: 162.467 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 979], Speed: 165.242 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 989], Speed: 155.702 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 999], Speed: 162.817 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 1009], Speed: 153.804 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 1019], Speed: 169.862 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 1029], Speed: 166.984 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 1039], Speed: 156.965 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.825 [Epoch 66][Batch 1049], Speed: 164.210 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1059], Speed: 161.595 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1069], Speed: 160.333 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1079], Speed: 167.995 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1089], Speed: 167.348 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1099], Speed: 153.199 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1109], Speed: 156.771 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1119], Speed: 163.215 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1129], Speed: 164.734 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1139], Speed: 177.587 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1149], Speed: 160.448 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1159], Speed: 164.863 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1169], Speed: 153.877 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1179], Speed: 170.969 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1189], Speed: 160.024 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1199], Speed: 170.197 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1209], Speed: 166.894 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66][Batch 1219], Speed: 162.090 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 66] Training cost: 752.448, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 67][Batch 9], Speed: 138.677 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.824 [Epoch 67][Batch 19], Speed: 150.680 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.824 [Epoch 67][Batch 29], Speed: 159.984 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 39], Speed: 161.527 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 49], Speed: 169.053 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 59], Speed: 170.773 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 69], Speed: 162.234 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 79], Speed: 156.326 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 89], Speed: 147.458 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 99], Speed: 160.682 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 109], Speed: 155.765 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 119], Speed: 159.514 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 129], Speed: 157.714 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.823 [Epoch 67][Batch 139], Speed: 160.913 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.823 [Epoch 67][Batch 149], Speed: 152.799 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 159], Speed: 159.165 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.823 [Epoch 67][Batch 169], Speed: 161.251 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.823 [Epoch 67][Batch 179], Speed: 158.857 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 189], Speed: 155.544 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.823 [Epoch 67][Batch 199], Speed: 144.986 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.823 [Epoch 67][Batch 209], Speed: 156.663 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 219], Speed: 159.618 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 229], Speed: 174.368 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 239], Speed: 158.940 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 249], Speed: 158.912 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 259], Speed: 146.492 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 269], Speed: 154.910 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 279], Speed: 157.948 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 289], Speed: 147.183 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 299], Speed: 169.114 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 309], Speed: 151.175 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 319], Speed: 156.901 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 329], Speed: 156.276 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 339], Speed: 153.241 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 349], Speed: 156.680 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 359], Speed: 174.066 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 369], Speed: 153.384 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 379], Speed: 151.317 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 389], Speed: 157.990 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.822 [Epoch 67][Batch 399], Speed: 162.997 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 409], Speed: 156.288 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 419], Speed: 174.305 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 429], Speed: 144.887 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 439], Speed: 148.880 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 449], Speed: 170.173 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 459], Speed: 159.463 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 469], Speed: 173.224 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 479], Speed: 168.014 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 489], Speed: 148.121 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 499], Speed: 163.227 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 509], Speed: 156.063 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 519], Speed: 152.210 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 529], Speed: 157.701 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 539], Speed: 166.817 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 549], Speed: 157.344 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 559], Speed: 164.117 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 569], Speed: 148.854 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 579], Speed: 167.125 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 589], Speed: 153.998 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.821 [Epoch 67][Batch 599], Speed: 166.346 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 609], Speed: 148.880 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 619], Speed: 157.305 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 629], Speed: 154.838 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 639], Speed: 159.676 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 649], Speed: 157.834 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 659], Speed: 165.964 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 669], Speed: 165.205 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 679], Speed: 151.224 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 689], Speed: 142.314 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 699], Speed: 163.084 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 709], Speed: 158.076 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 719], Speed: 152.452 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 729], Speed: 154.760 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 739], Speed: 169.153 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 749], Speed: 157.488 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 759], Speed: 158.861 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 769], Speed: 161.094 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 779], Speed: 151.593 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 789], Speed: 161.818 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.820 [Epoch 67][Batch 799], Speed: 154.631 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 809], Speed: 155.664 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 819], Speed: 160.171 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 829], Speed: 150.299 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 839], Speed: 160.718 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 849], Speed: 156.917 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 859], Speed: 156.006 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 869], Speed: 151.205 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 879], Speed: 153.146 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 889], Speed: 155.483 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 899], Speed: 163.610 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 909], Speed: 161.595 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 919], Speed: 163.410 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 929], Speed: 152.993 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 939], Speed: 156.875 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 949], Speed: 155.856 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 959], Speed: 166.684 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 969], Speed: 159.739 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 979], Speed: 159.072 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.819 [Epoch 67][Batch 989], Speed: 150.580 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 999], Speed: 171.974 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1009], Speed: 153.942 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1019], Speed: 165.824 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1029], Speed: 156.156 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1039], Speed: 153.180 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1049], Speed: 153.332 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1059], Speed: 165.574 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1069], Speed: 165.624 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1079], Speed: 153.721 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1089], Speed: 148.348 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1099], Speed: 162.138 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1109], Speed: 168.654 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1119], Speed: 171.993 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1129], Speed: 150.923 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1139], Speed: 171.347 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1149], Speed: 163.787 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1159], Speed: 168.384 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1169], Speed: 170.335 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1179], Speed: 171.403 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.818 [Epoch 67][Batch 1189], Speed: 162.656 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 67][Batch 1199], Speed: 150.843 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 67][Batch 1209], Speed: 176.640 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 67][Batch 1219], Speed: 160.271 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 67] Training cost: 757.384, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 9], Speed: 149.846 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.225, HeatmapFocal=1.817 [Epoch 68][Batch 19], Speed: 155.144 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.223, HeatmapFocal=1.817 [Epoch 68][Batch 29], Speed: 154.214 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 39], Speed: 164.964 samples/sec, LR=0.000375, WHL1=0.257, CenterRegL1=0.225, HeatmapFocal=1.817 [Epoch 68][Batch 49], Speed: 159.417 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 59], Speed: 163.100 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 69], Speed: 151.219 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 79], Speed: 156.146 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 89], Speed: 144.220 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 99], Speed: 157.444 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 109], Speed: 169.022 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 119], Speed: 164.274 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 129], Speed: 161.540 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 139], Speed: 155.548 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 149], Speed: 163.281 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 159], Speed: 152.572 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.817 [Epoch 68][Batch 169], Speed: 164.197 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 179], Speed: 167.321 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 189], Speed: 153.004 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 199], Speed: 140.814 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 209], Speed: 151.013 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 219], Speed: 168.981 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 229], Speed: 152.045 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 239], Speed: 174.270 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 249], Speed: 154.195 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 259], Speed: 155.053 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 269], Speed: 141.156 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 279], Speed: 168.707 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 289], Speed: 149.710 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 299], Speed: 171.181 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 309], Speed: 148.144 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 319], Speed: 168.984 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 329], Speed: 157.135 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 339], Speed: 163.571 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 349], Speed: 156.476 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.816 [Epoch 68][Batch 359], Speed: 161.687 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 369], Speed: 150.559 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 379], Speed: 156.668 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 389], Speed: 149.083 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 399], Speed: 152.563 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 409], Speed: 154.669 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 419], Speed: 168.169 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 429], Speed: 153.936 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 439], Speed: 155.744 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 449], Speed: 145.451 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 459], Speed: 160.838 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 469], Speed: 159.713 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 479], Speed: 166.997 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 489], Speed: 143.734 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 499], Speed: 167.011 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 509], Speed: 149.046 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 519], Speed: 155.711 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 529], Speed: 153.109 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 539], Speed: 165.709 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 549], Speed: 145.513 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.815 [Epoch 68][Batch 559], Speed: 139.339 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 569], Speed: 162.247 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 579], Speed: 167.811 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 589], Speed: 163.528 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 599], Speed: 163.243 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 609], Speed: 151.385 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 619], Speed: 151.091 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 629], Speed: 139.301 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 639], Speed: 171.497 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 649], Speed: 153.195 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 659], Speed: 161.266 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 669], Speed: 163.753 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 679], Speed: 166.440 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 689], Speed: 146.096 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 699], Speed: 156.119 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 709], Speed: 158.136 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 719], Speed: 166.960 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 729], Speed: 146.316 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 739], Speed: 158.814 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 749], Speed: 155.516 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.814 [Epoch 68][Batch 759], Speed: 157.829 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 769], Speed: 162.331 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 779], Speed: 164.618 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 789], Speed: 161.676 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 799], Speed: 146.368 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 809], Speed: 144.213 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 819], Speed: 168.436 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 829], Speed: 160.186 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 839], Speed: 165.757 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 849], Speed: 152.825 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 859], Speed: 157.024 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 869], Speed: 155.461 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 879], Speed: 162.960 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 889], Speed: 152.234 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 899], Speed: 166.886 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 909], Speed: 151.071 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 919], Speed: 162.132 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 929], Speed: 147.682 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 939], Speed: 169.215 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 949], Speed: 158.685 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.813 [Epoch 68][Batch 959], Speed: 174.694 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 969], Speed: 151.554 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 979], Speed: 164.095 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 989], Speed: 158.749 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 999], Speed: 172.009 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1009], Speed: 156.463 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1019], Speed: 158.677 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1029], Speed: 165.094 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1039], Speed: 169.675 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1049], Speed: 142.510 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1059], Speed: 169.122 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1069], Speed: 168.283 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1079], Speed: 159.105 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1089], Speed: 169.540 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1099], Speed: 169.424 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1109], Speed: 166.422 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1119], Speed: 145.175 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1129], Speed: 161.597 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1139], Speed: 152.789 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1149], Speed: 157.392 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.812 [Epoch 68][Batch 1159], Speed: 159.609 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 68][Batch 1169], Speed: 168.028 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 68][Batch 1179], Speed: 157.437 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 68][Batch 1189], Speed: 161.254 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 68][Batch 1199], Speed: 178.782 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 68][Batch 1209], Speed: 163.312 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 68][Batch 1219], Speed: 159.364 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 68] Training cost: 755.066, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 69][Batch 9], Speed: 155.354 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 69][Batch 19], Speed: 148.104 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 69][Batch 29], Speed: 147.822 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.225, HeatmapFocal=1.811 [Epoch 69][Batch 39], Speed: 152.928 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 69][Batch 49], Speed: 165.409 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 69][Batch 59], Speed: 165.075 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 69][Batch 69], Speed: 158.484 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 69][Batch 79], Speed: 151.834 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.811 [Epoch 69][Batch 89], Speed: 150.249 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.811 [Epoch 69][Batch 99], Speed: 166.027 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.811 [Epoch 69][Batch 109], Speed: 159.422 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.811 [Epoch 69][Batch 119], Speed: 161.374 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.811 [Epoch 69][Batch 129], Speed: 145.989 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 139], Speed: 142.324 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.810 [Epoch 69][Batch 149], Speed: 159.222 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.810 [Epoch 69][Batch 159], Speed: 157.587 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.810 [Epoch 69][Batch 169], Speed: 166.101 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 179], Speed: 152.549 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 189], Speed: 149.235 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 199], Speed: 162.860 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 209], Speed: 160.795 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 219], Speed: 159.628 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 229], Speed: 162.925 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 239], Speed: 172.201 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 249], Speed: 160.634 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 259], Speed: 160.619 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 269], Speed: 152.952 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 279], Speed: 170.384 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 289], Speed: 166.305 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 299], Speed: 164.030 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 309], Speed: 149.303 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 319], Speed: 157.279 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.810 [Epoch 69][Batch 329], Speed: 142.630 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 339], Speed: 161.465 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 349], Speed: 157.941 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 359], Speed: 170.580 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 369], Speed: 157.045 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 379], Speed: 154.870 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 389], Speed: 157.228 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 399], Speed: 154.501 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 409], Speed: 159.245 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 419], Speed: 155.111 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 429], Speed: 151.123 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 439], Speed: 159.188 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 449], Speed: 164.953 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 459], Speed: 168.784 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 469], Speed: 168.011 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 479], Speed: 167.470 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 489], Speed: 140.297 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 499], Speed: 154.052 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 509], Speed: 145.330 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 519], Speed: 170.784 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.809 [Epoch 69][Batch 529], Speed: 168.138 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 539], Speed: 160.239 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 549], Speed: 159.822 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 559], Speed: 153.114 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 569], Speed: 153.272 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 579], Speed: 172.786 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 589], Speed: 171.227 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 599], Speed: 168.921 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 609], Speed: 155.929 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 619], Speed: 155.041 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 629], Speed: 153.950 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 639], Speed: 164.654 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 649], Speed: 165.504 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 659], Speed: 169.288 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 669], Speed: 152.601 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 679], Speed: 153.277 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 689], Speed: 152.566 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 699], Speed: 149.342 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 709], Speed: 160.496 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 719], Speed: 147.058 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 729], Speed: 161.909 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.808 [Epoch 69][Batch 739], Speed: 160.061 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 749], Speed: 152.868 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 759], Speed: 146.772 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 769], Speed: 153.469 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 779], Speed: 152.262 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 789], Speed: 154.854 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 799], Speed: 165.227 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 809], Speed: 165.747 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 819], Speed: 168.311 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 829], Speed: 166.532 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 839], Speed: 162.435 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 849], Speed: 150.972 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 859], Speed: 150.944 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 869], Speed: 157.204 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 879], Speed: 157.747 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 889], Speed: 156.650 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 899], Speed: 149.945 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 909], Speed: 155.181 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 919], Speed: 157.731 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 929], Speed: 168.952 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 939], Speed: 156.280 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.807 [Epoch 69][Batch 949], Speed: 29.746 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 959], Speed: 156.133 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 969], Speed: 151.301 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 979], Speed: 156.950 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 989], Speed: 166.893 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 999], Speed: 142.222 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1009], Speed: 169.305 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1019], Speed: 150.795 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1029], Speed: 151.626 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1039], Speed: 160.796 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1049], Speed: 170.545 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1059], Speed: 143.128 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1069], Speed: 163.707 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1079], Speed: 156.786 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1089], Speed: 145.213 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1099], Speed: 150.613 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1109], Speed: 180.550 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1119], Speed: 154.149 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1129], Speed: 156.231 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1139], Speed: 161.798 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1149], Speed: 166.123 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.806 [Epoch 69][Batch 1159], Speed: 162.499 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 69][Batch 1169], Speed: 161.829 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 69][Batch 1179], Speed: 167.790 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 69][Batch 1189], Speed: 166.407 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 69][Batch 1199], Speed: 163.434 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 69][Batch 1209], Speed: 155.172 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 69][Batch 1219], Speed: 150.835 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 69] Training cost: 794.736, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 9], Speed: 151.058 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 19], Speed: 160.355 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 29], Speed: 145.047 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 39], Speed: 151.619 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 49], Speed: 154.965 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 59], Speed: 162.296 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 69], Speed: 141.924 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 79], Speed: 158.995 samples/sec, LR=0.000375, WHL1=0.254, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 89], Speed: 153.610 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 99], Speed: 160.565 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 109], Speed: 171.420 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 119], Speed: 165.996 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 129], Speed: 158.580 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.805 [Epoch 70][Batch 139], Speed: 142.100 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 70][Batch 149], Speed: 147.095 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 70][Batch 159], Speed: 150.812 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 70][Batch 169], Speed: 158.710 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 70][Batch 179], Speed: 171.546 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 70][Batch 189], Speed: 157.177 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 70][Batch 199], Speed: 151.471 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 70][Batch 209], Speed: 160.129 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 70][Batch 219], Speed: 156.795 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 70][Batch 229], Speed: 156.064 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 70][Batch 239], Speed: 178.543 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 70][Batch 249], Speed: 138.520 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 70][Batch 259], Speed: 149.977 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 70][Batch 269], Speed: 151.033 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 70][Batch 279], Speed: 166.205 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 70][Batch 289], Speed: 168.981 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.804 [Epoch 70][Batch 299], Speed: 164.334 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 70][Batch 309], Speed: 165.365 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 70][Batch 319], Speed: 156.234 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 70][Batch 329], Speed: 143.988 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.804 [Epoch 70][Batch 339], Speed: 169.054 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 349], Speed: 168.682 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 359], Speed: 173.385 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 369], Speed: 157.347 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 379], Speed: 152.530 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 389], Speed: 160.430 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 399], Speed: 155.846 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 409], Speed: 166.207 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 419], Speed: 171.953 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 429], Speed: 151.891 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 439], Speed: 149.072 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 449], Speed: 160.684 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 459], Speed: 166.485 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 469], Speed: 158.183 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 479], Speed: 163.589 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 489], Speed: 152.192 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 499], Speed: 159.032 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 509], Speed: 155.154 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 519], Speed: 160.530 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 529], Speed: 173.643 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.803 [Epoch 70][Batch 539], Speed: 177.375 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 549], Speed: 161.348 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 559], Speed: 153.134 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 569], Speed: 143.844 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 579], Speed: 167.605 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 589], Speed: 167.719 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 599], Speed: 168.987 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 609], Speed: 149.098 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 619], Speed: 156.366 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 629], Speed: 150.808 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 639], Speed: 169.519 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 649], Speed: 171.409 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 659], Speed: 174.997 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.223, HeatmapFocal=1.802 [Epoch 70][Batch 669], Speed: 158.602 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.802 [Epoch 70][Batch 679], Speed: 146.252 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.802 [Epoch 70][Batch 689], Speed: 154.621 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.802 [Epoch 70][Batch 699], Speed: 157.718 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.802 [Epoch 70][Batch 709], Speed: 166.624 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.802 [Epoch 70][Batch 719], Speed: 176.418 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.802 [Epoch 70][Batch 729], Speed: 154.007 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.802 [Epoch 70][Batch 739], Speed: 147.192 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.802 [Epoch 70][Batch 749], Speed: 157.313 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 759], Speed: 164.241 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 769], Speed: 155.831 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 779], Speed: 168.629 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 789], Speed: 153.344 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 799], Speed: 154.203 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 809], Speed: 156.426 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 819], Speed: 169.618 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 829], Speed: 164.681 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 839], Speed: 172.534 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 849], Speed: 149.601 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 859], Speed: 163.630 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 869], Speed: 154.677 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 879], Speed: 150.350 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 889], Speed: 162.678 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 899], Speed: 167.470 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 909], Speed: 151.148 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 919], Speed: 160.981 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 929], Speed: 151.427 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 939], Speed: 161.922 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 949], Speed: 162.944 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 959], Speed: 173.946 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.801 [Epoch 70][Batch 969], Speed: 161.037 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 979], Speed: 155.054 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 989], Speed: 140.491 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 999], Speed: 162.534 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1009], Speed: 170.507 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1019], Speed: 173.549 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1029], Speed: 155.822 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1039], Speed: 144.566 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1049], Speed: 159.688 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1059], Speed: 165.513 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1069], Speed: 164.094 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1079], Speed: 174.432 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1089], Speed: 148.832 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1099], Speed: 150.444 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1109], Speed: 160.340 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1119], Speed: 170.778 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1129], Speed: 160.117 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1139], Speed: 181.722 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1149], Speed: 176.076 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1159], Speed: 153.855 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1169], Speed: 156.340 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.800 [Epoch 70][Batch 1179], Speed: 162.319 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 70][Batch 1189], Speed: 171.832 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 70][Batch 1199], Speed: 178.654 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 70][Batch 1209], Speed: 153.925 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 70][Batch 1219], Speed: 164.024 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 70] Training cost: 756.532, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 70] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.291 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.472 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.302 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.103 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.324 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.263 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.399 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.409 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.155 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.450 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.633 person=40.7 bicycle=18.9 car=25.7 motorcycle=30.0 airplane=52.6 bus=54.8 train=48.6 truck=24.1 boat=13.8 traffic light=14.2 fire hydrant=56.1 stop sign=49.2 parking meter=36.3 bench=15.9 bird=23.6 cat=57.6 dog=52.9 horse=46.5 sheep=39.3 cow=39.1 elephant=52.6 bear=58.4 zebra=57.9 giraffe=58.9 backpack=6.7 umbrella=28.6 handbag=7.0 tie=18.9 suitcase=22.8 frisbee=42.7 skis=14.3 snowboard=18.3 sports ball=23.9 kite=25.5 baseball bat=14.7 baseball glove=24.4 skateboard=39.6 surfboard=22.9 tennis racket=33.8 bottle=21.9 wine glass=21.6 cup=26.1 fork=15.8 knife=6.7 spoon=5.5 bowl=27.2 banana=14.9 apple=13.9 sandwich=27.5 orange=24.7 broccoli=16.1 carrot=13.6 hot dog=23.7 pizza=35.8 donut=33.2 cake=22.7 chair=18.2 couch=32.3 potted plant=17.5 bed=30.4 dining table=17.9 toilet=55.1 tv=45.1 laptop=47.3 mouse=42.8 remote=14.7 keyboard=38.7 cell phone=19.6 microwave=42.6 oven=26.5 toaster=18.4 sink=29.5 refrigerator=41.4 book=4.0 clock=35.8 vase=26.6 scissors=14.4 teddy bear=32.1 hair drier=0.1 toothbrush=14.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =29.1 [Epoch 71][Batch 9], Speed: 176.248 samples/sec, LR=0.000375, WHL1=0.259, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 19], Speed: 161.978 samples/sec, LR=0.000375, WHL1=0.255, CenterRegL1=0.223, HeatmapFocal=1.799 [Epoch 71][Batch 29], Speed: 141.408 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 39], Speed: 142.231 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 49], Speed: 150.505 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 59], Speed: 153.032 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 69], Speed: 161.063 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 79], Speed: 171.495 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 89], Speed: 146.106 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 99], Speed: 144.494 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 109], Speed: 153.196 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 119], Speed: 154.867 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 129], Speed: 172.958 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 139], Speed: 175.678 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 149], Speed: 167.940 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 159], Speed: 160.712 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.799 [Epoch 71][Batch 169], Speed: 160.316 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 179], Speed: 158.158 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 189], Speed: 161.515 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 199], Speed: 166.806 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 209], Speed: 154.901 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 219], Speed: 149.188 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 229], Speed: 160.399 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 239], Speed: 163.191 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 249], Speed: 160.608 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 259], Speed: 170.284 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 269], Speed: 140.018 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 279], Speed: 158.918 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 289], Speed: 122.941 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 299], Speed: 164.221 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 309], Speed: 163.584 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 319], Speed: 163.322 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 329], Speed: 156.869 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 339], Speed: 160.308 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 349], Speed: 153.550 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 359], Speed: 162.880 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 369], Speed: 168.824 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.798 [Epoch 71][Batch 379], Speed: 156.370 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 389], Speed: 151.513 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 399], Speed: 159.219 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 409], Speed: 131.347 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 419], Speed: 156.944 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 429], Speed: 163.659 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 439], Speed: 166.212 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 449], Speed: 158.975 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 459], Speed: 140.804 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 469], Speed: 163.714 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 479], Speed: 168.981 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 489], Speed: 150.912 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 499], Speed: 164.589 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 509], Speed: 159.392 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 519], Speed: 154.767 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 529], Speed: 130.260 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 539], Speed: 155.592 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 549], Speed: 165.891 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 559], Speed: 163.543 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 569], Speed: 147.501 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 579], Speed: 152.188 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.797 [Epoch 71][Batch 589], Speed: 162.313 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 599], Speed: 153.552 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 609], Speed: 164.488 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 619], Speed: 156.059 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 629], Speed: 158.117 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 639], Speed: 128.892 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 649], Speed: 149.815 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 659], Speed: 160.535 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 669], Speed: 161.214 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 679], Speed: 167.668 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 689], Speed: 154.996 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 699], Speed: 158.942 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 709], Speed: 160.648 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 719], Speed: 163.691 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 729], Speed: 166.040 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 739], Speed: 160.085 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 749], Speed: 164.957 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 759], Speed: 154.451 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 769], Speed: 145.700 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 779], Speed: 162.547 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 789], Speed: 165.234 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 799], Speed: 169.454 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.796 [Epoch 71][Batch 809], Speed: 154.590 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 819], Speed: 160.827 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 829], Speed: 153.729 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 839], Speed: 145.077 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 849], Speed: 161.527 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 859], Speed: 167.048 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 869], Speed: 143.146 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 879], Speed: 155.383 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 889], Speed: 156.337 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 899], Speed: 162.489 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 909], Speed: 167.535 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 919], Speed: 160.783 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 929], Speed: 162.786 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 939], Speed: 152.752 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 949], Speed: 155.468 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 959], Speed: 167.369 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 969], Speed: 161.674 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 979], Speed: 158.878 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 989], Speed: 158.556 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 999], Speed: 142.490 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 1009], Speed: 157.087 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 1019], Speed: 157.359 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.795 [Epoch 71][Batch 1029], Speed: 153.201 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1039], Speed: 161.073 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1049], Speed: 145.810 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1059], Speed: 131.729 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1069], Speed: 151.885 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1079], Speed: 161.925 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1089], Speed: 161.282 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1099], Speed: 156.595 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1109], Speed: 171.631 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1119], Speed: 150.434 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1129], Speed: 146.258 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1139], Speed: 163.759 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1149], Speed: 160.106 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1159], Speed: 164.349 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1169], Speed: 163.421 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1179], Speed: 159.333 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1189], Speed: 159.602 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1199], Speed: 152.028 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1209], Speed: 156.148 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71][Batch 1219], Speed: 162.022 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 71] Training cost: 758.809, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.794 [Epoch 72][Batch 9], Speed: 165.697 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.222, HeatmapFocal=1.794 [Epoch 72][Batch 19], Speed: 162.713 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.794 [Epoch 72][Batch 29], Speed: 167.077 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.793 [Epoch 72][Batch 39], Speed: 135.793 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.793 [Epoch 72][Batch 49], Speed: 171.955 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.793 [Epoch 72][Batch 59], Speed: 169.202 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.793 [Epoch 72][Batch 69], Speed: 165.914 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 79], Speed: 167.891 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 89], Speed: 160.374 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.793 [Epoch 72][Batch 99], Speed: 160.845 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.793 [Epoch 72][Batch 109], Speed: 150.071 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.793 [Epoch 72][Batch 119], Speed: 157.099 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 129], Speed: 169.707 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 139], Speed: 171.357 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 149], Speed: 163.260 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 159], Speed: 165.570 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 169], Speed: 154.273 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 179], Speed: 151.760 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 189], Speed: 168.620 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 199], Speed: 166.260 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 209], Speed: 139.286 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 219], Speed: 162.240 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 229], Speed: 140.129 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.793 [Epoch 72][Batch 239], Speed: 157.271 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 249], Speed: 161.914 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 259], Speed: 156.513 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 269], Speed: 149.446 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 279], Speed: 152.617 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 289], Speed: 160.282 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 299], Speed: 155.624 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 309], Speed: 156.521 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 319], Speed: 158.388 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 329], Speed: 156.331 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 339], Speed: 154.496 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 349], Speed: 168.404 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 359], Speed: 159.950 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 369], Speed: 164.369 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 379], Speed: 170.540 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 389], Speed: 162.641 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 399], Speed: 158.046 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 409], Speed: 165.728 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 419], Speed: 161.572 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 429], Speed: 148.165 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 439], Speed: 157.435 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.792 [Epoch 72][Batch 449], Speed: 147.120 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 459], Speed: 165.235 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 469], Speed: 165.402 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 479], Speed: 156.592 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 489], Speed: 170.140 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 499], Speed: 163.877 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 509], Speed: 149.976 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 519], Speed: 143.632 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 529], Speed: 156.353 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 539], Speed: 160.977 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 549], Speed: 155.822 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 559], Speed: 165.764 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 569], Speed: 164.310 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 579], Speed: 146.142 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 589], Speed: 168.264 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 599], Speed: 163.057 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 609], Speed: 168.394 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 619], Speed: 158.689 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 629], Speed: 140.706 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 639], Speed: 139.288 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 649], Speed: 153.241 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 659], Speed: 163.960 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.791 [Epoch 72][Batch 669], Speed: 163.279 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 679], Speed: 166.150 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 689], Speed: 163.980 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 699], Speed: 151.841 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 709], Speed: 162.979 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 719], Speed: 158.452 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 729], Speed: 168.316 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 739], Speed: 150.809 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 749], Speed: 167.233 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 759], Speed: 158.431 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 769], Speed: 146.972 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 779], Speed: 161.864 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 789], Speed: 155.258 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 799], Speed: 156.741 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 809], Speed: 162.867 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 819], Speed: 146.500 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 829], Speed: 155.331 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 839], Speed: 149.463 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 849], Speed: 163.613 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 859], Speed: 166.074 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 869], Speed: 162.282 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 879], Speed: 142.486 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.790 [Epoch 72][Batch 889], Speed: 149.511 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 899], Speed: 151.217 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 909], Speed: 162.851 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 919], Speed: 166.975 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 929], Speed: 160.956 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 939], Speed: 146.087 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 949], Speed: 166.289 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 959], Speed: 158.513 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 969], Speed: 162.377 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 979], Speed: 170.720 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 989], Speed: 163.783 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 999], Speed: 148.170 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1009], Speed: 157.537 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1019], Speed: 146.194 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1029], Speed: 156.793 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1039], Speed: 160.796 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1049], Speed: 165.753 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1059], Speed: 152.079 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1069], Speed: 162.305 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1079], Speed: 157.296 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1089], Speed: 165.074 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1099], Speed: 169.910 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1109], Speed: 158.840 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.789 [Epoch 72][Batch 1119], Speed: 173.842 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72][Batch 1129], Speed: 160.891 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72][Batch 1139], Speed: 160.818 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72][Batch 1149], Speed: 164.763 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72][Batch 1159], Speed: 150.333 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72][Batch 1169], Speed: 163.604 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72][Batch 1179], Speed: 179.127 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72][Batch 1189], Speed: 174.250 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72][Batch 1199], Speed: 171.184 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72][Batch 1209], Speed: 154.443 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72][Batch 1219], Speed: 158.988 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 72] Training cost: 758.910, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 73][Batch 9], Speed: 170.103 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.788 [Epoch 73][Batch 19], Speed: 168.443 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.788 [Epoch 73][Batch 29], Speed: 171.681 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.788 [Epoch 73][Batch 39], Speed: 160.250 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.788 [Epoch 73][Batch 49], Speed: 149.748 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.788 [Epoch 73][Batch 59], Speed: 145.754 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.788 [Epoch 73][Batch 69], Speed: 167.215 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.788 [Epoch 73][Batch 79], Speed: 162.731 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.788 [Epoch 73][Batch 89], Speed: 171.574 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 73][Batch 99], Speed: 157.177 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 73][Batch 109], Speed: 158.775 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.788 [Epoch 73][Batch 119], Speed: 155.917 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 129], Speed: 158.176 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 139], Speed: 158.308 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 149], Speed: 167.551 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 159], Speed: 151.199 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 169], Speed: 155.882 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 179], Speed: 159.699 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 189], Speed: 160.775 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 199], Speed: 165.019 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 209], Speed: 164.728 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 219], Speed: 162.982 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 229], Speed: 155.776 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 239], Speed: 157.209 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 249], Speed: 156.144 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 259], Speed: 162.626 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 269], Speed: 165.192 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 279], Speed: 158.579 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.787 [Epoch 73][Batch 289], Speed: 151.058 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 73][Batch 299], Speed: 166.666 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 73][Batch 309], Speed: 166.390 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 73][Batch 319], Speed: 164.909 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.787 [Epoch 73][Batch 329], Speed: 152.373 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 339], Speed: 157.708 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 349], Speed: 163.602 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 359], Speed: 158.664 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 369], Speed: 161.512 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 379], Speed: 167.582 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 389], Speed: 162.508 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 73][Batch 399], Speed: 153.822 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 73][Batch 409], Speed: 165.009 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 73][Batch 419], Speed: 134.680 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 429], Speed: 160.119 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 439], Speed: 152.697 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 73][Batch 449], Speed: 160.356 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 73][Batch 459], Speed: 159.491 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 73][Batch 469], Speed: 153.935 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 73][Batch 479], Speed: 143.796 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 73][Batch 489], Speed: 161.857 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 73][Batch 499], Speed: 159.094 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.786 [Epoch 73][Batch 509], Speed: 150.980 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 519], Speed: 164.176 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 529], Speed: 164.372 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 539], Speed: 166.131 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.786 [Epoch 73][Batch 549], Speed: 148.863 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 559], Speed: 161.982 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 569], Speed: 145.923 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 579], Speed: 164.030 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 589], Speed: 164.555 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 599], Speed: 157.898 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 609], Speed: 161.685 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 619], Speed: 151.844 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 629], Speed: 122.866 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 639], Speed: 156.063 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 649], Speed: 155.516 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 659], Speed: 159.871 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 669], Speed: 158.750 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 679], Speed: 140.485 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 689], Speed: 150.066 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 699], Speed: 162.361 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 709], Speed: 158.251 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 73][Batch 719], Speed: 172.937 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.785 [Epoch 73][Batch 729], Speed: 147.089 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 739], Speed: 159.163 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 749], Speed: 155.677 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 759], Speed: 155.205 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 769], Speed: 162.141 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.785 [Epoch 73][Batch 779], Speed: 166.339 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 789], Speed: 148.560 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 799], Speed: 156.954 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 809], Speed: 143.994 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 819], Speed: 167.353 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 829], Speed: 169.907 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 839], Speed: 168.232 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 849], Speed: 154.169 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 859], Speed: 153.019 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 869], Speed: 161.676 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 879], Speed: 163.387 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 889], Speed: 163.540 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 899], Speed: 162.248 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 909], Speed: 145.342 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 919], Speed: 160.936 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 929], Speed: 144.990 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 939], Speed: 152.436 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 949], Speed: 175.561 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 959], Speed: 175.975 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 969], Speed: 156.204 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 979], Speed: 159.660 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 989], Speed: 153.585 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 999], Speed: 163.488 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.784 [Epoch 73][Batch 1009], Speed: 163.166 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1019], Speed: 164.823 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1029], Speed: 162.272 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1039], Speed: 152.069 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1049], Speed: 165.559 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1059], Speed: 157.175 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1069], Speed: 159.396 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1079], Speed: 175.242 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1089], Speed: 157.576 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1099], Speed: 162.859 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1109], Speed: 163.306 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1119], Speed: 159.993 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1129], Speed: 153.352 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1139], Speed: 170.817 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1149], Speed: 162.433 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1159], Speed: 177.987 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1169], Speed: 158.161 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1179], Speed: 153.186 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1189], Speed: 168.568 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1199], Speed: 165.801 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1209], Speed: 156.052 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73][Batch 1219], Speed: 162.289 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 73] Training cost: 754.660, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.783 [Epoch 74][Batch 9], Speed: 156.961 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.221, HeatmapFocal=1.782 [Epoch 74][Batch 19], Speed: 169.714 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.221, HeatmapFocal=1.782 [Epoch 74][Batch 29], Speed: 164.033 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 39], Speed: 160.130 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 49], Speed: 171.549 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 59], Speed: 176.629 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.782 [Epoch 74][Batch 69], Speed: 162.327 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.782 [Epoch 74][Batch 79], Speed: 153.264 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 89], Speed: 149.979 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 99], Speed: 162.631 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.782 [Epoch 74][Batch 109], Speed: 166.241 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.782 [Epoch 74][Batch 119], Speed: 167.626 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 129], Speed: 154.815 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.782 [Epoch 74][Batch 139], Speed: 155.316 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 149], Speed: 151.228 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 159], Speed: 159.544 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 169], Speed: 163.590 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 179], Speed: 174.483 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 189], Speed: 150.749 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 199], Speed: 152.016 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 209], Speed: 148.012 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 219], Speed: 159.361 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.782 [Epoch 74][Batch 229], Speed: 163.081 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 239], Speed: 174.446 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 249], Speed: 155.761 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 259], Speed: 153.315 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 269], Speed: 157.405 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.781 [Epoch 74][Batch 279], Speed: 173.199 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.781 [Epoch 74][Batch 289], Speed: 168.322 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 299], Speed: 172.769 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 309], Speed: 156.072 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 319], Speed: 139.417 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 329], Speed: 157.720 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 339], Speed: 173.281 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 349], Speed: 173.003 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 359], Speed: 163.093 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 369], Speed: 159.921 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.781 [Epoch 74][Batch 379], Speed: 160.976 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.781 [Epoch 74][Batch 389], Speed: 159.281 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.781 [Epoch 74][Batch 399], Speed: 168.363 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.781 [Epoch 74][Batch 409], Speed: 170.461 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.781 [Epoch 74][Batch 419], Speed: 176.076 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.781 [Epoch 74][Batch 429], Speed: 159.619 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.781 [Epoch 74][Batch 439], Speed: 139.887 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.781 [Epoch 74][Batch 449], Speed: 151.406 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.781 [Epoch 74][Batch 459], Speed: 174.199 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 469], Speed: 171.003 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 479], Speed: 172.355 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 74][Batch 489], Speed: 163.917 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 499], Speed: 161.870 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 509], Speed: 158.925 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 519], Speed: 169.035 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 529], Speed: 169.814 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 539], Speed: 172.357 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 549], Speed: 154.486 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 74][Batch 559], Speed: 155.566 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 74][Batch 569], Speed: 145.974 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 74][Batch 579], Speed: 150.352 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 589], Speed: 173.566 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 599], Speed: 164.614 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 609], Speed: 145.483 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 619], Speed: 154.990 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 629], Speed: 157.848 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 639], Speed: 165.963 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 649], Speed: 173.441 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 74][Batch 659], Speed: 176.215 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.780 [Epoch 74][Batch 669], Speed: 157.187 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.780 [Epoch 74][Batch 679], Speed: 158.027 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 689], Speed: 146.939 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 699], Speed: 166.676 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 709], Speed: 166.538 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 719], Speed: 176.885 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 729], Speed: 156.039 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 739], Speed: 144.465 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 749], Speed: 147.563 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 759], Speed: 169.409 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 769], Speed: 164.954 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 779], Speed: 172.199 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 789], Speed: 150.458 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 799], Speed: 158.600 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 809], Speed: 153.532 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 819], Speed: 173.859 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 829], Speed: 157.697 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 839], Speed: 172.876 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 849], Speed: 151.337 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 859], Speed: 146.950 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 869], Speed: 159.641 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 879], Speed: 171.292 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 889], Speed: 172.265 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 899], Speed: 145.038 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 909], Speed: 157.723 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.779 [Epoch 74][Batch 919], Speed: 147.170 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 929], Speed: 156.020 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 939], Speed: 171.291 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 949], Speed: 173.157 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 959], Speed: 172.960 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 969], Speed: 166.791 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 979], Speed: 158.535 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 989], Speed: 147.088 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 999], Speed: 151.152 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1009], Speed: 166.465 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1019], Speed: 176.399 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1029], Speed: 156.140 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1039], Speed: 159.073 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1049], Speed: 151.636 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1059], Speed: 160.562 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1069], Speed: 175.477 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1079], Speed: 181.228 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1089], Speed: 151.312 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1099], Speed: 154.202 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1109], Speed: 151.118 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1119], Speed: 169.056 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1129], Speed: 155.291 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1139], Speed: 153.246 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.778 [Epoch 74][Batch 1149], Speed: 162.438 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 74][Batch 1159], Speed: 181.412 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 74][Batch 1169], Speed: 170.465 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 74][Batch 1179], Speed: 158.781 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 74][Batch 1189], Speed: 173.296 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 74][Batch 1199], Speed: 165.035 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 74][Batch 1209], Speed: 148.356 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 74][Batch 1219], Speed: 180.891 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 74] Training cost: 747.799, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 75][Batch 9], Speed: 158.620 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 19], Speed: 162.341 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 29], Speed: 156.451 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 75][Batch 39], Speed: 171.548 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 49], Speed: 168.523 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 75][Batch 59], Speed: 156.663 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.777 [Epoch 75][Batch 69], Speed: 151.519 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 79], Speed: 155.555 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 89], Speed: 149.682 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 99], Speed: 175.337 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 109], Speed: 171.810 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 119], Speed: 174.962 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 129], Speed: 155.202 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 139], Speed: 163.980 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 149], Speed: 161.936 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.777 [Epoch 75][Batch 159], Speed: 165.313 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 169], Speed: 165.201 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 179], Speed: 179.828 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 189], Speed: 162.256 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 199], Speed: 150.860 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 209], Speed: 157.956 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 219], Speed: 168.010 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 229], Speed: 173.039 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 239], Speed: 172.806 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 249], Speed: 154.891 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 259], Speed: 169.196 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 269], Speed: 151.292 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 279], Speed: 163.948 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.776 [Epoch 75][Batch 289], Speed: 165.341 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.776 [Epoch 75][Batch 299], Speed: 171.055 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.776 [Epoch 75][Batch 309], Speed: 156.798 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.776 [Epoch 75][Batch 319], Speed: 153.081 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.776 [Epoch 75][Batch 329], Speed: 158.111 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.776 [Epoch 75][Batch 339], Speed: 167.858 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.776 [Epoch 75][Batch 349], Speed: 172.467 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.776 [Epoch 75][Batch 359], Speed: 174.413 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.776 [Epoch 75][Batch 369], Speed: 162.579 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.776 [Epoch 75][Batch 379], Speed: 168.910 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.776 [Epoch 75][Batch 389], Speed: 165.011 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 399], Speed: 165.603 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 409], Speed: 164.778 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 419], Speed: 170.141 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 429], Speed: 154.119 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 439], Speed: 161.068 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 449], Speed: 146.280 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 459], Speed: 166.801 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 469], Speed: 150.438 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 479], Speed: 150.537 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 489], Speed: 154.853 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 499], Speed: 161.684 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 509], Speed: 150.122 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 519], Speed: 164.933 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 529], Speed: 168.232 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 539], Speed: 174.904 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 549], Speed: 159.992 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 559], Speed: 156.135 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 569], Speed: 155.434 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 579], Speed: 167.325 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 589], Speed: 161.557 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 599], Speed: 171.779 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 609], Speed: 152.672 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.775 [Epoch 75][Batch 619], Speed: 155.236 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 629], Speed: 141.280 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 639], Speed: 163.707 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 649], Speed: 159.313 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 659], Speed: 168.552 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 669], Speed: 147.242 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 679], Speed: 151.007 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 689], Speed: 156.278 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 699], Speed: 160.734 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 709], Speed: 158.220 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 719], Speed: 167.249 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 729], Speed: 147.045 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 739], Speed: 150.828 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 749], Speed: 165.946 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 759], Speed: 165.813 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 769], Speed: 155.777 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 779], Speed: 177.194 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 789], Speed: 146.899 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 799], Speed: 156.007 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 809], Speed: 149.427 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 819], Speed: 155.230 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 829], Speed: 158.650 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 839], Speed: 159.596 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.774 [Epoch 75][Batch 849], Speed: 162.064 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 859], Speed: 169.145 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 869], Speed: 162.049 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 879], Speed: 158.146 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 889], Speed: 159.497 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 899], Speed: 166.413 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 909], Speed: 157.438 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 919], Speed: 167.609 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 929], Speed: 147.007 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 939], Speed: 162.194 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 949], Speed: 171.828 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 959], Speed: 163.605 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 969], Speed: 155.526 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 979], Speed: 157.141 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 989], Speed: 145.400 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 999], Speed: 150.611 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 1009], Speed: 163.395 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 1019], Speed: 156.966 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 1029], Speed: 152.867 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 1039], Speed: 167.992 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 1049], Speed: 157.855 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 1059], Speed: 161.898 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 1069], Speed: 163.052 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 1079], Speed: 167.102 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.773 [Epoch 75][Batch 1089], Speed: 154.059 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1099], Speed: 165.307 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1109], Speed: 152.690 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1119], Speed: 155.010 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1129], Speed: 163.546 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1139], Speed: 163.600 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1149], Speed: 169.012 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1159], Speed: 177.316 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1169], Speed: 154.346 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1179], Speed: 168.026 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1189], Speed: 147.694 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1199], Speed: 166.902 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1209], Speed: 156.374 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75][Batch 1219], Speed: 174.367 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 75] Training cost: 754.563, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 76][Batch 9], Speed: 150.382 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.228, HeatmapFocal=1.772 [Epoch 76][Batch 19], Speed: 148.692 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.225, HeatmapFocal=1.772 [Epoch 76][Batch 29], Speed: 161.247 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 76][Batch 39], Speed: 170.294 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 76][Batch 49], Speed: 173.467 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.772 [Epoch 76][Batch 59], Speed: 167.370 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 76][Batch 69], Speed: 160.958 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 76][Batch 79], Speed: 158.966 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 76][Batch 89], Speed: 145.109 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 76][Batch 99], Speed: 146.633 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.772 [Epoch 76][Batch 109], Speed: 173.687 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 76][Batch 119], Speed: 171.989 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 76][Batch 129], Speed: 154.919 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 76][Batch 139], Speed: 140.414 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 76][Batch 149], Speed: 149.235 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 159], Speed: 165.842 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 169], Speed: 169.941 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 179], Speed: 168.351 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 189], Speed: 157.841 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 199], Speed: 158.989 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 209], Speed: 155.283 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 219], Speed: 169.016 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 229], Speed: 169.207 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 239], Speed: 174.499 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 249], Speed: 157.304 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 259], Speed: 151.542 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 269], Speed: 148.651 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 279], Speed: 161.520 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 289], Speed: 159.525 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 299], Speed: 159.345 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.771 [Epoch 76][Batch 309], Speed: 153.544 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 76][Batch 319], Speed: 147.549 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.771 [Epoch 76][Batch 329], Speed: 160.229 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 339], Speed: 151.113 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 349], Speed: 162.597 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 359], Speed: 177.587 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 369], Speed: 157.010 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 379], Speed: 137.857 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 389], Speed: 149.296 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 399], Speed: 146.622 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 409], Speed: 169.860 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 419], Speed: 174.191 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 429], Speed: 152.445 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 439], Speed: 152.816 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 449], Speed: 161.394 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 459], Speed: 156.978 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 469], Speed: 157.321 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 479], Speed: 175.364 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 489], Speed: 156.071 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 499], Speed: 144.773 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 509], Speed: 147.176 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 519], Speed: 164.077 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 529], Speed: 172.236 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 539], Speed: 171.123 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 549], Speed: 153.122 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.770 [Epoch 76][Batch 559], Speed: 144.034 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 569], Speed: 152.996 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 579], Speed: 172.404 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 589], Speed: 173.891 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 599], Speed: 176.214 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 609], Speed: 161.437 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 619], Speed: 145.592 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 629], Speed: 170.183 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 639], Speed: 177.166 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 649], Speed: 160.713 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 659], Speed: 172.102 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 669], Speed: 164.000 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 679], Speed: 152.515 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 689], Speed: 166.899 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 699], Speed: 166.968 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 709], Speed: 165.835 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 719], Speed: 177.915 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 729], Speed: 160.448 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 739], Speed: 154.855 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.769 [Epoch 76][Batch 749], Speed: 153.997 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.769 [Epoch 76][Batch 759], Speed: 164.960 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 769], Speed: 171.261 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.769 [Epoch 76][Batch 779], Speed: 172.009 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.769 [Epoch 76][Batch 789], Speed: 152.350 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 799], Speed: 142.085 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.769 [Epoch 76][Batch 809], Speed: 143.938 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 76][Batch 819], Speed: 160.549 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 76][Batch 829], Speed: 160.562 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 76][Batch 839], Speed: 166.885 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.768 [Epoch 76][Batch 849], Speed: 161.091 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 859], Speed: 149.202 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 869], Speed: 145.861 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 879], Speed: 169.569 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 889], Speed: 167.300 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 899], Speed: 173.816 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 909], Speed: 152.985 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 919], Speed: 153.035 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 929], Speed: 148.850 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 939], Speed: 163.673 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 949], Speed: 169.732 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 959], Speed: 159.385 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 969], Speed: 162.786 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 979], Speed: 157.409 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 989], Speed: 148.442 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 999], Speed: 165.623 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 1009], Speed: 167.970 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 1019], Speed: 167.089 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 1029], Speed: 153.687 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 1039], Speed: 153.905 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.768 [Epoch 76][Batch 1049], Speed: 155.694 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1059], Speed: 163.346 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1069], Speed: 162.626 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1079], Speed: 160.586 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1089], Speed: 150.794 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1099], Speed: 159.329 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1109], Speed: 168.812 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1119], Speed: 171.246 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1129], Speed: 152.547 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1139], Speed: 158.027 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1149], Speed: 175.190 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1159], Speed: 158.557 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1169], Speed: 161.438 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1179], Speed: 159.378 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1189], Speed: 163.182 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1199], Speed: 156.772 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1209], Speed: 156.190 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76][Batch 1219], Speed: 163.997 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 76] Training cost: 754.028, WHL1=0.249, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 77][Batch 9], Speed: 148.988 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 77][Batch 19], Speed: 154.527 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 77][Batch 29], Speed: 157.152 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 77][Batch 39], Speed: 165.450 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 77][Batch 49], Speed: 168.142 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 77][Batch 59], Speed: 168.682 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.767 [Epoch 77][Batch 69], Speed: 158.186 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.766 [Epoch 77][Batch 79], Speed: 133.067 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 89], Speed: 160.959 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.766 [Epoch 77][Batch 99], Speed: 156.756 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.766 [Epoch 77][Batch 109], Speed: 172.972 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 119], Speed: 159.229 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 129], Speed: 165.659 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 139], Speed: 155.907 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 149], Speed: 150.261 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 159], Speed: 161.996 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 169], Speed: 159.823 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 179], Speed: 169.629 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 189], Speed: 160.813 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 199], Speed: 144.863 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 209], Speed: 164.090 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 219], Speed: 164.485 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 229], Speed: 156.531 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 239], Speed: 167.646 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 249], Speed: 161.594 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 259], Speed: 134.906 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 269], Speed: 159.759 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 279], Speed: 152.472 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 289], Speed: 171.109 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.766 [Epoch 77][Batch 299], Speed: 174.416 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 309], Speed: 143.881 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 319], Speed: 152.899 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 329], Speed: 152.492 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 339], Speed: 166.632 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 349], Speed: 167.949 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 359], Speed: 174.253 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 369], Speed: 153.315 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 379], Speed: 154.981 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 389], Speed: 150.230 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 399], Speed: 167.931 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 409], Speed: 170.263 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 419], Speed: 165.741 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 429], Speed: 155.859 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 439], Speed: 149.162 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 449], Speed: 160.881 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 459], Speed: 151.618 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 469], Speed: 163.381 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 479], Speed: 174.349 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 489], Speed: 161.460 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 499], Speed: 145.193 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 509], Speed: 152.566 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 519], Speed: 167.437 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 529], Speed: 157.798 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.765 [Epoch 77][Batch 539], Speed: 159.882 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 77][Batch 549], Speed: 149.310 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 559], Speed: 150.811 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 569], Speed: 164.196 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 579], Speed: 169.769 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 589], Speed: 173.966 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 77][Batch 599], Speed: 171.620 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 609], Speed: 166.163 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 619], Speed: 134.884 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 629], Speed: 155.731 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 639], Speed: 156.655 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 649], Speed: 173.939 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 659], Speed: 167.773 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 669], Speed: 155.039 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 679], Speed: 138.030 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 689], Speed: 160.919 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 699], Speed: 154.690 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 709], Speed: 162.928 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 719], Speed: 160.238 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 729], Speed: 155.534 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 739], Speed: 144.080 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 749], Speed: 143.676 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 77][Batch 759], Speed: 159.353 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.764 [Epoch 77][Batch 769], Speed: 165.832 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.764 [Epoch 77][Batch 779], Speed: 173.211 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 77][Batch 789], Speed: 147.882 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 799], Speed: 154.853 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 809], Speed: 139.225 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 819], Speed: 165.175 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 77][Batch 829], Speed: 168.093 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 839], Speed: 168.900 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 849], Speed: 157.000 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 77][Batch 859], Speed: 146.822 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 869], Speed: 155.710 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 879], Speed: 165.177 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 889], Speed: 170.868 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 77][Batch 899], Speed: 175.229 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 77][Batch 909], Speed: 155.653 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.763 [Epoch 77][Batch 919], Speed: 150.588 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 929], Speed: 150.595 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 939], Speed: 171.879 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 949], Speed: 175.135 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 959], Speed: 162.176 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 969], Speed: 145.848 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 979], Speed: 149.878 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 989], Speed: 148.320 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 999], Speed: 164.973 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 1009], Speed: 167.435 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 1019], Speed: 171.646 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.763 [Epoch 77][Batch 1029], Speed: 145.866 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1039], Speed: 146.867 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1049], Speed: 153.572 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1059], Speed: 162.279 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1069], Speed: 158.685 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1079], Speed: 166.192 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1089], Speed: 151.998 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1099], Speed: 143.761 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1109], Speed: 161.503 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1119], Speed: 156.079 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1129], Speed: 166.414 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1139], Speed: 155.173 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1149], Speed: 168.323 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1159], Speed: 166.825 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1169], Speed: 162.966 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1179], Speed: 151.153 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1189], Speed: 152.635 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1199], Speed: 164.553 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1209], Speed: 173.712 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77][Batch 1219], Speed: 157.130 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 77] Training cost: 750.904, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.762 [Epoch 78][Batch 9], Speed: 166.745 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.226, HeatmapFocal=1.762 [Epoch 78][Batch 19], Speed: 160.369 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.227, HeatmapFocal=1.762 [Epoch 78][Batch 29], Speed: 142.332 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 78][Batch 39], Speed: 160.609 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 78][Batch 49], Speed: 160.324 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.225, HeatmapFocal=1.762 [Epoch 78][Batch 59], Speed: 173.081 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 78][Batch 69], Speed: 161.954 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.225, HeatmapFocal=1.761 [Epoch 78][Batch 79], Speed: 146.659 samples/sec, LR=0.000375, WHL1=0.253, CenterRegL1=0.224, HeatmapFocal=1.761 [Epoch 78][Batch 89], Speed: 143.438 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.761 [Epoch 78][Batch 99], Speed: 157.070 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.761 [Epoch 78][Batch 109], Speed: 172.857 samples/sec, LR=0.000375, WHL1=0.252, CenterRegL1=0.224, HeatmapFocal=1.761 [Epoch 78][Batch 119], Speed: 171.409 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.761 [Epoch 78][Batch 129], Speed: 154.362 samples/sec, LR=0.000375, WHL1=0.251, CenterRegL1=0.224, HeatmapFocal=1.761 [Epoch 78][Batch 139], Speed: 170.470 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.224, HeatmapFocal=1.761 [Epoch 78][Batch 149], Speed: 163.425 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 159], Speed: 166.466 samples/sec, LR=0.000375, WHL1=0.250, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 169], Speed: 161.431 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 179], Speed: 162.566 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 189], Speed: 151.410 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 199], Speed: 150.556 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 209], Speed: 157.012 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 219], Speed: 161.849 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 229], Speed: 157.057 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 239], Speed: 168.366 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 249], Speed: 149.125 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.761 [Epoch 78][Batch 259], Speed: 160.385 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 269], Speed: 155.670 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.761 [Epoch 78][Batch 279], Speed: 146.694 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 289], Speed: 165.389 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.761 [Epoch 78][Batch 299], Speed: 175.089 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 309], Speed: 147.786 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 319], Speed: 155.781 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 329], Speed: 164.690 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 339], Speed: 158.967 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 349], Speed: 166.276 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 359], Speed: 169.421 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 369], Speed: 155.323 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 379], Speed: 160.252 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 389], Speed: 160.667 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 399], Speed: 164.235 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 409], Speed: 163.698 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 419], Speed: 174.525 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 429], Speed: 156.428 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 439], Speed: 154.696 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 449], Speed: 161.213 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 459], Speed: 166.170 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 469], Speed: 172.112 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 479], Speed: 170.694 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 489], Speed: 141.207 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 499], Speed: 160.449 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 509], Speed: 158.936 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 519], Speed: 157.642 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 529], Speed: 161.923 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.760 [Epoch 78][Batch 539], Speed: 169.367 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 549], Speed: 146.790 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 559], Speed: 162.248 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 569], Speed: 165.686 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 579], Speed: 156.457 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 589], Speed: 170.580 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 599], Speed: 160.589 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 609], Speed: 158.818 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 619], Speed: 159.705 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 629], Speed: 164.842 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 639], Speed: 156.525 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 649], Speed: 166.186 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 659], Speed: 163.759 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 669], Speed: 155.005 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 679], Speed: 139.559 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 689], Speed: 162.538 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 699], Speed: 164.672 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 709], Speed: 167.848 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 719], Speed: 172.096 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 729], Speed: 159.919 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 739], Speed: 152.861 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 749], Speed: 159.254 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 759], Speed: 165.027 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 769], Speed: 170.118 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.759 [Epoch 78][Batch 779], Speed: 175.725 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 789], Speed: 157.163 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 799], Speed: 157.611 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 809], Speed: 147.726 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.758 [Epoch 78][Batch 819], Speed: 166.875 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 829], Speed: 171.795 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.758 [Epoch 78][Batch 839], Speed: 163.058 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 849], Speed: 158.834 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 859], Speed: 153.862 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 869], Speed: 166.377 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 879], Speed: 163.218 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 889], Speed: 162.961 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 899], Speed: 172.090 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 909], Speed: 152.025 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 919], Speed: 158.939 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 929], Speed: 150.477 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 939], Speed: 160.918 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 949], Speed: 169.377 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 959], Speed: 169.475 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 969], Speed: 164.336 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 979], Speed: 144.355 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 989], Speed: 149.887 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 999], Speed: 165.070 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 1009], Speed: 160.430 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 1019], Speed: 169.952 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.758 [Epoch 78][Batch 1029], Speed: 165.668 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1039], Speed: 141.762 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1049], Speed: 152.572 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1059], Speed: 154.221 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1069], Speed: 154.900 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1079], Speed: 169.513 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1089], Speed: 152.217 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1099], Speed: 157.019 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1109], Speed: 155.909 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1119], Speed: 171.542 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1129], Speed: 157.780 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1139], Speed: 170.618 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1149], Speed: 159.505 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1159], Speed: 167.414 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1169], Speed: 159.574 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1179], Speed: 149.216 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 78][Batch 1189], Speed: 159.105 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 78][Batch 1199], Speed: 183.867 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 78][Batch 1209], Speed: 157.666 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 78][Batch 1219], Speed: 147.186 samples/sec, LR=0.000375, WHL1=0.248, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 78] Training cost: 755.215, WHL1=0.248, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 79][Batch 9], Speed: 150.856 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 79][Batch 19], Speed: 151.247 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.225, HeatmapFocal=1.757 [Epoch 79][Batch 29], Speed: 130.718 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.757 [Epoch 79][Batch 39], Speed: 165.406 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 79][Batch 49], Speed: 173.236 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 79][Batch 59], Speed: 161.923 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.757 [Epoch 79][Batch 69], Speed: 154.220 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 79], Speed: 151.237 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 89], Speed: 153.210 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 99], Speed: 153.448 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 109], Speed: 163.733 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 119], Speed: 164.780 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 129], Speed: 152.222 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 139], Speed: 161.811 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 149], Speed: 154.033 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 159], Speed: 146.350 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 169], Speed: 166.843 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 179], Speed: 163.551 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 189], Speed: 148.151 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 199], Speed: 154.758 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 209], Speed: 160.811 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 219], Speed: 164.758 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 229], Speed: 165.333 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 239], Speed: 163.356 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 249], Speed: 156.461 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 259], Speed: 149.527 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 269], Speed: 151.291 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 279], Speed: 168.537 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 289], Speed: 169.755 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 299], Speed: 174.477 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.756 [Epoch 79][Batch 309], Speed: 154.548 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 319], Speed: 147.847 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 329], Speed: 158.983 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 339], Speed: 154.663 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 349], Speed: 168.202 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 359], Speed: 163.309 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 369], Speed: 146.738 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 379], Speed: 146.514 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 389], Speed: 163.561 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 399], Speed: 164.377 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 409], Speed: 167.896 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 419], Speed: 165.352 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 429], Speed: 150.652 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 439], Speed: 147.660 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 449], Speed: 148.690 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 459], Speed: 169.174 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 469], Speed: 171.851 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 479], Speed: 163.341 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 489], Speed: 150.077 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 499], Speed: 157.774 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 509], Speed: 144.386 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 519], Speed: 157.970 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 529], Speed: 169.719 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 539], Speed: 173.816 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 549], Speed: 148.211 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.755 [Epoch 79][Batch 559], Speed: 154.559 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 569], Speed: 153.094 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 579], Speed: 169.033 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 589], Speed: 155.715 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 599], Speed: 171.604 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 609], Speed: 142.981 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 619], Speed: 153.002 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 629], Speed: 148.245 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 639], Speed: 167.359 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 649], Speed: 160.698 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 659], Speed: 165.618 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 669], Speed: 154.355 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 679], Speed: 150.214 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 689], Speed: 141.458 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 699], Speed: 162.766 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 709], Speed: 170.965 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 719], Speed: 172.283 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 729], Speed: 155.325 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 739], Speed: 168.067 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 749], Speed: 159.595 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 759], Speed: 155.742 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 769], Speed: 171.750 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 779], Speed: 158.644 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 789], Speed: 141.983 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 799], Speed: 148.697 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 809], Speed: 157.689 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.754 [Epoch 79][Batch 819], Speed: 156.467 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 829], Speed: 164.725 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 839], Speed: 174.328 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 849], Speed: 161.094 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 859], Speed: 153.905 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 869], Speed: 154.796 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 879], Speed: 165.718 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 889], Speed: 169.350 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 899], Speed: 170.681 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 909], Speed: 150.377 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 919], Speed: 155.250 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 929], Speed: 156.902 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 939], Speed: 165.927 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 949], Speed: 155.196 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 959], Speed: 161.454 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 969], Speed: 147.713 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 979], Speed: 151.315 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 989], Speed: 145.222 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 999], Speed: 161.298 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 1009], Speed: 170.856 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 1019], Speed: 171.975 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 1029], Speed: 152.986 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 1039], Speed: 161.393 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 1049], Speed: 158.402 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 1059], Speed: 165.382 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 1069], Speed: 172.020 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.753 [Epoch 79][Batch 1079], Speed: 160.132 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1089], Speed: 164.706 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1099], Speed: 152.665 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1109], Speed: 150.615 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1119], Speed: 159.864 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1129], Speed: 175.703 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1139], Speed: 168.260 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1149], Speed: 163.433 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1159], Speed: 162.272 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1169], Speed: 156.049 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1179], Speed: 161.650 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1189], Speed: 156.731 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1199], Speed: 177.629 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1209], Speed: 157.956 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79][Batch 1219], Speed: 162.110 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 79] Training cost: 754.074, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 80][Batch 9], Speed: 165.856 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 80][Batch 19], Speed: 151.620 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 80][Batch 29], Speed: 146.468 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 80][Batch 39], Speed: 159.112 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 80][Batch 49], Speed: 166.378 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 80][Batch 59], Speed: 167.348 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 80][Batch 69], Speed: 158.369 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 80][Batch 79], Speed: 147.183 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.222, HeatmapFocal=1.752 [Epoch 80][Batch 89], Speed: 161.054 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 80][Batch 99], Speed: 173.901 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.752 [Epoch 80][Batch 109], Speed: 167.406 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 80][Batch 119], Speed: 175.666 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 80][Batch 129], Speed: 155.773 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 80][Batch 139], Speed: 159.826 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 80][Batch 149], Speed: 148.095 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 80][Batch 159], Speed: 167.544 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 80][Batch 169], Speed: 157.236 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 80][Batch 179], Speed: 168.436 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 80][Batch 189], Speed: 151.475 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 80][Batch 199], Speed: 147.233 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.222, HeatmapFocal=1.751 [Epoch 80][Batch 209], Speed: 154.287 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 219], Speed: 167.520 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 229], Speed: 170.109 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 239], Speed: 177.287 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 249], Speed: 146.718 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 259], Speed: 149.081 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 269], Speed: 157.647 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 279], Speed: 172.938 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 289], Speed: 155.256 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 299], Speed: 170.387 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 309], Speed: 151.587 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 319], Speed: 149.173 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 329], Speed: 160.659 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 339], Speed: 173.243 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.751 [Epoch 80][Batch 349], Speed: 167.022 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 359], Speed: 156.609 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 369], Speed: 147.107 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 379], Speed: 138.050 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 389], Speed: 151.994 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 399], Speed: 157.693 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 409], Speed: 158.231 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 419], Speed: 172.817 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 429], Speed: 158.713 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 439], Speed: 141.803 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 449], Speed: 160.852 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 459], Speed: 164.079 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 469], Speed: 169.998 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 479], Speed: 175.622 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 489], Speed: 148.308 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 499], Speed: 137.387 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 509], Speed: 160.949 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 519], Speed: 166.575 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 529], Speed: 158.197 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 539], Speed: 177.057 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 549], Speed: 159.060 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 559], Speed: 152.354 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 569], Speed: 154.133 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 579], Speed: 160.718 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 589], Speed: 171.388 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 599], Speed: 175.404 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.750 [Epoch 80][Batch 609], Speed: 152.769 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 619], Speed: 140.719 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 629], Speed: 148.724 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 639], Speed: 155.349 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 649], Speed: 164.816 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 659], Speed: 174.701 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 669], Speed: 159.521 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 679], Speed: 153.016 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 689], Speed: 160.897 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 699], Speed: 168.101 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 709], Speed: 161.334 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 719], Speed: 170.908 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 729], Speed: 155.977 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 739], Speed: 147.739 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 749], Speed: 156.300 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 759], Speed: 163.508 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 769], Speed: 169.304 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 779], Speed: 158.889 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 789], Speed: 152.641 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 799], Speed: 147.946 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 809], Speed: 150.918 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 819], Speed: 162.850 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 829], Speed: 170.404 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 839], Speed: 171.569 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 849], Speed: 156.227 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 859], Speed: 156.053 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.749 [Epoch 80][Batch 869], Speed: 155.044 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 879], Speed: 167.363 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 889], Speed: 169.657 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 899], Speed: 171.579 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 909], Speed: 155.082 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 919], Speed: 146.314 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 929], Speed: 153.048 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 939], Speed: 163.441 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 949], Speed: 172.131 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 959], Speed: 165.415 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 969], Speed: 142.049 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 979], Speed: 156.479 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 989], Speed: 151.823 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 999], Speed: 165.280 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1009], Speed: 172.305 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1019], Speed: 163.479 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1029], Speed: 157.268 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1039], Speed: 156.201 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1049], Speed: 157.086 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1059], Speed: 147.034 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1069], Speed: 167.042 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1079], Speed: 168.977 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1089], Speed: 146.083 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1099], Speed: 147.926 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1109], Speed: 158.325 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1119], Speed: 153.732 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1129], Speed: 159.178 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.748 [Epoch 80][Batch 1139], Speed: 176.620 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 80][Batch 1149], Speed: 163.604 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 80][Batch 1159], Speed: 155.526 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 80][Batch 1169], Speed: 163.371 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 80][Batch 1179], Speed: 149.999 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 80][Batch 1189], Speed: 161.453 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 80][Batch 1199], Speed: 174.393 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 80][Batch 1209], Speed: 152.149 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 80][Batch 1219], Speed: 151.422 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 80] Training cost: 753.131, WHL1=0.247, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 80] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.291 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.471 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.302 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.103 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.262 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.402 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.411 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.160 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.635 person=40.7 bicycle=16.9 car=25.9 motorcycle=31.7 airplane=54.3 bus=52.9 train=51.8 truck=24.3 boat=14.1 traffic light=15.6 fire hydrant=53.3 stop sign=50.5 parking meter=35.3 bench=15.7 bird=24.1 cat=58.5 dog=48.3 horse=45.9 sheep=40.4 cow=37.7 elephant=56.3 bear=64.5 zebra=59.4 giraffe=60.0 backpack=7.5 umbrella=28.4 handbag=6.7 tie=18.7 suitcase=23.8 frisbee=43.8 skis=14.4 snowboard=19.7 sports ball=24.6 kite=25.6 baseball bat=16.2 baseball glove=21.7 skateboard=38.2 surfboard=21.3 tennis racket=32.4 bottle=21.1 wine glass=20.9 cup=26.4 fork=16.4 knife=8.4 spoon=7.0 bowl=27.9 banana=15.6 apple=12.5 sandwich=29.7 orange=23.6 broccoli=15.7 carrot=13.4 hot dog=24.0 pizza=37.7 donut=36.2 cake=25.3 chair=18.2 couch=32.5 potted plant=18.7 bed=25.2 dining table=19.9 toilet=53.0 tv=44.1 laptop=47.9 mouse=41.1 remote=14.3 keyboard=36.5 cell phone=20.1 microwave=41.7 oven=20.7 toaster=12.0 sink=26.4 refrigerator=40.1 book=3.3 clock=36.7 vase=27.0 scissors=14.5 teddy bear=35.0 hair drier=0.0 toothbrush=12.4 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =29.1 [Epoch 81][Batch 9], Speed: 160.169 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.747 [Epoch 81][Batch 19], Speed: 161.842 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.747 [Epoch 81][Batch 29], Speed: 154.611 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 81][Batch 39], Speed: 146.587 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.225, HeatmapFocal=1.747 [Epoch 81][Batch 49], Speed: 141.442 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.747 [Epoch 81][Batch 59], Speed: 153.107 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.747 [Epoch 81][Batch 69], Speed: 165.794 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.747 [Epoch 81][Batch 79], Speed: 161.181 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.747 [Epoch 81][Batch 89], Speed: 156.614 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.747 [Epoch 81][Batch 99], Speed: 146.697 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.747 [Epoch 81][Batch 109], Speed: 161.717 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.747 [Epoch 81][Batch 119], Speed: 151.554 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 81][Batch 129], Speed: 169.468 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 81][Batch 139], Speed: 160.192 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 81][Batch 149], Speed: 163.334 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 81][Batch 159], Speed: 132.761 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.747 [Epoch 81][Batch 169], Speed: 163.988 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 179], Speed: 152.654 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 189], Speed: 155.093 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 199], Speed: 155.002 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 209], Speed: 164.872 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 219], Speed: 156.703 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 229], Speed: 147.677 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 239], Speed: 168.069 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 249], Speed: 170.820 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 259], Speed: 161.416 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 269], Speed: 165.662 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.746 [Epoch 81][Batch 279], Speed: 152.415 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 289], Speed: 161.436 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 299], Speed: 164.566 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 309], Speed: 153.079 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 319], Speed: 164.317 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 329], Speed: 152.535 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 339], Speed: 143.300 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 349], Speed: 156.846 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 359], Speed: 155.852 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 369], Speed: 159.383 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 379], Speed: 172.334 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 389], Speed: 167.837 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 399], Speed: 149.401 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 409], Speed: 159.485 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.746 [Epoch 81][Batch 419], Speed: 151.691 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 429], Speed: 165.778 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 439], Speed: 168.434 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 449], Speed: 170.411 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 459], Speed: 160.866 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 469], Speed: 161.411 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 479], Speed: 153.584 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 489], Speed: 149.851 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 499], Speed: 166.985 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 509], Speed: 161.074 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 519], Speed: 149.487 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 529], Speed: 160.750 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 539], Speed: 161.982 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 549], Speed: 155.697 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 559], Speed: 165.855 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 569], Speed: 169.352 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 579], Speed: 159.937 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 589], Speed: 158.572 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 599], Speed: 155.592 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 609], Speed: 157.720 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 619], Speed: 161.930 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 629], Speed: 159.132 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 639], Speed: 147.649 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 649], Speed: 152.357 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 659], Speed: 154.008 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 669], Speed: 164.430 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 679], Speed: 164.517 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.745 [Epoch 81][Batch 689], Speed: 167.206 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 699], Speed: 151.430 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 709], Speed: 166.859 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 719], Speed: 152.272 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 729], Speed: 164.699 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 739], Speed: 170.617 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 749], Speed: 167.836 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 759], Speed: 157.217 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 769], Speed: 155.147 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 779], Speed: 162.759 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 789], Speed: 157.719 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 799], Speed: 156.592 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 809], Speed: 170.215 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 819], Speed: 151.263 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.744 [Epoch 81][Batch 829], Speed: 146.606 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 839], Speed: 165.810 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 849], Speed: 166.079 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 859], Speed: 169.583 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 869], Speed: 157.914 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 879], Speed: 148.617 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 889], Speed: 152.368 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 899], Speed: 155.734 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 909], Speed: 166.051 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 919], Speed: 163.517 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 929], Speed: 164.116 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 939], Speed: 162.088 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 949], Speed: 163.643 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.744 [Epoch 81][Batch 959], Speed: 148.982 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 969], Speed: 155.480 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 979], Speed: 169.702 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 989], Speed: 157.903 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 999], Speed: 156.921 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1009], Speed: 148.398 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1019], Speed: 148.751 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1029], Speed: 165.401 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1039], Speed: 164.571 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1049], Speed: 168.396 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1059], Speed: 160.402 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1069], Speed: 154.120 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1079], Speed: 136.377 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1089], Speed: 168.206 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1099], Speed: 166.734 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1109], Speed: 161.468 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1119], Speed: 173.404 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1129], Speed: 166.664 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1139], Speed: 150.209 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1149], Speed: 153.530 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1159], Speed: 165.985 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1169], Speed: 166.113 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1179], Speed: 161.659 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1189], Speed: 178.414 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1199], Speed: 166.262 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1209], Speed: 162.249 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.743 [Epoch 81][Batch 1219], Speed: 164.536 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 81] Training cost: 757.386, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 9], Speed: 167.065 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.222, HeatmapFocal=1.742 [Epoch 82][Batch 19], Speed: 167.142 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 29], Speed: 161.062 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.742 [Epoch 82][Batch 39], Speed: 155.033 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 49], Speed: 159.094 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.742 [Epoch 82][Batch 59], Speed: 154.873 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.742 [Epoch 82][Batch 69], Speed: 162.633 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 79], Speed: 174.706 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 89], Speed: 156.788 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 99], Speed: 156.086 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 109], Speed: 154.792 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 119], Speed: 143.073 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 129], Speed: 173.347 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 139], Speed: 169.824 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 149], Speed: 159.663 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 159], Speed: 149.288 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 169], Speed: 159.095 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 179], Speed: 164.128 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 189], Speed: 150.532 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 199], Speed: 154.326 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 209], Speed: 164.956 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 219], Speed: 159.349 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 229], Speed: 166.457 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 239], Speed: 155.808 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 249], Speed: 158.215 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.742 [Epoch 82][Batch 259], Speed: 159.863 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 269], Speed: 158.622 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 279], Speed: 146.434 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 289], Speed: 153.872 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 299], Speed: 155.162 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 309], Speed: 156.569 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 319], Speed: 168.696 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 329], Speed: 167.800 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 339], Speed: 150.854 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 349], Speed: 154.835 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 359], Speed: 167.868 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 369], Speed: 166.258 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 379], Speed: 161.668 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 389], Speed: 165.656 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 399], Speed: 141.329 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 409], Speed: 147.548 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 419], Speed: 161.710 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 429], Speed: 167.295 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 439], Speed: 172.370 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 449], Speed: 161.723 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 459], Speed: 151.608 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 469], Speed: 152.434 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 479], Speed: 163.233 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 489], Speed: 163.873 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 499], Speed: 149.048 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 509], Speed: 164.060 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.741 [Epoch 82][Batch 519], Speed: 150.805 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 529], Speed: 161.309 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 539], Speed: 147.121 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 549], Speed: 162.715 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 559], Speed: 168.451 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 569], Speed: 163.767 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 579], Speed: 156.085 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 589], Speed: 153.913 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 599], Speed: 140.744 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 609], Speed: 165.169 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 619], Speed: 157.252 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 629], Speed: 166.585 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 639], Speed: 162.863 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 649], Speed: 125.604 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 659], Speed: 156.960 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 669], Speed: 157.324 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 679], Speed: 154.812 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 689], Speed: 167.484 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 699], Speed: 164.568 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 709], Speed: 159.174 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 719], Speed: 153.729 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 729], Speed: 162.420 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 739], Speed: 161.405 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 749], Speed: 154.823 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 759], Speed: 167.066 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 769], Speed: 145.928 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.740 [Epoch 82][Batch 779], Speed: 154.199 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 789], Speed: 141.554 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 799], Speed: 157.682 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 809], Speed: 158.790 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 819], Speed: 160.454 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 829], Speed: 163.771 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 839], Speed: 152.026 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 849], Speed: 164.135 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 859], Speed: 163.758 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 869], Speed: 156.906 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 879], Speed: 156.960 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 889], Speed: 162.036 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 899], Speed: 156.556 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 909], Speed: 167.381 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 919], Speed: 165.847 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 929], Speed: 163.600 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 939], Speed: 159.123 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 949], Speed: 150.103 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 959], Speed: 155.435 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 969], Speed: 165.640 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 979], Speed: 163.574 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 989], Speed: 160.739 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 999], Speed: 147.225 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 1009], Speed: 160.619 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 1019], Speed: 146.906 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 1029], Speed: 158.589 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 1039], Speed: 164.353 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 1049], Speed: 167.793 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.739 [Epoch 82][Batch 1059], Speed: 164.946 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1069], Speed: 161.497 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1079], Speed: 115.329 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1089], Speed: 164.097 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1099], Speed: 158.548 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1109], Speed: 153.793 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1119], Speed: 157.489 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1129], Speed: 143.078 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1139], Speed: 161.215 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1149], Speed: 164.305 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1159], Speed: 154.045 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1169], Speed: 169.307 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1179], Speed: 164.804 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1189], Speed: 155.592 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1199], Speed: 177.237 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1209], Speed: 160.098 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82][Batch 1219], Speed: 165.846 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 82] Training cost: 760.371, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 83][Batch 9], Speed: 164.419 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.225, HeatmapFocal=1.738 [Epoch 83][Batch 19], Speed: 173.223 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 83][Batch 29], Speed: 167.857 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 83][Batch 39], Speed: 166.491 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 83][Batch 49], Speed: 147.777 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 83][Batch 59], Speed: 141.706 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 83][Batch 69], Speed: 166.128 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.738 [Epoch 83][Batch 79], Speed: 167.420 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 83][Batch 89], Speed: 165.422 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 83][Batch 99], Speed: 154.604 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.738 [Epoch 83][Batch 109], Speed: 157.285 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 119], Speed: 150.625 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 129], Speed: 161.093 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 139], Speed: 170.986 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 149], Speed: 167.930 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 159], Speed: 155.074 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 169], Speed: 157.532 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 179], Speed: 153.924 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 189], Speed: 173.673 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 199], Speed: 165.537 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 209], Speed: 167.065 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 219], Speed: 141.531 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 229], Speed: 150.013 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 239], Speed: 149.967 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 249], Speed: 156.073 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 259], Speed: 170.353 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 269], Speed: 155.971 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 279], Speed: 153.208 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 289], Speed: 151.164 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 299], Speed: 148.761 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 309], Speed: 164.990 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 319], Speed: 160.079 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 329], Speed: 166.294 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 339], Speed: 140.731 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 349], Speed: 159.127 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 359], Speed: 165.565 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 369], Speed: 154.502 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.737 [Epoch 83][Batch 379], Speed: 166.314 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 389], Speed: 165.964 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 399], Speed: 148.511 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 409], Speed: 151.149 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 419], Speed: 148.084 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 429], Speed: 159.822 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 439], Speed: 151.261 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 449], Speed: 152.259 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 459], Speed: 161.813 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 469], Speed: 145.678 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 479], Speed: 156.234 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 489], Speed: 156.810 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 499], Speed: 162.273 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 509], Speed: 161.609 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 519], Speed: 144.925 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 529], Speed: 153.758 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 539], Speed: 151.253 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 549], Speed: 163.055 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 559], Speed: 155.487 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 569], Speed: 160.982 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 579], Speed: 148.834 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 589], Speed: 155.913 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 599], Speed: 159.966 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 609], Speed: 142.389 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 619], Speed: 155.277 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 629], Speed: 168.971 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 639], Speed: 151.919 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.736 [Epoch 83][Batch 649], Speed: 158.022 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 659], Speed: 166.228 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 669], Speed: 163.257 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 679], Speed: 154.318 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 689], Speed: 156.403 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 699], Speed: 152.317 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 709], Speed: 160.919 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 719], Speed: 166.045 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 729], Speed: 165.668 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 739], Speed: 168.469 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 749], Speed: 167.985 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 759], Speed: 151.152 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 769], Speed: 157.807 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 779], Speed: 158.121 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 789], Speed: 164.980 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 799], Speed: 159.893 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 809], Speed: 166.985 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 819], Speed: 163.845 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 829], Speed: 155.249 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 839], Speed: 154.107 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 849], Speed: 151.962 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 859], Speed: 164.245 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 869], Speed: 171.099 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 879], Speed: 143.983 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 889], Speed: 153.691 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 899], Speed: 153.192 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 909], Speed: 153.759 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 919], Speed: 167.690 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.735 [Epoch 83][Batch 929], Speed: 159.183 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 939], Speed: 159.099 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 949], Speed: 162.284 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 959], Speed: 150.551 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 969], Speed: 157.611 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 979], Speed: 169.295 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 989], Speed: 166.128 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 999], Speed: 143.111 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1009], Speed: 153.408 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1019], Speed: 142.534 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1029], Speed: 153.605 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1039], Speed: 165.433 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1049], Speed: 165.101 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1059], Speed: 148.431 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1069], Speed: 160.452 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1079], Speed: 154.143 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1089], Speed: 156.180 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1099], Speed: 155.933 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1109], Speed: 158.478 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1119], Speed: 155.703 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1129], Speed: 181.394 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1139], Speed: 157.789 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1149], Speed: 154.340 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1159], Speed: 153.593 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1169], Speed: 171.682 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1179], Speed: 150.817 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1189], Speed: 169.585 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.734 [Epoch 83][Batch 1199], Speed: 153.043 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 83][Batch 1209], Speed: 155.460 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 83][Batch 1219], Speed: 157.612 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 83] Training cost: 759.612, WHL1=0.245, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 9], Speed: 162.087 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 19], Speed: 164.305 samples/sec, LR=0.000375, WHL1=0.230, CenterRegL1=0.225, HeatmapFocal=1.733 [Epoch 84][Batch 29], Speed: 150.822 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 84][Batch 39], Speed: 156.979 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.224, HeatmapFocal=1.733 [Epoch 84][Batch 49], Speed: 159.673 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 59], Speed: 158.693 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 69], Speed: 161.701 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 79], Speed: 171.566 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 89], Speed: 147.594 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 99], Speed: 166.022 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 109], Speed: 161.224 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 119], Speed: 164.758 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 129], Speed: 162.574 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 139], Speed: 165.997 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 149], Speed: 143.728 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 159], Speed: 149.493 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 169], Speed: 156.568 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 179], Speed: 161.918 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 189], Speed: 174.047 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 199], Speed: 168.596 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 209], Speed: 7.990 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 219], Speed: 155.533 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 229], Speed: 166.284 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 239], Speed: 170.713 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.733 [Epoch 84][Batch 249], Speed: 164.351 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 259], Speed: 161.519 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 269], Speed: 153.586 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 279], Speed: 157.385 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 289], Speed: 151.763 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 299], Speed: 159.191 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 309], Speed: 152.070 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 319], Speed: 166.876 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 329], Speed: 156.557 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 339], Speed: 157.569 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 349], Speed: 156.914 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 359], Speed: 158.838 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 369], Speed: 171.228 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 379], Speed: 163.731 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 389], Speed: 151.512 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 399], Speed: 160.570 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 409], Speed: 147.241 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 419], Speed: 156.585 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 429], Speed: 155.071 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 439], Speed: 163.124 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 449], Speed: 158.036 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 459], Speed: 164.412 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 469], Speed: 165.761 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 479], Speed: 161.183 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 489], Speed: 164.846 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 499], Speed: 157.645 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 509], Speed: 151.081 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.732 [Epoch 84][Batch 519], Speed: 157.683 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 529], Speed: 161.981 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 539], Speed: 152.368 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 549], Speed: 166.253 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 559], Speed: 160.430 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 569], Speed: 152.928 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 579], Speed: 161.833 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 589], Speed: 154.058 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 599], Speed: 153.174 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 609], Speed: 166.753 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 619], Speed: 163.096 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 629], Speed: 149.539 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 639], Speed: 140.587 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 649], Speed: 144.737 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 659], Speed: 144.503 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 669], Speed: 165.375 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 679], Speed: 167.026 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 689], Speed: 145.950 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 699], Speed: 166.861 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 709], Speed: 148.914 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 719], Speed: 154.054 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 729], Speed: 153.882 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 739], Speed: 167.430 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 749], Speed: 165.649 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 759], Speed: 169.964 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 769], Speed: 155.826 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 779], Speed: 136.237 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.731 [Epoch 84][Batch 789], Speed: 161.102 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 799], Speed: 165.000 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 809], Speed: 146.477 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 819], Speed: 165.622 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 829], Speed: 139.741 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 839], Speed: 160.754 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 849], Speed: 154.270 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 859], Speed: 163.185 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 869], Speed: 157.949 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 879], Speed: 163.323 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 889], Speed: 163.425 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 899], Speed: 157.800 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 909], Speed: 164.663 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 919], Speed: 165.873 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 929], Speed: 156.170 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 939], Speed: 160.407 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 949], Speed: 144.107 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 959], Speed: 155.120 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 969], Speed: 166.560 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 979], Speed: 161.404 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 989], Speed: 153.111 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 999], Speed: 167.537 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 1009], Speed: 159.765 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 1019], Speed: 143.114 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 1029], Speed: 156.584 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 1039], Speed: 167.527 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 1049], Speed: 157.533 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 1059], Speed: 170.703 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.730 [Epoch 84][Batch 1069], Speed: 147.404 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1079], Speed: 165.373 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1089], Speed: 165.103 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1099], Speed: 167.273 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1109], Speed: 153.473 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1119], Speed: 162.602 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1129], Speed: 175.130 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1139], Speed: 176.554 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1149], Speed: 155.026 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1159], Speed: 151.213 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1169], Speed: 158.897 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1179], Speed: 160.814 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1189], Speed: 150.210 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1199], Speed: 157.816 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1209], Speed: 157.452 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84][Batch 1219], Speed: 150.952 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 84] Training cost: 772.935, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 85][Batch 9], Speed: 171.923 samples/sec, LR=0.000375, WHL1=0.249, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 85][Batch 19], Speed: 170.360 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 85][Batch 29], Speed: 166.845 samples/sec, LR=0.000375, WHL1=0.247, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 85][Batch 39], Speed: 139.746 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 85][Batch 49], Speed: 151.438 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 85][Batch 59], Speed: 162.954 samples/sec, LR=0.000375, WHL1=0.245, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 85][Batch 69], Speed: 167.973 samples/sec, LR=0.000375, WHL1=0.246, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 85][Batch 79], Speed: 162.861 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 85][Batch 89], Speed: 169.884 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 85][Batch 99], Speed: 152.531 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 85][Batch 109], Speed: 158.289 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 85][Batch 119], Speed: 152.878 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.729 [Epoch 85][Batch 129], Speed: 160.318 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.729 [Epoch 85][Batch 139], Speed: 161.289 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 149], Speed: 166.764 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 159], Speed: 150.520 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 169], Speed: 150.404 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 179], Speed: 161.613 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 189], Speed: 164.009 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 199], Speed: 153.915 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 209], Speed: 157.523 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 219], Speed: 166.322 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 229], Speed: 151.370 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 239], Speed: 157.902 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 249], Speed: 165.990 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 259], Speed: 155.065 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 269], Speed: 151.522 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 279], Speed: 155.615 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 289], Speed: 153.018 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 299], Speed: 164.199 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 309], Speed: 154.752 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 319], Speed: 161.600 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 329], Speed: 166.515 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 339], Speed: 156.037 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 349], Speed: 151.895 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 359], Speed: 160.099 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 369], Speed: 164.434 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 379], Speed: 157.010 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 389], Speed: 167.771 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 399], Speed: 138.528 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.728 [Epoch 85][Batch 409], Speed: 144.642 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 419], Speed: 163.338 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 429], Speed: 166.024 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 439], Speed: 157.539 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 449], Speed: 165.355 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 459], Speed: 134.290 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 469], Speed: 165.897 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 479], Speed: 164.455 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 489], Speed: 155.850 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 499], Speed: 164.712 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 509], Speed: 159.200 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 519], Speed: 150.018 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 529], Speed: 151.173 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 539], Speed: 162.756 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 549], Speed: 162.384 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 559], Speed: 152.351 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 569], Speed: 151.329 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 579], Speed: 134.504 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 589], Speed: 155.991 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 599], Speed: 164.252 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 609], Speed: 163.366 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 619], Speed: 159.229 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 629], Speed: 171.400 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 639], Speed: 158.922 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 649], Speed: 165.600 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 659], Speed: 155.139 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 669], Speed: 161.362 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 679], Speed: 160.322 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.727 [Epoch 85][Batch 689], Speed: 169.220 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 699], Speed: 158.167 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 709], Speed: 164.895 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 719], Speed: 166.418 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 729], Speed: 167.005 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 739], Speed: 164.747 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 749], Speed: 167.881 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 759], Speed: 142.980 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 769], Speed: 155.333 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 779], Speed: 157.959 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 789], Speed: 158.099 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 799], Speed: 155.124 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 809], Speed: 157.505 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 819], Speed: 150.686 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 829], Speed: 156.805 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 839], Speed: 153.855 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 849], Speed: 165.672 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 859], Speed: 165.176 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 869], Speed: 166.534 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 879], Speed: 149.124 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 889], Speed: 151.003 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 899], Speed: 164.138 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 909], Speed: 157.596 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 919], Speed: 165.057 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 929], Speed: 153.706 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 939], Speed: 136.501 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 949], Speed: 160.713 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 959], Speed: 146.956 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 969], Speed: 165.267 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.726 [Epoch 85][Batch 979], Speed: 157.077 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 989], Speed: 154.380 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 999], Speed: 142.859 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1009], Speed: 151.266 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1019], Speed: 151.922 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1029], Speed: 166.683 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1039], Speed: 152.076 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1049], Speed: 162.658 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1059], Speed: 155.643 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1069], Speed: 163.274 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1079], Speed: 147.592 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1089], Speed: 154.181 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1099], Speed: 164.928 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1109], Speed: 161.415 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1119], Speed: 157.364 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1129], Speed: 169.348 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1139], Speed: 176.885 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1149], Speed: 159.202 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1159], Speed: 153.513 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1169], Speed: 158.035 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1179], Speed: 162.441 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1189], Speed: 177.294 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1199], Speed: 164.080 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1209], Speed: 171.618 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85][Batch 1219], Speed: 167.240 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 85] Training cost: 759.980, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.725 [Epoch 86][Batch 9], Speed: 171.668 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 86][Batch 19], Speed: 166.790 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 86][Batch 29], Speed: 169.243 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 86][Batch 39], Speed: 155.787 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.221, HeatmapFocal=1.725 [Epoch 86][Batch 49], Speed: 145.176 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.222, HeatmapFocal=1.725 [Epoch 86][Batch 59], Speed: 165.321 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.222, HeatmapFocal=1.724 [Epoch 86][Batch 69], Speed: 165.046 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.222, HeatmapFocal=1.724 [Epoch 86][Batch 79], Speed: 169.688 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 89], Speed: 144.996 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 99], Speed: 156.160 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 109], Speed: 164.656 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 119], Speed: 155.514 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 129], Speed: 170.875 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 139], Speed: 159.204 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 149], Speed: 158.263 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 159], Speed: 154.786 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 169], Speed: 162.447 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 179], Speed: 162.414 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 189], Speed: 157.903 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 199], Speed: 154.181 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 209], Speed: 157.070 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 219], Speed: 153.458 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 229], Speed: 158.912 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 239], Speed: 155.280 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 249], Speed: 165.789 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 259], Speed: 170.283 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 269], Speed: 150.096 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 279], Speed: 132.931 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 289], Speed: 160.514 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 299], Speed: 149.385 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 309], Speed: 163.719 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 319], Speed: 163.935 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 329], Speed: 148.737 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.724 [Epoch 86][Batch 339], Speed: 155.612 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 349], Speed: 140.059 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 359], Speed: 151.328 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 369], Speed: 164.742 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 379], Speed: 160.773 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 389], Speed: 147.976 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 399], Speed: 144.327 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 409], Speed: 158.345 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 419], Speed: 167.004 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 429], Speed: 153.957 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 439], Speed: 167.877 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 449], Speed: 159.858 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 459], Speed: 161.953 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 469], Speed: 156.261 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 479], Speed: 150.924 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 489], Speed: 164.075 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 499], Speed: 162.424 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 509], Speed: 161.506 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 519], Speed: 166.474 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 529], Speed: 147.099 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 539], Speed: 164.518 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 549], Speed: 158.989 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 559], Speed: 163.847 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 569], Speed: 157.285 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 579], Speed: 163.004 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 589], Speed: 167.423 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 599], Speed: 142.212 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 609], Speed: 161.125 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.723 [Epoch 86][Batch 619], Speed: 161.865 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 629], Speed: 148.391 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 639], Speed: 159.952 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 649], Speed: 151.894 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 659], Speed: 136.689 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 669], Speed: 156.655 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 679], Speed: 168.241 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 689], Speed: 145.869 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 699], Speed: 152.235 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 709], Speed: 158.739 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 719], Speed: 140.970 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 729], Speed: 163.227 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 739], Speed: 163.303 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 749], Speed: 150.855 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 759], Speed: 155.885 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 769], Speed: 164.520 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 779], Speed: 152.286 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 789], Speed: 162.763 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 799], Speed: 155.842 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 809], Speed: 165.972 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 819], Speed: 162.751 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 829], Speed: 154.398 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 839], Speed: 150.144 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 849], Speed: 165.388 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 859], Speed: 157.986 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 869], Speed: 161.618 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 879], Speed: 164.754 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 889], Speed: 160.623 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 899], Speed: 153.302 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.722 [Epoch 86][Batch 909], Speed: 161.734 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 919], Speed: 166.919 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 929], Speed: 163.049 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 939], Speed: 158.124 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 949], Speed: 166.283 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 959], Speed: 139.832 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 969], Speed: 161.124 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 979], Speed: 160.918 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 989], Speed: 155.248 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 999], Speed: 148.863 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1009], Speed: 158.974 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1019], Speed: 148.182 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1029], Speed: 160.278 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1039], Speed: 163.179 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1049], Speed: 165.086 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1059], Speed: 153.698 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1069], Speed: 155.468 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1079], Speed: 136.961 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1089], Speed: 160.046 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1099], Speed: 157.333 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1109], Speed: 149.233 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1119], Speed: 156.983 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1129], Speed: 145.532 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1139], Speed: 168.899 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1149], Speed: 149.384 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1159], Speed: 168.562 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1169], Speed: 157.760 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1179], Speed: 162.075 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1189], Speed: 170.389 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1199], Speed: 175.934 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.721 [Epoch 86][Batch 1209], Speed: 161.604 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 86][Batch 1219], Speed: 154.802 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 86] Training cost: 760.268, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 9], Speed: 160.328 samples/sec, LR=0.000375, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.720 [Epoch 87][Batch 19], Speed: 161.557 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.222, HeatmapFocal=1.720 [Epoch 87][Batch 29], Speed: 167.652 samples/sec, LR=0.000375, WHL1=0.233, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 39], Speed: 152.273 samples/sec, LR=0.000375, WHL1=0.234, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 49], Speed: 155.102 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 59], Speed: 159.228 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 87][Batch 69], Speed: 168.684 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 79], Speed: 172.362 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.224, HeatmapFocal=1.720 [Epoch 87][Batch 89], Speed: 164.534 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 99], Speed: 163.736 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 109], Speed: 161.741 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 119], Speed: 158.719 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 129], Speed: 170.259 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 139], Speed: 163.112 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 149], Speed: 162.815 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 159], Speed: 160.669 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 169], Speed: 153.442 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 179], Speed: 138.539 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 189], Speed: 163.324 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 199], Speed: 163.998 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 209], Speed: 169.609 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 219], Speed: 147.412 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 229], Speed: 145.655 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 239], Speed: 161.730 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 249], Speed: 169.354 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.720 [Epoch 87][Batch 259], Speed: 170.657 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 269], Speed: 164.615 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 279], Speed: 146.480 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 289], Speed: 154.050 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 299], Speed: 156.469 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 309], Speed: 163.531 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 319], Speed: 165.075 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 329], Speed: 169.201 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 339], Speed: 157.112 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 349], Speed: 157.714 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 359], Speed: 164.804 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 369], Speed: 157.697 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 379], Speed: 166.506 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 389], Speed: 164.028 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 399], Speed: 148.382 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 409], Speed: 158.115 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 419], Speed: 151.012 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 429], Speed: 153.229 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 439], Speed: 166.247 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 449], Speed: 168.084 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 459], Speed: 155.182 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 469], Speed: 162.184 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 479], Speed: 151.311 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 489], Speed: 159.285 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 499], Speed: 169.136 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 509], Speed: 164.883 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 519], Speed: 146.787 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 529], Speed: 154.361 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 539], Speed: 151.055 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 549], Speed: 153.183 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.719 [Epoch 87][Batch 559], Speed: 166.337 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 569], Speed: 166.451 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 579], Speed: 135.804 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 589], Speed: 159.577 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 599], Speed: 156.515 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 609], Speed: 163.381 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 619], Speed: 170.980 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 629], Speed: 156.779 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 639], Speed: 153.370 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 649], Speed: 156.270 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 659], Speed: 166.422 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 669], Speed: 164.794 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 679], Speed: 164.720 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 689], Speed: 165.036 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 699], Speed: 152.212 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 709], Speed: 156.741 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 719], Speed: 143.619 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 729], Speed: 167.950 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 739], Speed: 140.631 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 749], Speed: 165.603 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 759], Speed: 158.858 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 769], Speed: 163.077 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 779], Speed: 159.703 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 789], Speed: 161.149 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 799], Speed: 162.082 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 809], Speed: 160.444 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 819], Speed: 157.282 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 829], Speed: 166.429 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 839], Speed: 156.784 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.718 [Epoch 87][Batch 849], Speed: 166.800 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 859], Speed: 165.806 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 869], Speed: 168.783 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 879], Speed: 149.047 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 889], Speed: 151.938 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 899], Speed: 147.784 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 909], Speed: 153.194 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 919], Speed: 158.787 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 929], Speed: 153.175 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 939], Speed: 164.479 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 949], Speed: 145.622 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 959], Speed: 163.263 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 969], Speed: 169.677 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 979], Speed: 162.319 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 989], Speed: 170.396 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 999], Speed: 145.307 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1009], Speed: 159.593 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1019], Speed: 164.734 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1029], Speed: 163.534 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1039], Speed: 162.945 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1049], Speed: 165.432 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1059], Speed: 155.634 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1069], Speed: 149.362 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1079], Speed: 150.219 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1089], Speed: 167.768 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1099], Speed: 168.736 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1109], Speed: 161.644 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1119], Speed: 160.227 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1129], Speed: 147.339 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1139], Speed: 148.611 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.717 [Epoch 87][Batch 1149], Speed: 151.986 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 87][Batch 1159], Speed: 176.520 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 87][Batch 1169], Speed: 157.614 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 87][Batch 1179], Speed: 160.938 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 87][Batch 1189], Speed: 151.054 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 87][Batch 1199], Speed: 165.989 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 87][Batch 1209], Speed: 164.989 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 87][Batch 1219], Speed: 167.804 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 87] Training cost: 757.077, WHL1=0.244, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 88][Batch 9], Speed: 169.356 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.221, HeatmapFocal=1.716 [Epoch 88][Batch 19], Speed: 164.244 samples/sec, LR=0.000375, WHL1=0.232, CenterRegL1=0.222, HeatmapFocal=1.716 [Epoch 88][Batch 29], Speed: 166.511 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 88][Batch 39], Speed: 158.638 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 49], Speed: 154.509 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 59], Speed: 154.489 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 69], Speed: 165.813 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 79], Speed: 164.819 samples/sec, LR=0.000375, WHL1=0.244, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 89], Speed: 170.115 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 99], Speed: 136.405 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 109], Speed: 160.115 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 119], Speed: 153.381 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 129], Speed: 171.168 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 139], Speed: 165.012 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 149], Speed: 176.623 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 159], Speed: 158.967 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 169], Speed: 147.957 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 88][Batch 179], Speed: 142.597 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.716 [Epoch 88][Batch 189], Speed: 167.263 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 199], Speed: 174.430 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 209], Speed: 170.225 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.224, HeatmapFocal=1.716 [Epoch 88][Batch 219], Speed: 146.098 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 229], Speed: 159.098 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 239], Speed: 155.859 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 249], Speed: 169.656 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 259], Speed: 165.908 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 269], Speed: 142.543 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 279], Speed: 161.178 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 289], Speed: 163.119 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 299], Speed: 155.951 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 309], Speed: 170.096 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 319], Speed: 170.921 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 329], Speed: 152.830 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 339], Speed: 140.281 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 349], Speed: 154.414 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 359], Speed: 164.410 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 369], Speed: 157.785 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 379], Speed: 158.344 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 389], Speed: 153.139 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 399], Speed: 153.141 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 409], Speed: 153.887 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 419], Speed: 157.657 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 429], Speed: 164.573 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 439], Speed: 150.081 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 449], Speed: 156.228 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 459], Speed: 154.469 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 469], Speed: 160.696 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 479], Speed: 155.207 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 489], Speed: 167.072 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 499], Speed: 160.001 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.715 [Epoch 88][Batch 509], Speed: 160.637 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 519], Speed: 155.929 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 529], Speed: 160.897 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 539], Speed: 143.894 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 549], Speed: 154.672 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 559], Speed: 169.150 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 569], Speed: 168.010 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 579], Speed: 156.008 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 589], Speed: 150.141 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 599], Speed: 146.872 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 609], Speed: 159.042 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 619], Speed: 157.407 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 629], Speed: 146.361 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 639], Speed: 135.274 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 649], Speed: 157.549 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 659], Speed: 151.620 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 669], Speed: 155.391 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 679], Speed: 171.138 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 689], Speed: 161.876 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 699], Speed: 170.478 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 709], Speed: 138.615 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 719], Speed: 163.330 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 729], Speed: 162.505 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 739], Speed: 154.667 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 749], Speed: 166.792 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 759], Speed: 148.551 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 769], Speed: 160.613 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 779], Speed: 151.418 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 789], Speed: 162.448 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 799], Speed: 164.960 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.714 [Epoch 88][Batch 809], Speed: 133.716 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 819], Speed: 147.536 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 829], Speed: 159.202 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 839], Speed: 156.875 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 849], Speed: 149.249 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 859], Speed: 150.208 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 869], Speed: 158.224 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 879], Speed: 153.963 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 889], Speed: 164.472 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 899], Speed: 161.146 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 909], Speed: 166.738 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 919], Speed: 160.041 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 929], Speed: 162.338 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 939], Speed: 161.353 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 949], Speed: 155.328 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 959], Speed: 169.821 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 969], Speed: 158.362 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 979], Speed: 163.541 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 989], Speed: 157.678 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 999], Speed: 162.009 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1009], Speed: 150.307 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1019], Speed: 143.579 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1029], Speed: 156.683 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1039], Speed: 162.332 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1049], Speed: 157.758 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1059], Speed: 156.182 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1069], Speed: 151.824 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1079], Speed: 154.572 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1089], Speed: 153.790 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1099], Speed: 155.210 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.713 [Epoch 88][Batch 1109], Speed: 153.909 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1119], Speed: 163.914 samples/sec, LR=0.000375, WHL1=0.242, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1129], Speed: 172.108 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1139], Speed: 164.201 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1149], Speed: 154.540 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1159], Speed: 157.549 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1169], Speed: 171.407 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1179], Speed: 160.122 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1189], Speed: 163.080 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1199], Speed: 163.364 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1209], Speed: 153.814 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88][Batch 1219], Speed: 166.715 samples/sec, LR=0.000375, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 88] Training cost: 757.547, WHL1=0.243, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 9], Speed: 165.169 samples/sec, LR=0.000375, WHL1=0.237, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 19], Speed: 173.384 samples/sec, LR=0.000375, WHL1=0.235, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 29], Speed: 169.774 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.224, HeatmapFocal=1.712 [Epoch 89][Batch 39], Speed: 162.955 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 49], Speed: 139.223 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 59], Speed: 157.363 samples/sec, LR=0.000375, WHL1=0.236, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 69], Speed: 157.331 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 79], Speed: 156.577 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 89], Speed: 167.697 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 99], Speed: 148.184 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 109], Speed: 126.503 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 119], Speed: 160.579 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 129], Speed: 169.857 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 139], Speed: 170.715 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 149], Speed: 169.387 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 159], Speed: 153.657 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 169], Speed: 155.839 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 179], Speed: 157.660 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.712 [Epoch 89][Batch 189], Speed: 165.614 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 199], Speed: 169.741 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 209], Speed: 151.149 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 219], Speed: 159.937 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 229], Speed: 163.001 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 239], Speed: 141.584 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 249], Speed: 160.615 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 259], Speed: 159.111 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 269], Speed: 154.847 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 279], Speed: 154.212 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 289], Speed: 158.097 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 299], Speed: 153.059 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 309], Speed: 156.999 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 319], Speed: 162.238 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 329], Speed: 153.558 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 339], Speed: 145.932 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 349], Speed: 141.882 samples/sec, LR=0.000375, WHL1=0.238, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 359], Speed: 152.420 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 369], Speed: 165.992 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 379], Speed: 171.353 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 389], Speed: 143.576 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 399], Speed: 147.289 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 409], Speed: 152.649 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 419], Speed: 161.292 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 429], Speed: 166.471 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 439], Speed: 157.857 samples/sec, LR=0.000375, WHL1=0.239, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 449], Speed: 160.852 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 459], Speed: 148.831 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 469], Speed: 157.084 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.711 [Epoch 89][Batch 479], Speed: 163.523 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 489], Speed: 161.692 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 499], Speed: 152.339 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 509], Speed: 145.133 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 519], Speed: 137.851 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 529], Speed: 161.508 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 539], Speed: 158.004 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 549], Speed: 167.860 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 559], Speed: 169.417 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 569], Speed: 169.818 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 579], Speed: 158.915 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 589], Speed: 150.317 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 599], Speed: 150.825 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 609], Speed: 163.489 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 619], Speed: 165.928 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 629], Speed: 158.682 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 639], Speed: 139.372 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 649], Speed: 157.782 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 659], Speed: 141.915 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 669], Speed: 163.103 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 679], Speed: 165.793 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 689], Speed: 155.103 samples/sec, LR=0.000375, WHL1=0.240, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 699], Speed: 147.898 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 709], Speed: 142.424 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 719], Speed: 153.145 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 729], Speed: 157.042 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 739], Speed: 166.638 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 749], Speed: 153.691 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 759], Speed: 157.669 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 769], Speed: 163.838 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 779], Speed: 156.682 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.710 [Epoch 89][Batch 789], Speed: 166.952 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 799], Speed: 158.586 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 809], Speed: 162.229 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 819], Speed: 153.514 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 829], Speed: 155.282 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 839], Speed: 163.777 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 849], Speed: 165.787 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 859], Speed: 163.278 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 869], Speed: 156.456 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 879], Speed: 145.957 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 889], Speed: 167.746 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 899], Speed: 151.443 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 909], Speed: 163.584 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 919], Speed: 162.139 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 929], Speed: 155.946 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 939], Speed: 147.741 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 949], Speed: 159.837 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 959], Speed: 147.194 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 969], Speed: 163.719 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 979], Speed: 165.520 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 989], Speed: 143.207 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 999], Speed: 161.574 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 1009], Speed: 157.087 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 1019], Speed: 160.159 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 1029], Speed: 163.774 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 1039], Speed: 167.718 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 1049], Speed: 164.601 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 1059], Speed: 157.805 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 1069], Speed: 158.451 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 1079], Speed: 160.874 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 1089], Speed: 162.742 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.709 [Epoch 89][Batch 1099], Speed: 168.258 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1109], Speed: 152.269 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1119], Speed: 176.510 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1129], Speed: 164.843 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1139], Speed: 176.191 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1149], Speed: 169.518 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1159], Speed: 158.533 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1169], Speed: 149.107 samples/sec, LR=0.000375, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1179], Speed: 173.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1189], Speed: 159.936 samples/sec, LR=3.7500000000000003e-05, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1199], Speed: 159.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1209], Speed: 169.602 samples/sec, LR=3.7500000000000003e-05, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89][Batch 1219], Speed: 149.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 89] Training cost: 758.819, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 9], Speed: 169.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.240, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 90][Batch 19], Speed: 171.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.241, CenterRegL1=0.223, HeatmapFocal=1.708 [Epoch 90][Batch 29], Speed: 164.211 samples/sec, LR=3.7500000000000003e-05, WHL1=0.236, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 90][Batch 39], Speed: 156.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.237, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 90][Batch 49], Speed: 167.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.235, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 90][Batch 59], Speed: 166.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 90][Batch 69], Speed: 164.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 90][Batch 79], Speed: 168.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 90][Batch 89], Speed: 161.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.233, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 90][Batch 99], Speed: 159.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.232, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 90][Batch 109], Speed: 159.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 90][Batch 119], Speed: 142.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 90][Batch 129], Speed: 167.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.221, HeatmapFocal=1.708 [Epoch 90][Batch 139], Speed: 169.877 samples/sec, LR=3.7500000000000003e-05, WHL1=0.230, CenterRegL1=0.222, HeatmapFocal=1.708 [Epoch 90][Batch 149], Speed: 172.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 90][Batch 159], Speed: 153.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.229, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 90][Batch 169], Speed: 145.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 179], Speed: 166.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 189], Speed: 166.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 199], Speed: 166.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 209], Speed: 159.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 219], Speed: 155.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 229], Speed: 150.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.222, HeatmapFocal=1.707 [Epoch 90][Batch 239], Speed: 167.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 249], Speed: 169.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 259], Speed: 162.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 269], Speed: 172.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.228, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 279], Speed: 155.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 289], Speed: 155.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 299], Speed: 147.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 309], Speed: 161.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.227, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 319], Speed: 167.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 329], Speed: 159.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 339], Speed: 153.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 349], Speed: 166.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 359], Speed: 154.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 369], Speed: 166.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 379], Speed: 167.927 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 389], Speed: 161.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.225, CenterRegL1=0.221, HeatmapFocal=1.707 [Epoch 90][Batch 399], Speed: 156.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 409], Speed: 153.034 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 419], Speed: 157.828 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 429], Speed: 166.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 439], Speed: 164.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 449], Speed: 170.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 459], Speed: 161.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 469], Speed: 146.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 479], Speed: 165.645 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 489], Speed: 166.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 499], Speed: 170.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.224, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 509], Speed: 159.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 519], Speed: 149.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 529], Speed: 148.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 539], Speed: 160.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 549], Speed: 166.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 559], Speed: 163.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 569], Speed: 165.778 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 579], Speed: 159.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.223, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 589], Speed: 144.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 599], Speed: 157.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 609], Speed: 164.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 619], Speed: 165.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 629], Speed: 148.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.706 [Epoch 90][Batch 639], Speed: 137.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 649], Speed: 154.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 659], Speed: 159.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 669], Speed: 164.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 679], Speed: 170.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 689], Speed: 158.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 699], Speed: 151.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 709], Speed: 151.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 719], Speed: 148.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 729], Speed: 167.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 739], Speed: 160.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 749], Speed: 159.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 759], Speed: 133.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 769], Speed: 153.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 779], Speed: 161.600 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 789], Speed: 154.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 799], Speed: 149.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 809], Speed: 153.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 819], Speed: 156.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 829], Speed: 146.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 839], Speed: 163.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 849], Speed: 160.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 859], Speed: 166.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.705 [Epoch 90][Batch 869], Speed: 163.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 879], Speed: 148.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 889], Speed: 163.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 899], Speed: 163.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 909], Speed: 161.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 919], Speed: 172.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 929], Speed: 161.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 939], Speed: 158.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 949], Speed: 152.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 959], Speed: 143.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 969], Speed: 163.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 979], Speed: 156.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 989], Speed: 163.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 999], Speed: 146.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 1009], Speed: 128.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 1019], Speed: 148.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 1029], Speed: 148.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 1039], Speed: 157.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 1049], Speed: 167.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.221, HeatmapFocal=1.704 [Epoch 90][Batch 1059], Speed: 134.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.704 [Epoch 90][Batch 1069], Speed: 151.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.704 [Epoch 90][Batch 1079], Speed: 157.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.704 [Epoch 90][Batch 1089], Speed: 160.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.704 [Epoch 90][Batch 1099], Speed: 168.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.704 [Epoch 90][Batch 1109], Speed: 168.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1119], Speed: 159.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1129], Speed: 166.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1139], Speed: 159.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1149], Speed: 157.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1159], Speed: 146.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1169], Speed: 153.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1179], Speed: 153.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1189], Speed: 161.047 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1199], Speed: 157.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.221, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1209], Speed: 160.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90][Batch 1219], Speed: 176.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.220, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90] Training cost: 757.805, WHL1=0.220, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 90] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.325 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.510 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.340 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.112 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.360 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.501 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.283 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.436 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.175 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.670 person=42.9 bicycle=21.6 car=27.8 motorcycle=35.7 airplane=54.3 bus=57.3 train=59.6 truck=27.2 boat=17.0 traffic light=16.9 fire hydrant=58.3 stop sign=56.3 parking meter=40.3 bench=18.4 bird=25.8 cat=62.4 dog=57.1 horse=49.7 sheep=41.7 cow=42.0 elephant=59.6 bear=65.4 zebra=61.3 giraffe=64.0 backpack=8.5 umbrella=31.7 handbag=8.7 tie=22.1 suitcase=28.8 frisbee=45.9 skis=16.2 snowboard=22.7 sports ball=27.4 kite=27.9 baseball bat=20.6 baseball glove=25.8 skateboard=41.8 surfboard=26.3 tennis racket=36.4 bottle=24.3 wine glass=23.3 cup=29.0 fork=22.4 knife=9.4 spoon=11.1 bowl=31.0 banana=16.3 apple=14.2 sandwich=30.7 orange=26.8 broccoli=17.4 carrot=16.6 hot dog=26.0 pizza=41.5 donut=35.0 cake=29.5 chair=21.1 couch=40.0 potted plant=21.0 bed=36.3 dining table=22.1 toilet=54.7 tv=49.3 laptop=52.0 mouse=46.3 remote=16.0 keyboard=40.6 cell phone=23.3 microwave=47.7 oven=28.1 toaster=13.8 sink=31.7 refrigerator=47.5 book=5.9 clock=40.0 vase=28.7 scissors=19.4 teddy bear=39.2 hair drier=0.7 toothbrush=15.0 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =32.5 [Epoch 91][Batch 9], Speed: 171.075 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.703 [Epoch 91][Batch 19], Speed: 159.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.219, HeatmapFocal=1.703 [Epoch 91][Batch 29], Speed: 154.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.703 [Epoch 91][Batch 39], Speed: 159.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.703 [Epoch 91][Batch 49], Speed: 154.362 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 91][Batch 59], Speed: 168.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 91][Batch 69], Speed: 168.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 91][Batch 79], Speed: 168.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 91][Batch 89], Speed: 157.534 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 91][Batch 99], Speed: 173.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.703 [Epoch 91][Batch 109], Speed: 161.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 119], Speed: 154.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 129], Speed: 171.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 139], Speed: 174.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 149], Speed: 170.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 159], Speed: 152.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 169], Speed: 148.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 179], Speed: 163.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 189], Speed: 155.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 199], Speed: 163.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 209], Speed: 157.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.213, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 219], Speed: 157.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 229], Speed: 157.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 239], Speed: 145.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 249], Speed: 171.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 259], Speed: 159.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 269], Speed: 161.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 279], Speed: 134.696 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.702 [Epoch 91][Batch 289], Speed: 152.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.702 [Epoch 91][Batch 299], Speed: 152.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 309], Speed: 166.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 319], Speed: 163.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 329], Speed: 168.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.702 [Epoch 91][Batch 339], Speed: 161.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.701 [Epoch 91][Batch 349], Speed: 151.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.701 [Epoch 91][Batch 359], Speed: 162.341 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.701 [Epoch 91][Batch 369], Speed: 164.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.701 [Epoch 91][Batch 379], Speed: 165.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.701 [Epoch 91][Batch 389], Speed: 154.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.701 [Epoch 91][Batch 399], Speed: 149.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.220, HeatmapFocal=1.701 [Epoch 91][Batch 409], Speed: 155.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 419], Speed: 164.957 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 429], Speed: 160.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 439], Speed: 159.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 449], Speed: 173.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 459], Speed: 150.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 469], Speed: 151.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 479], Speed: 152.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 489], Speed: 164.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 499], Speed: 164.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.217, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 509], Speed: 163.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 519], Speed: 159.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 529], Speed: 131.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 539], Speed: 157.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 549], Speed: 165.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 559], Speed: 162.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.701 [Epoch 91][Batch 569], Speed: 151.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 579], Speed: 144.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 589], Speed: 159.251 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 599], Speed: 163.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 609], Speed: 170.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 619], Speed: 163.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 629], Speed: 170.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 639], Speed: 151.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 649], Speed: 159.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.216, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 659], Speed: 154.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 669], Speed: 167.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 679], Speed: 147.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 689], Speed: 155.167 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 699], Speed: 161.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 709], Speed: 158.412 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 719], Speed: 169.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 729], Speed: 158.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 739], Speed: 159.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 749], Speed: 164.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 759], Speed: 129.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 769], Speed: 162.407 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 779], Speed: 162.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.700 [Epoch 91][Batch 789], Speed: 153.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 799], Speed: 159.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 809], Speed: 162.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 819], Speed: 155.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 829], Speed: 162.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 839], Speed: 157.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 849], Speed: 163.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 859], Speed: 163.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 869], Speed: 155.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 879], Speed: 152.970 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 889], Speed: 147.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 899], Speed: 135.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 909], Speed: 167.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 919], Speed: 163.286 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 929], Speed: 167.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 939], Speed: 148.545 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 949], Speed: 152.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 959], Speed: 121.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 969], Speed: 160.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 979], Speed: 159.165 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 989], Speed: 165.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 999], Speed: 146.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 1009], Speed: 149.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.699 [Epoch 91][Batch 1019], Speed: 155.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1029], Speed: 164.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1039], Speed: 157.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1049], Speed: 162.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1059], Speed: 150.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1069], Speed: 168.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1079], Speed: 129.015 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1089], Speed: 166.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1099], Speed: 163.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1109], Speed: 157.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1119], Speed: 156.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1129], Speed: 153.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1139], Speed: 153.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1149], Speed: 150.648 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1159], Speed: 145.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1169], Speed: 155.004 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1179], Speed: 152.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1189], Speed: 149.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1199], Speed: 145.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1209], Speed: 172.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91][Batch 1219], Speed: 162.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 91] Training cost: 757.096, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 92][Batch 9], Speed: 156.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.226, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 92][Batch 19], Speed: 159.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.698 [Epoch 92][Batch 29], Speed: 153.251 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 39], Speed: 167.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.220, HeatmapFocal=1.697 [Epoch 92][Batch 49], Speed: 143.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 59], Speed: 163.947 samples/sec, LR=3.7500000000000003e-05, WHL1=0.215, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 69], Speed: 160.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 79], Speed: 140.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.214, CenterRegL1=0.220, HeatmapFocal=1.697 [Epoch 92][Batch 89], Speed: 163.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 99], Speed: 173.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 109], Speed: 159.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 119], Speed: 143.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 129], Speed: 157.721 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 139], Speed: 149.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 149], Speed: 156.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 159], Speed: 160.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 169], Speed: 154.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 179], Speed: 164.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 189], Speed: 161.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 199], Speed: 157.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 209], Speed: 144.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 219], Speed: 152.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 229], Speed: 159.381 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 239], Speed: 154.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.697 [Epoch 92][Batch 249], Speed: 162.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 259], Speed: 147.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 269], Speed: 156.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 279], Speed: 158.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 289], Speed: 147.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 299], Speed: 161.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 309], Speed: 165.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 319], Speed: 160.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 329], Speed: 159.396 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 339], Speed: 148.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 349], Speed: 146.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 359], Speed: 151.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 369], Speed: 158.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 379], Speed: 163.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 389], Speed: 147.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 399], Speed: 152.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 409], Speed: 168.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 419], Speed: 157.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 429], Speed: 164.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 439], Speed: 152.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 449], Speed: 157.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 459], Speed: 150.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.696 [Epoch 92][Batch 469], Speed: 147.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 479], Speed: 158.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 489], Speed: 166.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 499], Speed: 158.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 509], Speed: 164.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 519], Speed: 147.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 529], Speed: 154.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 539], Speed: 153.398 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 549], Speed: 171.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 559], Speed: 159.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 569], Speed: 151.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 579], Speed: 148.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 589], Speed: 158.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 599], Speed: 162.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 609], Speed: 166.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 619], Speed: 153.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 629], Speed: 148.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 639], Speed: 148.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 649], Speed: 145.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 659], Speed: 160.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 669], Speed: 169.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 679], Speed: 158.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 689], Speed: 152.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.695 [Epoch 92][Batch 699], Speed: 151.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 709], Speed: 150.362 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 719], Speed: 148.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 729], Speed: 163.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 739], Speed: 161.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 749], Speed: 145.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 759], Speed: 155.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 769], Speed: 144.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 779], Speed: 150.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 789], Speed: 165.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 799], Speed: 163.484 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 809], Speed: 159.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 819], Speed: 154.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 829], Speed: 152.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 839], Speed: 168.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 849], Speed: 155.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.212, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 859], Speed: 150.225 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 869], Speed: 148.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 879], Speed: 154.341 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 889], Speed: 144.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 899], Speed: 154.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 909], Speed: 164.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.694 [Epoch 92][Batch 919], Speed: 163.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 929], Speed: 149.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 939], Speed: 159.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 949], Speed: 146.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 959], Speed: 159.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 969], Speed: 166.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 979], Speed: 155.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 989], Speed: 154.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 999], Speed: 156.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1009], Speed: 153.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1019], Speed: 159.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1029], Speed: 164.189 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1039], Speed: 167.410 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1049], Speed: 165.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1059], Speed: 155.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1069], Speed: 167.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1079], Speed: 150.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1089], Speed: 165.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1099], Speed: 150.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1109], Speed: 164.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1119], Speed: 155.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1129], Speed: 163.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1139], Speed: 154.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.693 [Epoch 92][Batch 1149], Speed: 150.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.692 [Epoch 92][Batch 1159], Speed: 162.801 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.692 [Epoch 92][Batch 1169], Speed: 170.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.692 [Epoch 92][Batch 1179], Speed: 162.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.692 [Epoch 92][Batch 1189], Speed: 165.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.692 [Epoch 92][Batch 1199], Speed: 173.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.692 [Epoch 92][Batch 1209], Speed: 159.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.692 [Epoch 92][Batch 1219], Speed: 165.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.692 [Epoch 92] Training cost: 762.856, WHL1=0.211, CenterRegL1=0.219, HeatmapFocal=1.692 [Epoch 93][Batch 9], Speed: 173.875 samples/sec, LR=3.7500000000000003e-05, WHL1=0.222, CenterRegL1=0.217, HeatmapFocal=1.692 [Epoch 93][Batch 19], Speed: 166.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 29], Speed: 164.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.210, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 39], Speed: 141.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.209, CenterRegL1=0.217, HeatmapFocal=1.692 [Epoch 93][Batch 49], Speed: 157.475 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 59], Speed: 157.090 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 69], Speed: 168.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 79], Speed: 168.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 89], Speed: 149.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 99], Speed: 156.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 109], Speed: 156.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 119], Speed: 149.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 129], Speed: 165.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 139], Speed: 164.996 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.692 [Epoch 93][Batch 149], Speed: 161.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 159], Speed: 152.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 169], Speed: 146.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 179], Speed: 149.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 189], Speed: 163.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 199], Speed: 142.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 209], Speed: 142.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 219], Speed: 156.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 229], Speed: 158.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 239], Speed: 150.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 249], Speed: 141.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 259], Speed: 154.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 269], Speed: 151.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 279], Speed: 154.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 289], Speed: 151.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 299], Speed: 156.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 309], Speed: 148.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 319], Speed: 161.123 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 329], Speed: 161.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 339], Speed: 151.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 349], Speed: 152.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 359], Speed: 155.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.691 [Epoch 93][Batch 369], Speed: 163.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 379], Speed: 163.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 389], Speed: 141.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 399], Speed: 149.211 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 409], Speed: 138.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 419], Speed: 152.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 429], Speed: 166.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 439], Speed: 163.398 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 449], Speed: 153.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.690 [Epoch 93][Batch 459], Speed: 146.387 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.690 [Epoch 93][Batch 469], Speed: 159.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.690 [Epoch 93][Batch 479], Speed: 144.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.690 [Epoch 93][Batch 489], Speed: 163.542 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 499], Speed: 166.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 509], Speed: 155.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 519], Speed: 155.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.690 [Epoch 93][Batch 529], Speed: 142.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.690 [Epoch 93][Batch 539], Speed: 148.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.690 [Epoch 93][Batch 549], Speed: 154.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.690 [Epoch 93][Batch 559], Speed: 165.602 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.690 [Epoch 93][Batch 569], Speed: 154.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 579], Speed: 140.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.690 [Epoch 93][Batch 589], Speed: 158.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.689 [Epoch 93][Batch 599], Speed: 150.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.689 [Epoch 93][Batch 609], Speed: 162.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.689 [Epoch 93][Batch 619], Speed: 167.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.689 [Epoch 93][Batch 629], Speed: 160.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 639], Speed: 146.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.689 [Epoch 93][Batch 649], Speed: 154.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.689 [Epoch 93][Batch 659], Speed: 163.600 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.689 [Epoch 93][Batch 669], Speed: 162.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 679], Speed: 169.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 689], Speed: 156.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 699], Speed: 145.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 709], Speed: 163.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 719], Speed: 147.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 729], Speed: 165.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 739], Speed: 156.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 749], Speed: 148.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 759], Speed: 157.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 769], Speed: 154.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 779], Speed: 165.486 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 789], Speed: 153.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 799], Speed: 166.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 809], Speed: 154.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.689 [Epoch 93][Batch 819], Speed: 159.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 829], Speed: 151.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.688 [Epoch 93][Batch 839], Speed: 162.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 849], Speed: 160.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 859], Speed: 156.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 869], Speed: 153.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 879], Speed: 148.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 889], Speed: 140.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 899], Speed: 161.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 909], Speed: 168.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 919], Speed: 166.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 929], Speed: 158.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 939], Speed: 158.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 949], Speed: 159.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 959], Speed: 136.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 969], Speed: 154.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 979], Speed: 164.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 989], Speed: 156.251 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 999], Speed: 150.735 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.688 [Epoch 93][Batch 1009], Speed: 150.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.688 [Epoch 93][Batch 1019], Speed: 149.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.688 [Epoch 93][Batch 1029], Speed: 163.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.688 [Epoch 93][Batch 1039], Speed: 153.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1049], Speed: 161.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1059], Speed: 156.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1069], Speed: 159.345 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1079], Speed: 145.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.687 [Epoch 93][Batch 1089], Speed: 167.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.687 [Epoch 93][Batch 1099], Speed: 162.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1109], Speed: 153.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1119], Speed: 170.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1129], Speed: 171.662 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1139], Speed: 153.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1149], Speed: 148.471 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.687 [Epoch 93][Batch 1159], Speed: 153.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1169], Speed: 171.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1179], Speed: 152.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1189], Speed: 164.861 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 93][Batch 1199], Speed: 155.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.687 [Epoch 93][Batch 1209], Speed: 167.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.687 [Epoch 93][Batch 1219], Speed: 164.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.687 [Epoch 93] Training cost: 761.419, WHL1=0.208, CenterRegL1=0.218, HeatmapFocal=1.687 [Epoch 94][Batch 9], Speed: 162.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.687 [Epoch 94][Batch 19], Speed: 171.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.687 [Epoch 94][Batch 29], Speed: 164.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.219, HeatmapFocal=1.687 [Epoch 94][Batch 39], Speed: 150.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.219, HeatmapFocal=1.686 [Epoch 94][Batch 49], Speed: 162.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.219, HeatmapFocal=1.686 [Epoch 94][Batch 59], Speed: 160.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 69], Speed: 168.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 79], Speed: 170.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 89], Speed: 170.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 99], Speed: 159.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 109], Speed: 150.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 119], Speed: 155.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 129], Speed: 153.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 139], Speed: 164.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 149], Speed: 163.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 159], Speed: 149.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 169], Speed: 152.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 179], Speed: 151.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 189], Speed: 154.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 199], Speed: 159.525 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 209], Speed: 153.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 219], Speed: 154.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 229], Speed: 121.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 239], Speed: 150.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 249], Speed: 160.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 259], Speed: 151.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.686 [Epoch 94][Batch 269], Speed: 168.065 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 279], Speed: 142.153 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 289], Speed: 145.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 299], Speed: 130.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 309], Speed: 163.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 319], Speed: 164.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 329], Speed: 166.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 339], Speed: 153.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 349], Speed: 160.552 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 359], Speed: 161.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 369], Speed: 157.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 379], Speed: 169.910 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 389], Speed: 168.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 399], Speed: 153.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 409], Speed: 144.341 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 419], Speed: 154.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.685 [Epoch 94][Batch 429], Speed: 163.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.685 [Epoch 94][Batch 439], Speed: 157.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.685 [Epoch 94][Batch 449], Speed: 160.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.685 [Epoch 94][Batch 459], Speed: 145.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.685 [Epoch 94][Batch 469], Speed: 161.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.685 [Epoch 94][Batch 479], Speed: 160.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.685 [Epoch 94][Batch 489], Speed: 162.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.684 [Epoch 94][Batch 499], Speed: 157.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.684 [Epoch 94][Batch 509], Speed: 167.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.684 [Epoch 94][Batch 519], Speed: 151.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.684 [Epoch 94][Batch 529], Speed: 161.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.684 [Epoch 94][Batch 539], Speed: 156.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.684 [Epoch 94][Batch 549], Speed: 165.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.684 [Epoch 94][Batch 559], Speed: 161.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 569], Speed: 167.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 579], Speed: 159.015 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 589], Speed: 153.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 599], Speed: 158.542 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 609], Speed: 165.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 619], Speed: 168.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 629], Speed: 160.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 639], Speed: 159.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 649], Speed: 163.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 659], Speed: 171.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 669], Speed: 162.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 679], Speed: 163.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 689], Speed: 168.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 699], Speed: 158.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.684 [Epoch 94][Batch 709], Speed: 164.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 719], Speed: 143.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 729], Speed: 145.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 739], Speed: 149.911 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 749], Speed: 158.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 759], Speed: 130.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 769], Speed: 150.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 779], Speed: 145.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 789], Speed: 167.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 799], Speed: 157.481 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 809], Speed: 159.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 819], Speed: 143.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 829], Speed: 169.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 839], Speed: 141.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 849], Speed: 155.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 859], Speed: 157.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 869], Speed: 171.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 879], Speed: 154.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 889], Speed: 167.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 899], Speed: 159.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 909], Speed: 156.410 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 919], Speed: 165.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 929], Speed: 159.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.683 [Epoch 94][Batch 939], Speed: 147.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 949], Speed: 166.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 959], Speed: 160.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 969], Speed: 158.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 979], Speed: 164.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 989], Speed: 170.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 999], Speed: 158.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 1009], Speed: 164.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 1019], Speed: 164.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 1029], Speed: 156.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 1039], Speed: 164.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 1049], Speed: 162.748 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.682 [Epoch 94][Batch 1059], Speed: 155.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.682 [Epoch 94][Batch 1069], Speed: 163.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.682 [Epoch 94][Batch 1079], Speed: 156.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.682 [Epoch 94][Batch 1089], Speed: 155.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.682 [Epoch 94][Batch 1099], Speed: 157.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.682 [Epoch 94][Batch 1109], Speed: 163.003 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.219, HeatmapFocal=1.682 [Epoch 94][Batch 1119], Speed: 162.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.682 [Epoch 94][Batch 1129], Speed: 158.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.682 [Epoch 94][Batch 1139], Speed: 152.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.682 [Epoch 94][Batch 1149], Speed: 150.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.682 [Epoch 94][Batch 1159], Speed: 163.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.681 [Epoch 94][Batch 1169], Speed: 168.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.681 [Epoch 94][Batch 1179], Speed: 158.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.681 [Epoch 94][Batch 1189], Speed: 163.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.681 [Epoch 94][Batch 1199], Speed: 157.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.681 [Epoch 94][Batch 1209], Speed: 153.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.219, HeatmapFocal=1.681 [Epoch 94][Batch 1219], Speed: 158.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 94] Training cost: 762.966, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 9], Speed: 159.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.220, HeatmapFocal=1.681 [Epoch 95][Batch 19], Speed: 152.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.681 [Epoch 95][Batch 29], Speed: 163.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.219, HeatmapFocal=1.681 [Epoch 95][Batch 39], Speed: 149.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 49], Speed: 153.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 59], Speed: 157.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 69], Speed: 164.226 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 79], Speed: 159.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 89], Speed: 172.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 99], Speed: 155.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 109], Speed: 148.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 119], Speed: 148.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 129], Speed: 165.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 139], Speed: 161.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 149], Speed: 160.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 159], Speed: 140.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.681 [Epoch 95][Batch 169], Speed: 140.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 179], Speed: 144.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 189], Speed: 171.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 199], Speed: 153.559 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 209], Speed: 164.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 219], Speed: 165.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 229], Speed: 149.721 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 239], Speed: 152.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 249], Speed: 164.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 259], Speed: 151.576 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 269], Speed: 161.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 279], Speed: 164.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 289], Speed: 156.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 299], Speed: 161.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 309], Speed: 170.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 319], Speed: 166.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 329], Speed: 168.920 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 339], Speed: 165.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 349], Speed: 141.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 359], Speed: 151.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 369], Speed: 160.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 379], Speed: 166.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.680 [Epoch 95][Batch 389], Speed: 158.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 399], Speed: 153.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 409], Speed: 149.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 419], Speed: 153.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 429], Speed: 159.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 439], Speed: 158.744 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 449], Speed: 167.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 459], Speed: 166.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 469], Speed: 157.249 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 479], Speed: 141.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 489], Speed: 163.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 499], Speed: 148.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 509], Speed: 126.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 519], Speed: 166.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 529], Speed: 158.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 539], Speed: 153.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 549], Speed: 160.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 559], Speed: 151.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 569], Speed: 168.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 579], Speed: 156.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 589], Speed: 155.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 599], Speed: 158.791 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 609], Speed: 157.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.679 [Epoch 95][Batch 619], Speed: 164.320 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 629], Speed: 166.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 639], Speed: 159.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 649], Speed: 161.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 659], Speed: 155.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 669], Speed: 163.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 679], Speed: 167.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 689], Speed: 160.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 699], Speed: 160.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 709], Speed: 156.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 719], Speed: 150.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 729], Speed: 170.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 739], Speed: 168.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 749], Speed: 161.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 759], Speed: 169.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 769], Speed: 151.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 779], Speed: 149.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 789], Speed: 149.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 799], Speed: 156.519 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 809], Speed: 156.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 819], Speed: 163.003 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 829], Speed: 149.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.678 [Epoch 95][Batch 839], Speed: 158.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 849], Speed: 145.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 859], Speed: 162.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 869], Speed: 162.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.206, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 879], Speed: 153.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 889], Speed: 153.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 899], Speed: 133.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 909], Speed: 166.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 919], Speed: 164.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 929], Speed: 164.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 939], Speed: 171.011 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 949], Speed: 153.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 959], Speed: 150.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 969], Speed: 148.775 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 979], Speed: 153.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 989], Speed: 169.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 999], Speed: 162.154 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 1009], Speed: 146.287 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 1019], Speed: 152.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 1029], Speed: 165.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 1039], Speed: 162.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 1049], Speed: 153.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 1059], Speed: 163.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.677 [Epoch 95][Batch 1069], Speed: 151.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1079], Speed: 151.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1089], Speed: 161.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1099], Speed: 167.801 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1109], Speed: 177.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1119], Speed: 170.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1129], Speed: 169.228 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1139], Speed: 174.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1149], Speed: 152.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1159], Speed: 164.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1169], Speed: 166.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1179], Speed: 157.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1189], Speed: 160.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1199], Speed: 165.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1209], Speed: 162.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95][Batch 1219], Speed: 166.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 95] Training cost: 763.606, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 96][Batch 9], Speed: 155.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.207, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 96][Batch 19], Speed: 155.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.217, HeatmapFocal=1.676 [Epoch 96][Batch 29], Speed: 167.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 96][Batch 39], Speed: 152.761 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 96][Batch 49], Speed: 156.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.676 [Epoch 96][Batch 59], Speed: 160.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.217, HeatmapFocal=1.676 [Epoch 96][Batch 69], Speed: 169.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 79], Speed: 163.196 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 89], Speed: 157.139 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 99], Speed: 167.367 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 109], Speed: 149.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 119], Speed: 162.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 129], Speed: 146.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 139], Speed: 144.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 149], Speed: 175.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 159], Speed: 160.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 169], Speed: 147.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 179], Speed: 154.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 189], Speed: 148.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 199], Speed: 173.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 209], Speed: 170.309 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 219], Speed: 157.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 229], Speed: 141.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 239], Speed: 155.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 249], Speed: 147.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 259], Speed: 151.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 269], Speed: 162.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 279], Speed: 157.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 289], Speed: 146.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.675 [Epoch 96][Batch 299], Speed: 160.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 309], Speed: 168.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 319], Speed: 155.015 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 329], Speed: 158.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 339], Speed: 149.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 349], Speed: 152.920 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 359], Speed: 162.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 369], Speed: 171.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 379], Speed: 156.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 389], Speed: 167.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 399], Speed: 139.258 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 409], Speed: 155.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 419], Speed: 154.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 429], Speed: 176.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 439], Speed: 152.970 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 449], Speed: 164.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 459], Speed: 166.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 469], Speed: 150.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 479], Speed: 160.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 489], Speed: 161.974 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 499], Speed: 155.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 509], Speed: 156.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 519], Speed: 153.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.674 [Epoch 96][Batch 529], Speed: 151.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 539], Speed: 154.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 549], Speed: 168.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 559], Speed: 169.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 569], Speed: 163.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 579], Speed: 166.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 589], Speed: 141.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 599], Speed: 154.525 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 609], Speed: 167.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 619], Speed: 151.577 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 629], Speed: 164.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 639], Speed: 155.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 649], Speed: 150.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 659], Speed: 146.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 669], Speed: 151.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 679], Speed: 162.615 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 689], Speed: 151.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 699], Speed: 156.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 709], Speed: 148.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 719], Speed: 161.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 729], Speed: 154.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 739], Speed: 154.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 749], Speed: 167.026 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.673 [Epoch 96][Batch 759], Speed: 161.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 769], Speed: 155.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 779], Speed: 158.254 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 789], Speed: 172.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 799], Speed: 166.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 809], Speed: 155.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 819], Speed: 163.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 829], Speed: 150.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 839], Speed: 157.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 849], Speed: 168.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 859], Speed: 159.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 869], Speed: 169.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 879], Speed: 154.146 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 889], Speed: 156.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 899], Speed: 168.752 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 909], Speed: 168.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 919], Speed: 162.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 929], Speed: 158.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 939], Speed: 153.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 949], Speed: 148.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 959], Speed: 146.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 969], Speed: 161.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.672 [Epoch 96][Batch 979], Speed: 169.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 989], Speed: 163.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 999], Speed: 143.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1009], Speed: 144.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1019], Speed: 159.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1029], Speed: 171.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1039], Speed: 138.666 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1049], Speed: 161.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1059], Speed: 146.034 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1069], Speed: 160.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1079], Speed: 156.059 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1089], Speed: 166.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1099], Speed: 164.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1109], Speed: 163.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1119], Speed: 157.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1129], Speed: 153.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1139], Speed: 165.556 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1149], Speed: 148.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1159], Speed: 154.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1169], Speed: 175.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1179], Speed: 154.741 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1189], Speed: 145.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1199], Speed: 156.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.671 [Epoch 96][Batch 1209], Speed: 167.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 96][Batch 1219], Speed: 169.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 96] Training cost: 762.315, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 9], Speed: 171.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 19], Speed: 154.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.670 [Epoch 97][Batch 29], Speed: 156.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.217, HeatmapFocal=1.670 [Epoch 97][Batch 39], Speed: 152.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 49], Speed: 154.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.217, HeatmapFocal=1.670 [Epoch 97][Batch 59], Speed: 163.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.670 [Epoch 97][Batch 69], Speed: 166.684 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.217, HeatmapFocal=1.670 [Epoch 97][Batch 79], Speed: 157.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 89], Speed: 158.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 99], Speed: 153.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 109], Speed: 146.277 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 119], Speed: 161.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 129], Speed: 166.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 139], Speed: 164.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 149], Speed: 156.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 159], Speed: 151.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 169], Speed: 153.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 179], Speed: 148.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 189], Speed: 155.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 199], Speed: 159.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 209], Speed: 162.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.670 [Epoch 97][Batch 219], Speed: 156.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 229], Speed: 144.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 239], Speed: 154.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 249], Speed: 158.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 259], Speed: 144.023 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 269], Speed: 161.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 279], Speed: 157.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 289], Speed: 150.801 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 299], Speed: 145.333 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 309], Speed: 166.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 319], Speed: 158.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 329], Speed: 160.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 339], Speed: 153.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 349], Speed: 141.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 359], Speed: 161.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 369], Speed: 169.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 379], Speed: 156.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 389], Speed: 159.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 399], Speed: 152.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 409], Speed: 157.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 419], Speed: 155.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 429], Speed: 151.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.669 [Epoch 97][Batch 439], Speed: 139.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 449], Speed: 151.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 459], Speed: 156.501 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 469], Speed: 152.985 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 479], Speed: 161.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 489], Speed: 169.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 499], Speed: 145.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 509], Speed: 150.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 519], Speed: 163.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 529], Speed: 159.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 539], Speed: 150.552 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 549], Speed: 160.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 559], Speed: 151.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 569], Speed: 159.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 579], Speed: 156.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 589], Speed: 147.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 599], Speed: 157.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 609], Speed: 158.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 619], Speed: 152.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 629], Speed: 150.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 639], Speed: 158.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 649], Speed: 147.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 659], Speed: 154.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.668 [Epoch 97][Batch 669], Speed: 160.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 679], Speed: 143.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 689], Speed: 150.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 699], Speed: 165.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 709], Speed: 151.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 719], Speed: 155.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 729], Speed: 161.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 739], Speed: 149.724 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 749], Speed: 152.485 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 759], Speed: 167.227 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 769], Speed: 151.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 779], Speed: 159.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 789], Speed: 154.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 799], Speed: 172.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 809], Speed: 168.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 819], Speed: 167.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 829], Speed: 145.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 839], Speed: 153.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 849], Speed: 154.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 859], Speed: 153.931 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 869], Speed: 153.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 879], Speed: 167.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 889], Speed: 156.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.667 [Epoch 97][Batch 899], Speed: 150.044 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 909], Speed: 166.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 919], Speed: 165.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 929], Speed: 154.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 939], Speed: 159.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 949], Speed: 151.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 959], Speed: 161.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 969], Speed: 152.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 979], Speed: 165.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 989], Speed: 135.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 999], Speed: 144.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1009], Speed: 142.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1019], Speed: 146.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1029], Speed: 169.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1039], Speed: 153.736 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1049], Speed: 155.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1059], Speed: 145.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1069], Speed: 155.034 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1079], Speed: 158.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1089], Speed: 162.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1099], Speed: 166.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1109], Speed: 167.741 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1119], Speed: 160.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.666 [Epoch 97][Batch 1129], Speed: 153.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 97][Batch 1139], Speed: 167.799 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 97][Batch 1149], Speed: 169.526 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 97][Batch 1159], Speed: 151.426 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 97][Batch 1169], Speed: 156.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 97][Batch 1179], Speed: 175.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 97][Batch 1189], Speed: 168.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 97][Batch 1199], Speed: 175.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 97][Batch 1209], Speed: 174.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 97][Batch 1219], Speed: 148.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 97] Training cost: 761.521, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 98][Batch 9], Speed: 146.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.217, HeatmapFocal=1.665 [Epoch 98][Batch 19], Speed: 170.696 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.217, HeatmapFocal=1.665 [Epoch 98][Batch 29], Speed: 169.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.216, HeatmapFocal=1.665 [Epoch 98][Batch 39], Speed: 156.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.665 [Epoch 98][Batch 49], Speed: 151.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.665 [Epoch 98][Batch 59], Speed: 156.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.665 [Epoch 98][Batch 69], Speed: 155.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.665 [Epoch 98][Batch 79], Speed: 171.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.217, HeatmapFocal=1.665 [Epoch 98][Batch 89], Speed: 157.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.665 [Epoch 98][Batch 99], Speed: 162.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.665 [Epoch 98][Batch 109], Speed: 146.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.665 [Epoch 98][Batch 119], Speed: 153.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.665 [Epoch 98][Batch 129], Speed: 158.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.665 [Epoch 98][Batch 139], Speed: 153.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.664 [Epoch 98][Batch 149], Speed: 168.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 159], Speed: 171.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 169], Speed: 152.654 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 179], Speed: 158.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 189], Speed: 145.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 199], Speed: 168.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 209], Speed: 170.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 219], Speed: 153.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 229], Speed: 167.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 239], Speed: 162.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 249], Speed: 151.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 259], Speed: 168.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 269], Speed: 167.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 279], Speed: 161.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 289], Speed: 151.598 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 299], Speed: 150.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 309], Speed: 161.467 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 319], Speed: 162.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 329], Speed: 171.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 339], Speed: 166.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 349], Speed: 160.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.664 [Epoch 98][Batch 359], Speed: 150.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 369], Speed: 153.653 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 379], Speed: 168.721 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 389], Speed: 168.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 399], Speed: 149.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 409], Speed: 149.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 419], Speed: 147.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 429], Speed: 153.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 439], Speed: 162.468 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 449], Speed: 168.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 459], Speed: 163.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 469], Speed: 165.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 479], Speed: 154.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 489], Speed: 143.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 499], Speed: 160.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 509], Speed: 168.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 519], Speed: 167.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 529], Speed: 156.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 539], Speed: 157.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 549], Speed: 156.161 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 559], Speed: 163.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 569], Speed: 159.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 579], Speed: 168.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.663 [Epoch 98][Batch 589], Speed: 159.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 599], Speed: 147.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 609], Speed: 158.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 619], Speed: 162.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 629], Speed: 162.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 639], Speed: 159.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 649], Speed: 151.157 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 659], Speed: 157.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 669], Speed: 152.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 679], Speed: 165.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 689], Speed: 158.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 699], Speed: 155.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 709], Speed: 150.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 719], Speed: 156.452 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 729], Speed: 155.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 739], Speed: 161.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 749], Speed: 160.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 759], Speed: 154.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 769], Speed: 161.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 779], Speed: 131.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 789], Speed: 140.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 799], Speed: 168.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 809], Speed: 164.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.662 [Epoch 98][Batch 819], Speed: 167.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 829], Speed: 162.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 839], Speed: 150.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 849], Speed: 145.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 859], Speed: 144.296 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 869], Speed: 151.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 879], Speed: 159.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 889], Speed: 153.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 899], Speed: 152.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 909], Speed: 159.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 919], Speed: 166.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 929], Speed: 156.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 939], Speed: 146.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 949], Speed: 151.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.661 [Epoch 98][Batch 959], Speed: 158.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.661 [Epoch 98][Batch 969], Speed: 157.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.661 [Epoch 98][Batch 979], Speed: 153.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.661 [Epoch 98][Batch 989], Speed: 151.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.661 [Epoch 98][Batch 999], Speed: 155.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.661 [Epoch 98][Batch 1009], Speed: 151.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.661 [Epoch 98][Batch 1019], Speed: 151.696 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.661 [Epoch 98][Batch 1029], Speed: 157.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.661 [Epoch 98][Batch 1039], Speed: 167.449 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.661 [Epoch 98][Batch 1049], Speed: 164.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.661 [Epoch 98][Batch 1059], Speed: 143.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1069], Speed: 157.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1079], Speed: 152.817 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1089], Speed: 148.601 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1099], Speed: 155.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1109], Speed: 153.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1119], Speed: 174.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.660 [Epoch 98][Batch 1129], Speed: 176.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.660 [Epoch 98][Batch 1139], Speed: 168.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.660 [Epoch 98][Batch 1149], Speed: 150.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1159], Speed: 162.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1169], Speed: 159.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1179], Speed: 153.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1189], Speed: 176.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1199], Speed: 171.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1209], Speed: 153.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98][Batch 1219], Speed: 156.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 98] Training cost: 760.243, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.660 [Epoch 99][Batch 9], Speed: 167.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.660 [Epoch 99][Batch 19], Speed: 156.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.219, HeatmapFocal=1.660 [Epoch 99][Batch 29], Speed: 148.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.660 [Epoch 99][Batch 39], Speed: 160.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.219, HeatmapFocal=1.660 [Epoch 99][Batch 49], Speed: 151.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.218, HeatmapFocal=1.660 [Epoch 99][Batch 59], Speed: 158.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.218, HeatmapFocal=1.660 [Epoch 99][Batch 69], Speed: 163.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.659 [Epoch 99][Batch 79], Speed: 158.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.659 [Epoch 99][Batch 89], Speed: 141.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.659 [Epoch 99][Batch 99], Speed: 147.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.659 [Epoch 99][Batch 109], Speed: 146.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.218, HeatmapFocal=1.659 [Epoch 99][Batch 119], Speed: 153.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.659 [Epoch 99][Batch 129], Speed: 157.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.218, HeatmapFocal=1.659 [Epoch 99][Batch 139], Speed: 152.090 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 149], Speed: 151.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 159], Speed: 157.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 169], Speed: 156.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 179], Speed: 143.234 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 189], Speed: 149.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 199], Speed: 165.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 209], Speed: 148.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 219], Speed: 157.417 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 229], Speed: 142.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 239], Speed: 152.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 249], Speed: 155.026 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 259], Speed: 169.923 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 269], Speed: 148.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.659 [Epoch 99][Batch 279], Speed: 149.754 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.659 [Epoch 99][Batch 289], Speed: 161.614 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.659 [Epoch 99][Batch 299], Speed: 156.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 309], Speed: 163.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 319], Speed: 162.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 329], Speed: 166.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 339], Speed: 162.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 349], Speed: 160.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 359], Speed: 152.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 369], Speed: 143.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 379], Speed: 163.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 389], Speed: 150.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 399], Speed: 151.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 409], Speed: 149.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 419], Speed: 156.931 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 429], Speed: 155.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 439], Speed: 163.235 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 449], Speed: 150.935 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 459], Speed: 162.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 469], Speed: 156.330 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 479], Speed: 146.309 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 489], Speed: 159.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 499], Speed: 168.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 509], Speed: 151.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 519], Speed: 159.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.658 [Epoch 99][Batch 529], Speed: 145.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 539], Speed: 151.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 549], Speed: 161.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 559], Speed: 171.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 569], Speed: 159.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 579], Speed: 159.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 589], Speed: 160.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 599], Speed: 148.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 609], Speed: 157.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 619], Speed: 169.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 629], Speed: 145.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 639], Speed: 151.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 649], Speed: 142.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 659], Speed: 160.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 669], Speed: 161.752 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 679], Speed: 169.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 689], Speed: 138.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 699], Speed: 159.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 709], Speed: 160.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 719], Speed: 162.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 729], Speed: 165.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 739], Speed: 158.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 749], Speed: 167.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.657 [Epoch 99][Batch 759], Speed: 162.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.656 [Epoch 99][Batch 769], Speed: 156.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.656 [Epoch 99][Batch 779], Speed: 152.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 789], Speed: 160.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 799], Speed: 164.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 809], Speed: 157.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 819], Speed: 156.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 829], Speed: 160.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 839], Speed: 149.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 849], Speed: 162.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 859], Speed: 159.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 869], Speed: 166.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 879], Speed: 164.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 889], Speed: 150.410 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 899], Speed: 149.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 909], Speed: 149.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 919], Speed: 165.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 929], Speed: 154.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 939], Speed: 159.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 949], Speed: 150.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 959], Speed: 154.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.656 [Epoch 99][Batch 969], Speed: 161.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.656 [Epoch 99][Batch 979], Speed: 163.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.656 [Epoch 99][Batch 989], Speed: 139.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 999], Speed: 148.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1009], Speed: 143.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1019], Speed: 145.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1029], Speed: 164.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1039], Speed: 162.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1049], Speed: 157.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1059], Speed: 145.792 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1069], Speed: 159.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1079], Speed: 155.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1089], Speed: 160.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1099], Speed: 158.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1109], Speed: 161.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1119], Speed: 163.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.655 [Epoch 99][Batch 1129], Speed: 146.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1139], Speed: 156.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1149], Speed: 154.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1159], Speed: 166.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.655 [Epoch 99][Batch 1169], Speed: 156.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1179], Speed: 155.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1189], Speed: 163.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99][Batch 1199], Speed: 169.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.655 [Epoch 99][Batch 1209], Speed: 147.436 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.655 [Epoch 99][Batch 1219], Speed: 151.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 99] Training cost: 761.333, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.655 [Epoch 100][Batch 9], Speed: 158.028 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.215, HeatmapFocal=1.654 [Epoch 100][Batch 19], Speed: 162.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.654 [Epoch 100][Batch 29], Speed: 155.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 39], Speed: 152.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 49], Speed: 137.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 59], Speed: 166.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 69], Speed: 162.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 79], Speed: 163.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 89], Speed: 158.423 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 99], Speed: 165.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 109], Speed: 153.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 119], Speed: 162.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 129], Speed: 164.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 139], Speed: 173.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 149], Speed: 154.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 159], Speed: 139.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 169], Speed: 153.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 179], Speed: 157.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 189], Speed: 166.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 199], Speed: 164.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 209], Speed: 141.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 219], Speed: 151.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 229], Speed: 162.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.654 [Epoch 100][Batch 239], Speed: 157.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 249], Speed: 165.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 259], Speed: 163.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 269], Speed: 163.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 279], Speed: 148.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 289], Speed: 158.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 299], Speed: 164.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 309], Speed: 160.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 319], Speed: 170.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 329], Speed: 148.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 339], Speed: 144.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 349], Speed: 152.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 359], Speed: 163.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 369], Speed: 155.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 379], Speed: 161.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 389], Speed: 161.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 399], Speed: 142.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 409], Speed: 155.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 419], Speed: 157.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 429], Speed: 162.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 439], Speed: 161.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 449], Speed: 151.561 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 459], Speed: 141.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 469], Speed: 148.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.653 [Epoch 100][Batch 479], Speed: 159.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 489], Speed: 166.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 499], Speed: 171.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 509], Speed: 155.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 519], Speed: 147.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 529], Speed: 154.783 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 539], Speed: 158.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 549], Speed: 166.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 559], Speed: 171.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 569], Speed: 156.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 579], Speed: 142.860 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 589], Speed: 153.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 599], Speed: 163.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 609], Speed: 161.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 619], Speed: 169.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 629], Speed: 158.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 639], Speed: 156.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 649], Speed: 158.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 659], Speed: 156.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 669], Speed: 163.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 679], Speed: 164.996 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 689], Speed: 150.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 699], Speed: 155.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.652 [Epoch 100][Batch 709], Speed: 149.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 719], Speed: 163.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 729], Speed: 151.942 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 739], Speed: 165.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 749], Speed: 149.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 759], Speed: 153.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 769], Speed: 152.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 779], Speed: 157.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 789], Speed: 155.753 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 799], Speed: 156.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 809], Speed: 159.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 819], Speed: 151.724 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 829], Speed: 151.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 839], Speed: 161.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 849], Speed: 163.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 859], Speed: 161.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 869], Speed: 152.784 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 879], Speed: 148.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 889], Speed: 140.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 899], Speed: 159.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 909], Speed: 165.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 919], Speed: 151.735 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 929], Speed: 151.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.651 [Epoch 100][Batch 939], Speed: 162.101 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 949], Speed: 157.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 959], Speed: 163.823 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 969], Speed: 164.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 979], Speed: 158.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 989], Speed: 158.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 999], Speed: 157.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1009], Speed: 154.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1019], Speed: 152.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1029], Speed: 169.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1039], Speed: 156.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1049], Speed: 142.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1059], Speed: 139.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1069], Speed: 162.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1079], Speed: 153.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1089], Speed: 151.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1099], Speed: 165.984 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1109], Speed: 150.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1119], Speed: 170.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1129], Speed: 159.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1139], Speed: 148.666 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1149], Speed: 153.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1159], Speed: 167.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1169], Speed: 162.410 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.650 [Epoch 100][Batch 1179], Speed: 156.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 100][Batch 1189], Speed: 158.328 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 100][Batch 1199], Speed: 165.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 100][Batch 1209], Speed: 168.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 100][Batch 1219], Speed: 162.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 100] Training cost: 762.435, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 100] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.339 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.525 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.356 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.121 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.376 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.291 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.438 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.447 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.685 person=44.2 bicycle=23.0 car=28.6 motorcycle=38.0 airplane=60.0 bus=58.6 train=61.6 truck=28.4 boat=17.8 traffic light=17.9 fire hydrant=60.6 stop sign=56.5 parking meter=42.0 bench=20.2 bird=27.4 cat=65.4 dog=59.9 horse=52.7 sheep=44.3 cow=44.7 elephant=61.9 bear=66.9 zebra=62.9 giraffe=64.3 backpack=10.5 umbrella=32.8 handbag=9.6 tie=23.1 suitcase=29.8 frisbee=47.1 skis=18.1 snowboard=22.7 sports ball=26.3 kite=29.4 baseball bat=20.6 baseball glove=27.2 skateboard=45.8 surfboard=27.1 tennis racket=37.7 bottle=25.6 wine glass=24.4 cup=30.1 fork=23.8 knife=10.1 spoon=11.6 bowl=32.4 banana=17.8 apple=14.1 sandwich=33.7 orange=25.4 broccoli=18.0 carrot=17.0 hot dog=26.6 pizza=43.1 donut=36.2 cake=30.4 chair=21.9 couch=42.1 potted plant=22.0 bed=38.5 dining table=23.6 toilet=57.8 tv=49.5 laptop=52.6 mouse=47.0 remote=17.6 keyboard=43.0 cell phone=24.5 microwave=47.7 oven=29.0 toaster=19.9 sink=32.8 refrigerator=49.9 book=6.0 clock=41.2 vase=30.9 scissors=20.8 teddy bear=38.5 hair drier=1.2 toothbrush=15.6 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =33.9 [Epoch 101][Batch 9], Speed: 169.721 samples/sec, LR=3.7500000000000003e-05, WHL1=0.205, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 101][Batch 19], Speed: 144.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.216, HeatmapFocal=1.649 [Epoch 101][Batch 29], Speed: 167.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.216, HeatmapFocal=1.649 [Epoch 101][Batch 39], Speed: 149.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.203, CenterRegL1=0.216, HeatmapFocal=1.649 [Epoch 101][Batch 49], Speed: 150.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 101][Batch 59], Speed: 169.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.202, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 101][Batch 69], Speed: 167.293 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 101][Batch 79], Speed: 156.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 101][Batch 89], Speed: 162.890 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.217, HeatmapFocal=1.649 [Epoch 101][Batch 99], Speed: 151.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.649 [Epoch 101][Batch 109], Speed: 142.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.649 [Epoch 101][Batch 119], Speed: 155.762 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.649 [Epoch 101][Batch 129], Speed: 175.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.649 [Epoch 101][Batch 139], Speed: 169.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.649 [Epoch 101][Batch 149], Speed: 165.333 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.649 [Epoch 101][Batch 159], Speed: 150.269 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.649 [Epoch 101][Batch 169], Speed: 146.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.649 [Epoch 101][Batch 179], Speed: 145.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.649 [Epoch 101][Batch 189], Speed: 160.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.649 [Epoch 101][Batch 199], Speed: 161.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 209], Speed: 163.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 219], Speed: 155.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 229], Speed: 145.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 239], Speed: 149.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.648 [Epoch 101][Batch 249], Speed: 164.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.648 [Epoch 101][Batch 259], Speed: 168.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.648 [Epoch 101][Batch 269], Speed: 168.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 279], Speed: 136.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 289], Speed: 160.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 299], Speed: 150.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 309], Speed: 151.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 319], Speed: 154.452 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 329], Speed: 160.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 339], Speed: 161.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 349], Speed: 157.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 359], Speed: 158.268 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 369], Speed: 168.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 379], Speed: 157.067 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 389], Speed: 172.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 399], Speed: 156.396 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 409], Speed: 150.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 419], Speed: 140.996 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 429], Speed: 156.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.648 [Epoch 101][Batch 439], Speed: 163.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.647 [Epoch 101][Batch 449], Speed: 167.731 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.647 [Epoch 101][Batch 459], Speed: 152.300 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.647 [Epoch 101][Batch 469], Speed: 154.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 479], Speed: 158.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.647 [Epoch 101][Batch 489], Speed: 167.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.647 [Epoch 101][Batch 499], Speed: 170.072 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.647 [Epoch 101][Batch 509], Speed: 171.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.647 [Epoch 101][Batch 519], Speed: 156.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.647 [Epoch 101][Batch 529], Speed: 155.376 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 539], Speed: 162.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 549], Speed: 153.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 559], Speed: 155.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 569], Speed: 167.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 579], Speed: 158.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 589], Speed: 134.928 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 599], Speed: 163.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 609], Speed: 165.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 619], Speed: 164.512 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 629], Speed: 161.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 639], Speed: 155.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 649], Speed: 169.160 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 659], Speed: 163.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.647 [Epoch 101][Batch 669], Speed: 164.155 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 679], Speed: 166.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 689], Speed: 163.228 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 699], Speed: 156.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 709], Speed: 161.971 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 719], Speed: 155.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 729], Speed: 165.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 739], Speed: 164.143 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 749], Speed: 156.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 759], Speed: 156.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 769], Speed: 158.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 779], Speed: 143.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 789], Speed: 152.355 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 799], Speed: 168.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 809], Speed: 174.602 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 819], Speed: 156.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 829], Speed: 157.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 839], Speed: 170.595 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 849], Speed: 161.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 859], Speed: 161.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 869], Speed: 160.762 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 879], Speed: 162.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 889], Speed: 160.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 899], Speed: 147.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.646 [Epoch 101][Batch 909], Speed: 164.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 919], Speed: 166.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 929], Speed: 166.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 939], Speed: 142.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 949], Speed: 149.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 959], Speed: 158.548 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 969], Speed: 164.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 979], Speed: 148.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 989], Speed: 154.281 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 999], Speed: 152.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1009], Speed: 149.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1019], Speed: 155.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1029], Speed: 153.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1039], Speed: 160.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1049], Speed: 148.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1059], Speed: 154.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1069], Speed: 148.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1079], Speed: 156.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1089], Speed: 164.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1099], Speed: 166.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1109], Speed: 162.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1119], Speed: 162.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1129], Speed: 169.853 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1139], Speed: 168.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.645 [Epoch 101][Batch 1149], Speed: 156.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 101][Batch 1159], Speed: 156.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 101][Batch 1169], Speed: 157.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 101][Batch 1179], Speed: 155.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 101][Batch 1189], Speed: 161.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 101][Batch 1199], Speed: 151.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 101][Batch 1209], Speed: 139.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 101][Batch 1219], Speed: 155.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 101] Training cost: 760.661, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 102][Batch 9], Speed: 164.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.218, HeatmapFocal=1.644 [Epoch 102][Batch 19], Speed: 146.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 102][Batch 29], Speed: 165.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 102][Batch 39], Speed: 147.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 102][Batch 49], Speed: 149.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.644 [Epoch 102][Batch 59], Speed: 148.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.644 [Epoch 102][Batch 69], Speed: 173.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.644 [Epoch 102][Batch 79], Speed: 156.505 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.644 [Epoch 102][Batch 89], Speed: 165.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.644 [Epoch 102][Batch 99], Speed: 146.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.644 [Epoch 102][Batch 109], Speed: 162.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.644 [Epoch 102][Batch 119], Speed: 157.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.644 [Epoch 102][Batch 129], Speed: 169.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.644 [Epoch 102][Batch 139], Speed: 151.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.644 [Epoch 102][Batch 149], Speed: 171.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.644 [Epoch 102][Batch 159], Speed: 152.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.643 [Epoch 102][Batch 169], Speed: 164.160 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.643 [Epoch 102][Batch 179], Speed: 170.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.643 [Epoch 102][Batch 189], Speed: 165.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.643 [Epoch 102][Batch 199], Speed: 158.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.643 [Epoch 102][Batch 209], Speed: 163.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.643 [Epoch 102][Batch 219], Speed: 163.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.643 [Epoch 102][Batch 229], Speed: 153.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 239], Speed: 157.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.643 [Epoch 102][Batch 249], Speed: 154.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 259], Speed: 151.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 269], Speed: 158.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 279], Speed: 156.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 289], Speed: 154.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 299], Speed: 167.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 309], Speed: 171.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 319], Speed: 152.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 329], Speed: 165.551 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 339], Speed: 164.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 349], Speed: 146.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 359], Speed: 149.981 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 369], Speed: 157.335 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 379], Speed: 154.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 389], Speed: 148.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.643 [Epoch 102][Batch 399], Speed: 151.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 409], Speed: 153.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 419], Speed: 163.559 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 429], Speed: 166.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 439], Speed: 155.906 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 449], Speed: 169.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 459], Speed: 148.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 469], Speed: 147.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 479], Speed: 156.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 489], Speed: 164.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 499], Speed: 160.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 509], Speed: 153.947 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 519], Speed: 150.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 529], Speed: 153.534 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 539], Speed: 159.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 549], Speed: 165.519 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 559], Speed: 161.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 569], Speed: 171.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 579], Speed: 163.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 589], Speed: 152.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 599], Speed: 165.607 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 609], Speed: 161.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 619], Speed: 166.996 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 629], Speed: 156.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.642 [Epoch 102][Batch 639], Speed: 161.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 649], Speed: 153.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 659], Speed: 151.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 669], Speed: 169.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 679], Speed: 161.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 689], Speed: 156.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 699], Speed: 155.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 709], Speed: 144.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 719], Speed: 152.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 729], Speed: 165.751 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 739], Speed: 161.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 749], Speed: 148.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 759], Speed: 141.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 769], Speed: 146.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 779], Speed: 163.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 789], Speed: 169.141 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 799], Speed: 163.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 809], Speed: 164.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 819], Speed: 168.769 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 829], Speed: 165.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 839], Speed: 161.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 849], Speed: 160.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 859], Speed: 161.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 869], Speed: 161.737 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.641 [Epoch 102][Batch 879], Speed: 149.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 889], Speed: 163.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 899], Speed: 137.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 909], Speed: 163.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 919], Speed: 151.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 929], Speed: 165.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 939], Speed: 153.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 949], Speed: 147.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 959], Speed: 143.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 969], Speed: 161.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 979], Speed: 150.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 989], Speed: 152.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 999], Speed: 153.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1009], Speed: 162.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1019], Speed: 127.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1029], Speed: 162.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1039], Speed: 161.705 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1049], Speed: 167.592 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1059], Speed: 162.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1069], Speed: 158.842 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1079], Speed: 160.519 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1089], Speed: 162.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1099], Speed: 139.228 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1109], Speed: 162.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.640 [Epoch 102][Batch 1119], Speed: 160.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102][Batch 1129], Speed: 158.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102][Batch 1139], Speed: 157.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102][Batch 1149], Speed: 161.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102][Batch 1159], Speed: 168.927 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102][Batch 1169], Speed: 166.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102][Batch 1179], Speed: 149.684 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102][Batch 1189], Speed: 151.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102][Batch 1199], Speed: 178.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102][Batch 1209], Speed: 169.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102][Batch 1219], Speed: 160.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 102] Training cost: 762.804, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 103][Batch 9], Speed: 161.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.216, HeatmapFocal=1.639 [Epoch 103][Batch 19], Speed: 161.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.218, HeatmapFocal=1.639 [Epoch 103][Batch 29], Speed: 157.235 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.218, HeatmapFocal=1.639 [Epoch 103][Batch 39], Speed: 166.089 samples/sec, LR=3.7500000000000003e-05, WHL1=0.200, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 103][Batch 49], Speed: 151.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 103][Batch 59], Speed: 168.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.199, CenterRegL1=0.216, HeatmapFocal=1.639 [Epoch 103][Batch 69], Speed: 149.467 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 103][Batch 79], Speed: 159.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 103][Batch 89], Speed: 166.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 103][Batch 99], Speed: 160.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 103][Batch 109], Speed: 155.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 103][Batch 119], Speed: 160.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.639 [Epoch 103][Batch 129], Speed: 165.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.639 [Epoch 103][Batch 139], Speed: 164.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 149], Speed: 166.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 159], Speed: 158.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 169], Speed: 137.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 179], Speed: 144.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 189], Speed: 160.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 199], Speed: 167.607 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 209], Speed: 153.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 219], Speed: 159.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 229], Speed: 143.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 239], Speed: 154.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 249], Speed: 165.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 259], Speed: 161.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 269], Speed: 153.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.216, HeatmapFocal=1.638 [Epoch 103][Batch 279], Speed: 142.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 289], Speed: 141.525 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 299], Speed: 150.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 309], Speed: 161.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 319], Speed: 161.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 329], Speed: 162.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 339], Speed: 141.455 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 349], Speed: 160.938 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 359], Speed: 136.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 369], Speed: 147.470 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 379], Speed: 140.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.638 [Epoch 103][Batch 389], Speed: 145.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 399], Speed: 143.867 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 409], Speed: 154.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 419], Speed: 155.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 429], Speed: 156.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 439], Speed: 144.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 449], Speed: 167.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 459], Speed: 146.696 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 469], Speed: 164.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 479], Speed: 166.383 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 489], Speed: 156.636 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 499], Speed: 141.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 509], Speed: 164.893 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 519], Speed: 164.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 529], Speed: 147.398 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 539], Speed: 148.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 549], Speed: 160.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 559], Speed: 153.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 569], Speed: 146.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 579], Speed: 151.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 589], Speed: 154.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 599], Speed: 160.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 609], Speed: 165.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 619], Speed: 164.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.637 [Epoch 103][Batch 629], Speed: 167.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 639], Speed: 165.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 649], Speed: 160.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 659], Speed: 159.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 669], Speed: 163.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 679], Speed: 154.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 689], Speed: 150.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 699], Speed: 154.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 709], Speed: 148.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 719], Speed: 152.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 729], Speed: 154.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 739], Speed: 147.346 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 749], Speed: 161.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 759], Speed: 144.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 769], Speed: 160.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 779], Speed: 164.589 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 789], Speed: 166.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 799], Speed: 168.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 809], Speed: 168.392 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 819], Speed: 148.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 829], Speed: 151.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 839], Speed: 163.123 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 849], Speed: 148.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 859], Speed: 141.639 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.636 [Epoch 103][Batch 869], Speed: 166.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 879], Speed: 149.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 889], Speed: 148.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 899], Speed: 148.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 909], Speed: 156.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 919], Speed: 167.749 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 929], Speed: 160.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 939], Speed: 161.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 949], Speed: 147.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 959], Speed: 149.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 969], Speed: 163.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 979], Speed: 165.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 989], Speed: 153.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 999], Speed: 156.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1009], Speed: 143.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1019], Speed: 147.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1029], Speed: 168.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1039], Speed: 167.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1049], Speed: 163.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1059], Speed: 169.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1069], Speed: 153.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1079], Speed: 153.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1089], Speed: 157.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1099], Speed: 168.593 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.635 [Epoch 103][Batch 1109], Speed: 160.985 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1119], Speed: 160.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1129], Speed: 148.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1139], Speed: 163.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1149], Speed: 143.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1159], Speed: 144.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1169], Speed: 154.854 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1179], Speed: 160.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1189], Speed: 159.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1199], Speed: 175.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1209], Speed: 153.936 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103][Batch 1219], Speed: 159.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 103] Training cost: 757.541, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 104][Batch 9], Speed: 162.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.218, HeatmapFocal=1.634 [Epoch 104][Batch 19], Speed: 152.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.634 [Epoch 104][Batch 29], Speed: 161.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.634 [Epoch 104][Batch 39], Speed: 156.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.198, CenterRegL1=0.218, HeatmapFocal=1.634 [Epoch 104][Batch 49], Speed: 154.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.218, HeatmapFocal=1.634 [Epoch 104][Batch 59], Speed: 162.038 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 104][Batch 69], Speed: 169.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 104][Batch 79], Speed: 147.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 104][Batch 89], Speed: 150.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 104][Batch 99], Speed: 161.024 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 104][Batch 109], Speed: 156.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 104][Batch 119], Speed: 162.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 104][Batch 129], Speed: 163.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.634 [Epoch 104][Batch 139], Speed: 162.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 149], Speed: 141.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 159], Speed: 146.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 169], Speed: 146.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 179], Speed: 141.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 189], Speed: 161.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.197, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 199], Speed: 145.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 209], Speed: 159.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 219], Speed: 162.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 229], Speed: 158.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 239], Speed: 155.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 249], Speed: 162.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 259], Speed: 148.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 269], Speed: 164.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 279], Speed: 153.362 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 289], Speed: 142.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 299], Speed: 155.265 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 309], Speed: 164.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 319], Speed: 166.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 329], Speed: 159.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 339], Speed: 146.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 349], Speed: 153.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 359], Speed: 153.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 369], Speed: 154.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.633 [Epoch 104][Batch 379], Speed: 166.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.632 [Epoch 104][Batch 389], Speed: 157.049 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.632 [Epoch 104][Batch 399], Speed: 161.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 409], Speed: 151.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 419], Speed: 158.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 429], Speed: 165.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 439], Speed: 166.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 449], Speed: 168.525 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 459], Speed: 168.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 469], Speed: 156.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 479], Speed: 152.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 489], Speed: 155.228 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 499], Speed: 165.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 509], Speed: 168.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 519], Speed: 153.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 529], Speed: 161.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 539], Speed: 146.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 549], Speed: 165.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 559], Speed: 160.715 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 569], Speed: 163.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 579], Speed: 161.289 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 589], Speed: 150.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 599], Speed: 154.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 609], Speed: 151.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 619], Speed: 154.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.632 [Epoch 104][Batch 629], Speed: 159.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.631 [Epoch 104][Batch 639], Speed: 151.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 649], Speed: 162.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.631 [Epoch 104][Batch 659], Speed: 162.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.631 [Epoch 104][Batch 669], Speed: 160.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 679], Speed: 158.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 689], Speed: 157.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 699], Speed: 155.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 709], Speed: 141.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 719], Speed: 165.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 729], Speed: 160.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 739], Speed: 165.160 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 749], Speed: 152.966 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 759], Speed: 163.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 769], Speed: 141.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 779], Speed: 151.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 789], Speed: 159.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 799], Speed: 165.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 809], Speed: 148.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 819], Speed: 162.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 829], Speed: 143.747 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 839], Speed: 152.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 849], Speed: 162.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 859], Speed: 162.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.631 [Epoch 104][Batch 869], Speed: 150.794 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 879], Speed: 163.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 889], Speed: 146.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 899], Speed: 160.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 909], Speed: 163.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 919], Speed: 166.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 929], Speed: 156.278 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 939], Speed: 163.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 949], Speed: 149.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 959], Speed: 148.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 969], Speed: 163.665 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 979], Speed: 161.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 989], Speed: 150.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 999], Speed: 154.762 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1009], Speed: 144.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1019], Speed: 147.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1029], Speed: 167.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1039], Speed: 164.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1049], Speed: 151.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1059], Speed: 143.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1069], Speed: 147.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1079], Speed: 158.386 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1089], Speed: 157.410 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1099], Speed: 162.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1109], Speed: 163.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.630 [Epoch 104][Batch 1119], Speed: 154.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104][Batch 1129], Speed: 130.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104][Batch 1139], Speed: 170.565 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104][Batch 1149], Speed: 164.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104][Batch 1159], Speed: 154.928 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104][Batch 1169], Speed: 166.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104][Batch 1179], Speed: 173.113 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104][Batch 1189], Speed: 163.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104][Batch 1199], Speed: 174.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104][Batch 1209], Speed: 169.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104][Batch 1219], Speed: 171.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 104] Training cost: 759.821, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 105][Batch 9], Speed: 166.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.629 [Epoch 105][Batch 19], Speed: 150.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.215, HeatmapFocal=1.629 [Epoch 105][Batch 29], Speed: 165.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.629 [Epoch 105][Batch 39], Speed: 156.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 105][Batch 49], Speed: 148.979 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.629 [Epoch 105][Batch 59], Speed: 167.900 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.629 [Epoch 105][Batch 69], Speed: 157.819 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.629 [Epoch 105][Batch 79], Speed: 157.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 105][Batch 89], Speed: 170.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 105][Batch 99], Speed: 157.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 105][Batch 109], Speed: 156.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.629 [Epoch 105][Batch 119], Speed: 159.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 105][Batch 129], Speed: 174.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 105][Batch 139], Speed: 155.352 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.629 [Epoch 105][Batch 149], Speed: 165.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.628 [Epoch 105][Batch 159], Speed: 154.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.628 [Epoch 105][Batch 169], Speed: 153.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.628 [Epoch 105][Batch 179], Speed: 152.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.628 [Epoch 105][Batch 189], Speed: 165.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.628 [Epoch 105][Batch 199], Speed: 166.582 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 209], Speed: 153.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 219], Speed: 160.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 229], Speed: 156.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 239], Speed: 147.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 249], Speed: 161.424 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 259], Speed: 151.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 269], Speed: 167.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 279], Speed: 162.061 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 289], Speed: 156.090 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 299], Speed: 149.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 309], Speed: 155.671 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 319], Speed: 151.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 329], Speed: 164.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 339], Speed: 159.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 349], Speed: 148.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 359], Speed: 150.882 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 369], Speed: 166.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 379], Speed: 151.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.628 [Epoch 105][Batch 389], Speed: 154.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 399], Speed: 144.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 409], Speed: 150.534 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 419], Speed: 165.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 429], Speed: 158.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 439], Speed: 157.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 449], Speed: 152.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 459], Speed: 153.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 469], Speed: 149.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 479], Speed: 163.539 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 489], Speed: 160.180 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 499], Speed: 159.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 509], Speed: 152.053 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 519], Speed: 155.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 529], Speed: 150.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 539], Speed: 166.216 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 549], Speed: 165.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 559], Speed: 167.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 569], Speed: 160.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 579], Speed: 152.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 589], Speed: 166.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 599], Speed: 170.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 609], Speed: 164.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 619], Speed: 154.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 629], Speed: 169.284 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.627 [Epoch 105][Batch 639], Speed: 163.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 649], Speed: 148.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 659], Speed: 159.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 669], Speed: 156.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 679], Speed: 164.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 689], Speed: 160.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 699], Speed: 149.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 709], Speed: 158.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 719], Speed: 154.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 729], Speed: 158.810 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 739], Speed: 167.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 749], Speed: 160.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 759], Speed: 161.661 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 769], Speed: 160.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 779], Speed: 166.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 789], Speed: 162.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 799], Speed: 152.075 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 809], Speed: 163.400 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 819], Speed: 161.820 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 829], Speed: 156.122 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 839], Speed: 148.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 849], Speed: 161.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 859], Speed: 157.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.626 [Epoch 105][Batch 869], Speed: 163.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.626 [Epoch 105][Batch 879], Speed: 150.804 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.626 [Epoch 105][Batch 889], Speed: 149.730 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 899], Speed: 151.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 909], Speed: 148.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 919], Speed: 166.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 929], Speed: 157.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 939], Speed: 164.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 949], Speed: 158.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 959], Speed: 145.717 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 969], Speed: 165.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 979], Speed: 162.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 989], Speed: 159.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 999], Speed: 166.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1009], Speed: 164.849 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1019], Speed: 158.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1029], Speed: 161.840 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1039], Speed: 166.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1049], Speed: 158.494 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1059], Speed: 162.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1069], Speed: 165.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1079], Speed: 160.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1089], Speed: 153.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1099], Speed: 168.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1109], Speed: 140.200 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1119], Speed: 157.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1129], Speed: 160.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.625 [Epoch 105][Batch 1139], Speed: 165.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 105][Batch 1149], Speed: 157.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 105][Batch 1159], Speed: 161.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 105][Batch 1169], Speed: 160.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 105][Batch 1179], Speed: 151.995 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 105][Batch 1189], Speed: 147.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 105][Batch 1199], Speed: 163.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 105][Batch 1209], Speed: 160.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 105][Batch 1219], Speed: 154.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 105] Training cost: 765.834, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.624 [Epoch 106][Batch 9], Speed: 169.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.201, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 19], Speed: 162.323 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 29], Speed: 163.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 39], Speed: 152.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 49], Speed: 149.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 59], Speed: 159.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 69], Speed: 167.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 79], Speed: 159.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 89], Speed: 160.228 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 99], Speed: 155.221 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 109], Speed: 162.232 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 119], Speed: 148.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 129], Speed: 169.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 139], Speed: 142.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 149], Speed: 158.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 159], Speed: 154.509 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.624 [Epoch 106][Batch 169], Speed: 144.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 179], Speed: 167.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 189], Speed: 169.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 199], Speed: 151.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 209], Speed: 164.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 219], Speed: 145.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 229], Speed: 148.005 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 239], Speed: 150.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 249], Speed: 160.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 259], Speed: 164.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 269], Speed: 152.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 279], Speed: 150.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 289], Speed: 156.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 299], Speed: 151.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 309], Speed: 170.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 319], Speed: 165.400 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 329], Speed: 162.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 339], Speed: 151.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 349], Speed: 156.364 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 359], Speed: 154.768 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 369], Speed: 156.490 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 379], Speed: 167.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 389], Speed: 151.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 399], Speed: 159.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.623 [Epoch 106][Batch 409], Speed: 148.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 419], Speed: 159.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 429], Speed: 162.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 439], Speed: 153.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 449], Speed: 136.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 459], Speed: 160.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 469], Speed: 152.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 479], Speed: 156.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 489], Speed: 153.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 499], Speed: 163.971 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 509], Speed: 156.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 519], Speed: 143.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 529], Speed: 141.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 539], Speed: 152.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 549], Speed: 147.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 559], Speed: 154.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 569], Speed: 158.674 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 579], Speed: 154.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 589], Speed: 158.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 599], Speed: 152.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 609], Speed: 150.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.622 [Epoch 106][Batch 619], Speed: 153.371 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 629], Speed: 159.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 639], Speed: 162.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 649], Speed: 150.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.622 [Epoch 106][Batch 659], Speed: 162.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 669], Speed: 150.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 679], Speed: 157.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 689], Speed: 145.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 699], Speed: 152.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 709], Speed: 151.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 719], Speed: 151.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 729], Speed: 157.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.621 [Epoch 106][Batch 739], Speed: 151.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 749], Speed: 158.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 759], Speed: 142.458 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 769], Speed: 152.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 779], Speed: 154.096 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.621 [Epoch 106][Batch 789], Speed: 160.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 799], Speed: 157.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 809], Speed: 155.760 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 819], Speed: 169.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 829], Speed: 160.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 839], Speed: 142.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 849], Speed: 157.415 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 859], Speed: 159.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 869], Speed: 159.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 879], Speed: 170.114 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.621 [Epoch 106][Batch 889], Speed: 154.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 899], Speed: 146.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 909], Speed: 160.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.621 [Epoch 106][Batch 919], Speed: 152.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 929], Speed: 162.608 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 939], Speed: 164.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 949], Speed: 159.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 959], Speed: 161.283 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 969], Speed: 136.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 979], Speed: 161.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 989], Speed: 162.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 999], Speed: 154.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1009], Speed: 157.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1019], Speed: 139.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1029], Speed: 162.690 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1039], Speed: 162.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1049], Speed: 155.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1059], Speed: 167.578 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1069], Speed: 142.719 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1079], Speed: 164.524 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1089], Speed: 165.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1099], Speed: 166.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1109], Speed: 178.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1119], Speed: 153.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1129], Speed: 163.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1139], Speed: 151.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1149], Speed: 153.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1159], Speed: 158.309 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.620 [Epoch 106][Batch 1169], Speed: 174.274 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 106][Batch 1179], Speed: 169.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 106][Batch 1189], Speed: 169.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 106][Batch 1199], Speed: 168.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 106][Batch 1209], Speed: 158.452 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 106][Batch 1219], Speed: 150.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 106] Training cost: 757.469, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 107][Batch 9], Speed: 156.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.219, HeatmapFocal=1.619 [Epoch 107][Batch 19], Speed: 152.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.218, HeatmapFocal=1.619 [Epoch 107][Batch 29], Speed: 168.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 107][Batch 39], Speed: 157.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.619 [Epoch 107][Batch 49], Speed: 169.999 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.619 [Epoch 107][Batch 59], Speed: 151.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.619 [Epoch 107][Batch 69], Speed: 167.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.619 [Epoch 107][Batch 79], Speed: 164.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.619 [Epoch 107][Batch 89], Speed: 158.322 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.619 [Epoch 107][Batch 99], Speed: 153.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.619 [Epoch 107][Batch 109], Speed: 134.154 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 107][Batch 119], Speed: 161.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 107][Batch 129], Speed: 166.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 107][Batch 139], Speed: 163.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 107][Batch 149], Speed: 176.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 107][Batch 159], Speed: 160.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.619 [Epoch 107][Batch 169], Speed: 155.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.619 [Epoch 107][Batch 179], Speed: 138.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.619 [Epoch 107][Batch 189], Speed: 167.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.619 [Epoch 107][Batch 199], Speed: 161.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 209], Speed: 174.610 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 219], Speed: 154.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 229], Speed: 149.682 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 239], Speed: 150.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 249], Speed: 168.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 259], Speed: 158.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 269], Speed: 172.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 279], Speed: 135.075 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 289], Speed: 154.331 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 299], Speed: 160.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 309], Speed: 159.190 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 319], Speed: 162.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 329], Speed: 173.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 339], Speed: 151.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 349], Speed: 151.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 359], Speed: 157.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 369], Speed: 154.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 379], Speed: 161.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 389], Speed: 169.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 399], Speed: 137.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 409], Speed: 145.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 419], Speed: 155.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.196, CenterRegL1=0.216, HeatmapFocal=1.618 [Epoch 107][Batch 429], Speed: 164.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 439], Speed: 164.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 449], Speed: 170.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.618 [Epoch 107][Batch 459], Speed: 157.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 469], Speed: 158.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 479], Speed: 164.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 489], Speed: 169.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 499], Speed: 166.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 509], Speed: 172.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 519], Speed: 160.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 529], Speed: 158.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 539], Speed: 158.001 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 549], Speed: 165.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 559], Speed: 168.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 569], Speed: 156.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 579], Speed: 154.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 589], Speed: 151.827 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 599], Speed: 139.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 609], Speed: 155.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 619], Speed: 168.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 629], Speed: 160.961 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 639], Speed: 160.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 649], Speed: 159.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 659], Speed: 162.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 669], Speed: 167.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 679], Speed: 164.800 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 689], Speed: 170.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 699], Speed: 146.123 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.617 [Epoch 107][Batch 709], Speed: 147.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 719], Speed: 153.917 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 729], Speed: 170.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 739], Speed: 166.768 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 749], Speed: 171.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 759], Speed: 144.916 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 769], Speed: 152.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 779], Speed: 150.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 789], Speed: 157.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 799], Speed: 165.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 809], Speed: 156.839 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 819], Speed: 157.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 829], Speed: 160.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 839], Speed: 140.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 849], Speed: 168.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 859], Speed: 153.649 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 869], Speed: 168.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 879], Speed: 154.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 889], Speed: 145.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 899], Speed: 164.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 909], Speed: 156.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 919], Speed: 161.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 929], Speed: 166.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 939], Speed: 162.116 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 949], Speed: 156.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.616 [Epoch 107][Batch 959], Speed: 151.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.615 [Epoch 107][Batch 969], Speed: 169.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.615 [Epoch 107][Batch 979], Speed: 157.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 989], Speed: 167.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 999], Speed: 142.343 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1009], Speed: 153.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1019], Speed: 152.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1029], Speed: 170.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1039], Speed: 165.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1049], Speed: 162.396 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1059], Speed: 153.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1069], Speed: 156.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1079], Speed: 129.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1089], Speed: 154.986 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1099], Speed: 168.085 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1109], Speed: 149.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1119], Speed: 159.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1129], Speed: 158.492 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1139], Speed: 148.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1149], Speed: 172.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1159], Speed: 154.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1169], Speed: 162.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1179], Speed: 163.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1189], Speed: 157.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1199], Speed: 168.025 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1209], Speed: 148.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.615 [Epoch 107][Batch 1219], Speed: 155.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 107] Training cost: 759.558, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 9], Speed: 165.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.214, HeatmapFocal=1.614 [Epoch 108][Batch 19], Speed: 154.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.215, HeatmapFocal=1.614 [Epoch 108][Batch 29], Speed: 150.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 39], Speed: 158.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.215, HeatmapFocal=1.614 [Epoch 108][Batch 49], Speed: 163.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.614 [Epoch 108][Batch 59], Speed: 169.079 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 69], Speed: 170.167 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 79], Speed: 156.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 89], Speed: 149.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 99], Speed: 151.090 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 109], Speed: 155.669 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 119], Speed: 155.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 129], Speed: 170.637 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 139], Speed: 166.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 149], Speed: 154.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 159], Speed: 161.756 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 169], Speed: 163.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 179], Speed: 142.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 189], Speed: 169.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 199], Speed: 148.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 209], Speed: 152.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 219], Speed: 160.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 229], Speed: 154.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 239], Speed: 161.229 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.614 [Epoch 108][Batch 249], Speed: 163.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 259], Speed: 153.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 269], Speed: 159.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 279], Speed: 145.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 289], Speed: 149.074 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 299], Speed: 152.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 309], Speed: 166.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 319], Speed: 151.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 329], Speed: 169.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 339], Speed: 156.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 349], Speed: 147.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 359], Speed: 150.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 369], Speed: 155.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 379], Speed: 154.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 389], Speed: 161.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 399], Speed: 149.516 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 409], Speed: 158.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 419], Speed: 157.824 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 429], Speed: 157.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 439], Speed: 136.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 449], Speed: 171.103 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 459], Speed: 154.654 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 469], Speed: 151.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 479], Speed: 161.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 489], Speed: 166.887 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 499], Speed: 139.948 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.613 [Epoch 108][Batch 509], Speed: 143.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 519], Speed: 155.623 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 529], Speed: 168.513 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 539], Speed: 164.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 549], Speed: 158.988 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 559], Speed: 155.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 569], Speed: 158.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 579], Speed: 150.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 589], Speed: 165.207 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 599], Speed: 149.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 609], Speed: 160.775 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 619], Speed: 144.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 629], Speed: 154.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 639], Speed: 144.851 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 649], Speed: 163.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 659], Speed: 160.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 669], Speed: 160.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 679], Speed: 143.952 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 689], Speed: 166.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 699], Speed: 155.730 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 709], Speed: 163.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 719], Speed: 160.408 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 729], Speed: 167.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 739], Speed: 150.231 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 749], Speed: 163.987 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 759], Speed: 143.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.612 [Epoch 108][Batch 769], Speed: 164.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 779], Speed: 154.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 789], Speed: 164.754 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 799], Speed: 149.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 809], Speed: 164.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 819], Speed: 149.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 829], Speed: 158.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 839], Speed: 162.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 849], Speed: 161.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 859], Speed: 151.280 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 869], Speed: 161.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 879], Speed: 142.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 889], Speed: 170.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 899], Speed: 157.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 909], Speed: 167.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 919], Speed: 156.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 929], Speed: 152.581 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 939], Speed: 153.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 949], Speed: 151.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 959], Speed: 150.955 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 969], Speed: 165.721 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 979], Speed: 159.651 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 989], Speed: 165.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 999], Speed: 137.727 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 1009], Speed: 159.835 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 1019], Speed: 157.896 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.611 [Epoch 108][Batch 1029], Speed: 168.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1039], Speed: 148.844 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1049], Speed: 164.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1059], Speed: 157.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1069], Speed: 167.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1079], Speed: 150.066 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1089], Speed: 154.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1099], Speed: 144.320 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1109], Speed: 173.076 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1119], Speed: 162.347 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1129], Speed: 155.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1139], Speed: 161.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1149], Speed: 166.653 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1159], Speed: 157.295 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1169], Speed: 163.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1179], Speed: 167.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1189], Speed: 174.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1199], Speed: 164.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1209], Speed: 166.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.194, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108][Batch 1219], Speed: 146.325 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 108] Training cost: 763.169, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 109][Batch 9], Speed: 164.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 109][Batch 19], Speed: 147.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 109][Batch 29], Speed: 160.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.610 [Epoch 109][Batch 39], Speed: 151.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.610 [Epoch 109][Batch 49], Speed: 143.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.610 [Epoch 109][Batch 59], Speed: 144.019 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 69], Speed: 167.211 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 79], Speed: 151.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 89], Speed: 163.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 99], Speed: 137.413 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 109], Speed: 151.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 119], Speed: 159.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 129], Speed: 157.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 139], Speed: 157.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 149], Speed: 147.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 159], Speed: 161.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 169], Speed: 154.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 179], Speed: 149.687 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 189], Speed: 164.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 199], Speed: 148.921 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 209], Speed: 144.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 219], Speed: 161.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 229], Speed: 149.387 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 239], Speed: 162.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 249], Speed: 168.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 259], Speed: 154.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 269], Speed: 162.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 279], Speed: 163.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 289], Speed: 150.724 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 299], Speed: 158.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 309], Speed: 157.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.609 [Epoch 109][Batch 319], Speed: 140.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 329], Speed: 175.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 339], Speed: 151.795 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 349], Speed: 158.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 359], Speed: 147.688 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 369], Speed: 167.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 379], Speed: 150.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 389], Speed: 159.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 399], Speed: 146.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 409], Speed: 145.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 419], Speed: 156.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 429], Speed: 161.889 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 439], Speed: 153.112 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 449], Speed: 146.015 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 459], Speed: 160.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 469], Speed: 163.847 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 479], Speed: 147.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 489], Speed: 169.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 499], Speed: 139.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 509], Speed: 156.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 519], Speed: 148.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 529], Speed: 151.151 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 539], Speed: 158.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 549], Speed: 163.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 559], Speed: 153.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 569], Speed: 164.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.608 [Epoch 109][Batch 579], Speed: 160.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 589], Speed: 147.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 599], Speed: 140.676 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 609], Speed: 166.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 619], Speed: 152.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 629], Speed: 170.619 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 639], Speed: 156.184 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 649], Speed: 161.937 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 659], Speed: 150.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 669], Speed: 156.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 679], Speed: 145.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 689], Speed: 163.403 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 699], Speed: 162.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 709], Speed: 165.351 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 719], Speed: 147.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 729], Speed: 159.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 739], Speed: 154.450 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 749], Speed: 155.914 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 759], Speed: 158.846 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 769], Speed: 159.232 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 779], Speed: 149.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 789], Speed: 169.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 799], Speed: 161.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 809], Speed: 165.929 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 819], Speed: 150.936 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 829], Speed: 155.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.607 [Epoch 109][Batch 839], Speed: 165.725 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 849], Speed: 160.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 859], Speed: 158.761 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 869], Speed: 159.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 879], Speed: 164.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 889], Speed: 156.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 899], Speed: 158.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 909], Speed: 163.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 919], Speed: 163.002 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 929], Speed: 162.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 939], Speed: 162.546 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 949], Speed: 150.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 959], Speed: 163.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 969], Speed: 158.062 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 979], Speed: 152.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 989], Speed: 154.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 999], Speed: 153.925 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 1009], Speed: 152.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 1019], Speed: 154.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 1029], Speed: 168.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 1039], Speed: 154.124 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 1049], Speed: 164.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 1059], Speed: 155.893 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 1069], Speed: 159.307 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 1079], Speed: 163.036 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 1089], Speed: 142.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.606 [Epoch 109][Batch 1099], Speed: 160.627 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1109], Speed: 159.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1119], Speed: 160.630 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1129], Speed: 175.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1139], Speed: 170.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1149], Speed: 161.843 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1159], Speed: 170.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1169], Speed: 158.341 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1179], Speed: 152.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1189], Speed: 162.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1199], Speed: 163.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1209], Speed: 159.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109][Batch 1219], Speed: 161.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 109] Training cost: 763.474, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 110][Batch 9], Speed: 161.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.605 [Epoch 110][Batch 19], Speed: 164.663 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.605 [Epoch 110][Batch 29], Speed: 163.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 110][Batch 39], Speed: 152.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.217, HeatmapFocal=1.605 [Epoch 110][Batch 49], Speed: 156.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.605 [Epoch 110][Batch 59], Speed: 146.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.605 [Epoch 110][Batch 69], Speed: 158.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.605 [Epoch 110][Batch 79], Speed: 170.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.605 [Epoch 110][Batch 89], Speed: 154.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.605 [Epoch 110][Batch 99], Speed: 162.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.605 [Epoch 110][Batch 109], Speed: 162.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.605 [Epoch 110][Batch 119], Speed: 165.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 110][Batch 129], Speed: 159.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.605 [Epoch 110][Batch 139], Speed: 166.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 149], Speed: 149.559 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 159], Speed: 154.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 169], Speed: 152.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 179], Speed: 156.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 189], Speed: 167.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 199], Speed: 165.531 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 209], Speed: 138.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 219], Speed: 152.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 229], Speed: 158.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 239], Speed: 156.580 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 249], Speed: 166.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 259], Speed: 151.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 269], Speed: 148.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 279], Speed: 152.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 289], Speed: 156.081 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 299], Speed: 147.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 309], Speed: 151.154 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 319], Speed: 156.329 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 329], Speed: 163.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 339], Speed: 158.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 349], Speed: 152.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 359], Speed: 156.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 369], Speed: 163.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 379], Speed: 163.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 389], Speed: 149.282 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.604 [Epoch 110][Batch 399], Speed: 162.210 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 409], Speed: 161.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 419], Speed: 164.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 429], Speed: 160.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 439], Speed: 168.342 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 449], Speed: 151.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 459], Speed: 162.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 469], Speed: 160.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 479], Speed: 152.576 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 489], Speed: 161.069 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 499], Speed: 161.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 509], Speed: 159.156 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 519], Speed: 162.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 529], Speed: 154.521 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 539], Speed: 159.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 549], Speed: 165.965 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 559], Speed: 166.944 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 569], Speed: 160.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 579], Speed: 165.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 589], Speed: 151.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 599], Speed: 164.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 609], Speed: 163.094 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 619], Speed: 153.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 629], Speed: 153.242 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 639], Speed: 154.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 649], Speed: 150.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.603 [Epoch 110][Batch 659], Speed: 165.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 669], Speed: 153.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 679], Speed: 152.495 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 689], Speed: 159.643 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 699], Speed: 154.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 709], Speed: 165.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 719], Speed: 163.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 729], Speed: 168.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 739], Speed: 155.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 749], Speed: 147.092 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 759], Speed: 149.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 769], Speed: 150.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 779], Speed: 160.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 789], Speed: 169.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 799], Speed: 165.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.602 [Epoch 110][Batch 809], Speed: 151.809 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.602 [Epoch 110][Batch 819], Speed: 158.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.602 [Epoch 110][Batch 829], Speed: 143.100 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 839], Speed: 154.616 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 849], Speed: 168.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 859], Speed: 152.566 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 869], Speed: 160.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 879], Speed: 157.462 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 889], Speed: 150.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 899], Speed: 164.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.602 [Epoch 110][Batch 909], Speed: 163.953 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.602 [Epoch 110][Batch 919], Speed: 165.497 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 929], Speed: 156.034 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 939], Speed: 161.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 949], Speed: 144.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 959], Speed: 168.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 969], Speed: 151.738 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 979], Speed: 154.883 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 989], Speed: 146.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 999], Speed: 147.815 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1009], Speed: 143.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1019], Speed: 160.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1029], Speed: 154.962 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.601 [Epoch 110][Batch 1039], Speed: 155.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1049], Speed: 152.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1059], Speed: 167.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1069], Speed: 152.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1079], Speed: 161.723 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1089], Speed: 158.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1099], Speed: 166.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1109], Speed: 155.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1119], Speed: 177.550 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1129], Speed: 174.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1139], Speed: 163.566 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1149], Speed: 157.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1159], Speed: 158.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1169], Speed: 165.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1179], Speed: 147.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.601 [Epoch 110][Batch 1189], Speed: 156.206 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 110][Batch 1199], Speed: 160.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 110][Batch 1209], Speed: 168.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 110][Batch 1219], Speed: 153.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 110] Training cost: 760.393, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 110] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.342 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.529 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.360 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.124 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.379 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.526 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.293 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.440 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.450 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.492 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.687 person=44.5 bicycle=22.8 car=29.3 motorcycle=37.2 airplane=60.1 bus=59.2 train=62.1 truck=28.4 boat=18.4 traffic light=18.3 fire hydrant=60.8 stop sign=56.3 parking meter=41.9 bench=20.6 bird=27.6 cat=64.7 dog=59.0 horse=52.1 sheep=43.6 cow=45.4 elephant=61.7 bear=66.3 zebra=63.5 giraffe=62.8 backpack=10.6 umbrella=32.9 handbag=9.5 tie=23.4 suitcase=29.9 frisbee=49.8 skis=19.2 snowboard=21.9 sports ball=27.9 kite=31.6 baseball bat=20.3 baseball glove=26.8 skateboard=46.2 surfboard=28.0 tennis racket=39.6 bottle=26.2 wine glass=24.7 cup=30.3 fork=24.5 knife=10.7 spoon=12.8 bowl=32.4 banana=17.0 apple=15.2 sandwich=33.6 orange=27.2 broccoli=18.5 carrot=17.3 hot dog=27.0 pizza=43.6 donut=36.5 cake=31.1 chair=22.6 couch=41.4 potted plant=21.6 bed=41.4 dining table=23.7 toilet=58.0 tv=50.4 laptop=53.0 mouse=47.3 remote=18.0 keyboard=44.3 cell phone=24.9 microwave=45.0 oven=31.3 toaster=19.8 sink=32.2 refrigerator=48.6 book=5.9 clock=40.9 vase=31.2 scissors=18.8 teddy bear=40.8 hair drier=3.1 toothbrush=16.5 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =34.2 [Epoch 111][Batch 9], Speed: 165.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 19], Speed: 173.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 29], Speed: 165.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.600 [Epoch 111][Batch 39], Speed: 170.430 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 49], Speed: 159.695 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 59], Speed: 160.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.217, HeatmapFocal=1.600 [Epoch 111][Batch 69], Speed: 156.958 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 79], Speed: 163.154 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.600 [Epoch 111][Batch 89], Speed: 160.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.600 [Epoch 111][Batch 99], Speed: 167.895 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 109], Speed: 147.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 119], Speed: 168.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 129], Speed: 159.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 139], Speed: 172.774 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 149], Speed: 157.762 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 159], Speed: 150.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 169], Speed: 156.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 179], Speed: 155.866 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 189], Speed: 162.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 199], Speed: 164.313 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 209], Speed: 160.692 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 219], Speed: 154.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.600 [Epoch 111][Batch 229], Speed: 153.893 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 239], Speed: 157.629 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 249], Speed: 166.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 259], Speed: 167.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 269], Speed: 150.138 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 279], Speed: 151.060 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 289], Speed: 150.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 299], Speed: 161.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 309], Speed: 166.532 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 319], Speed: 169.071 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 329], Speed: 155.563 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 339], Speed: 157.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 349], Speed: 140.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 359], Speed: 142.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 369], Speed: 166.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 379], Speed: 164.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 389], Speed: 151.217 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 399], Speed: 164.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 409], Speed: 148.670 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 419], Speed: 146.975 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 429], Speed: 168.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 439], Speed: 159.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 449], Speed: 154.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 459], Speed: 165.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 469], Speed: 150.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 479], Speed: 152.750 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 489], Speed: 157.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.599 [Epoch 111][Batch 499], Speed: 149.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 509], Speed: 150.752 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 519], Speed: 172.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 529], Speed: 159.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 539], Speed: 155.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 549], Speed: 165.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 559], Speed: 168.508 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 569], Speed: 158.871 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 579], Speed: 169.387 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 589], Speed: 160.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 599], Speed: 161.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 609], Speed: 158.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 619], Speed: 161.658 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 629], Speed: 151.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 639], Speed: 167.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 649], Speed: 143.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 659], Speed: 169.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 669], Speed: 164.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 679], Speed: 168.160 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 689], Speed: 158.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 699], Speed: 155.463 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 709], Speed: 155.586 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 719], Speed: 169.625 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 729], Speed: 158.825 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 739], Speed: 163.235 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 749], Speed: 163.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.598 [Epoch 111][Batch 759], Speed: 143.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 769], Speed: 158.273 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 779], Speed: 153.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 789], Speed: 164.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 799], Speed: 155.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 809], Speed: 152.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 819], Speed: 157.647 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 829], Speed: 156.634 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 839], Speed: 160.327 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 849], Speed: 150.915 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 859], Speed: 147.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 869], Speed: 149.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 879], Speed: 150.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 889], Speed: 157.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 899], Speed: 161.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 909], Speed: 160.600 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 919], Speed: 157.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 929], Speed: 147.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 939], Speed: 151.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 949], Speed: 153.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 959], Speed: 153.746 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 969], Speed: 152.235 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 979], Speed: 155.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 989], Speed: 157.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 999], Speed: 164.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 1009], Speed: 155.519 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 1019], Speed: 141.660 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.597 [Epoch 111][Batch 1029], Speed: 152.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1039], Speed: 165.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1049], Speed: 150.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1059], Speed: 150.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1069], Speed: 157.172 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1079], Speed: 160.502 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1089], Speed: 153.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1099], Speed: 163.818 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1109], Speed: 171.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1119], Speed: 161.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1129], Speed: 177.713 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1139], Speed: 161.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1149], Speed: 154.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1159], Speed: 156.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1169], Speed: 152.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1179], Speed: 151.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1189], Speed: 161.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1199], Speed: 158.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1209], Speed: 156.968 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111][Batch 1219], Speed: 155.165 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 111] Training cost: 760.359, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 112][Batch 9], Speed: 159.486 samples/sec, LR=3.7500000000000003e-05, WHL1=0.204, CenterRegL1=0.219, HeatmapFocal=1.596 [Epoch 112][Batch 19], Speed: 167.799 samples/sec, LR=3.7500000000000003e-05, WHL1=0.195, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 112][Batch 29], Speed: 137.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.596 [Epoch 112][Batch 39], Speed: 153.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 112][Batch 49], Speed: 155.368 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 112][Batch 59], Speed: 155.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.596 [Epoch 112][Batch 69], Speed: 156.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 112][Batch 79], Speed: 162.963 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 112][Batch 89], Speed: 159.310 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 112][Batch 99], Speed: 158.776 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 109], Speed: 153.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 112][Batch 119], Speed: 141.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.217, HeatmapFocal=1.595 [Epoch 112][Batch 129], Speed: 173.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 139], Speed: 162.693 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 149], Speed: 142.852 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 159], Speed: 155.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 169], Speed: 152.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 179], Speed: 162.903 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 189], Speed: 159.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 199], Speed: 157.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 209], Speed: 139.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 219], Speed: 161.178 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 229], Speed: 158.766 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 239], Speed: 157.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 249], Speed: 164.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 259], Speed: 141.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 269], Speed: 147.716 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 279], Speed: 162.486 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 289], Speed: 137.479 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 299], Speed: 169.596 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 309], Speed: 157.314 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 319], Speed: 145.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 329], Speed: 151.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.595 [Epoch 112][Batch 339], Speed: 159.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 349], Speed: 151.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 359], Speed: 138.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 369], Speed: 166.340 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 379], Speed: 146.680 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 389], Speed: 156.798 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 399], Speed: 153.250 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 409], Speed: 156.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 419], Speed: 170.767 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 429], Speed: 152.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 439], Speed: 150.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 449], Speed: 143.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 459], Speed: 155.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 469], Speed: 163.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 479], Speed: 158.452 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 489], Speed: 159.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 499], Speed: 141.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 509], Speed: 154.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 519], Speed: 162.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 529], Speed: 161.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 539], Speed: 158.583 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 549], Speed: 163.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 559], Speed: 159.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 569], Speed: 143.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 579], Speed: 168.344 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 589], Speed: 158.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 599], Speed: 161.755 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.594 [Epoch 112][Batch 609], Speed: 158.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 619], Speed: 148.752 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 629], Speed: 134.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 639], Speed: 149.402 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 649], Speed: 162.607 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 659], Speed: 146.199 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 669], Speed: 166.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 679], Speed: 157.793 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 689], Speed: 160.073 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 699], Speed: 148.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 709], Speed: 161.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 719], Speed: 166.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 729], Speed: 153.571 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 739], Speed: 153.909 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 749], Speed: 135.552 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 759], Speed: 162.765 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 769], Speed: 156.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 779], Speed: 153.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 789], Speed: 167.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 799], Speed: 156.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 809], Speed: 150.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 819], Speed: 153.597 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 829], Speed: 169.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 839], Speed: 159.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 849], Speed: 167.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 859], Speed: 160.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 869], Speed: 150.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.593 [Epoch 112][Batch 879], Speed: 162.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 889], Speed: 161.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 899], Speed: 152.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 909], Speed: 162.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 919], Speed: 149.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 929], Speed: 148.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 939], Speed: 147.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 949], Speed: 161.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 959], Speed: 155.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 969], Speed: 169.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 979], Speed: 159.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 989], Speed: 161.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 999], Speed: 159.333 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1009], Speed: 177.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1019], Speed: 151.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1029], Speed: 158.500 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1039], Speed: 158.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1049], Speed: 159.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1059], Speed: 159.799 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1069], Speed: 166.324 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1079], Speed: 165.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1089], Speed: 166.173 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1099], Speed: 162.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1109], Speed: 154.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1119], Speed: 157.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1129], Speed: 160.150 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1139], Speed: 156.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.592 [Epoch 112][Batch 1149], Speed: 158.943 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 112][Batch 1159], Speed: 164.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 112][Batch 1169], Speed: 180.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 112][Batch 1179], Speed: 167.132 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 112][Batch 1189], Speed: 166.570 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 112][Batch 1199], Speed: 180.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 112][Batch 1209], Speed: 162.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 112][Batch 1219], Speed: 163.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 112] Training cost: 767.303, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 9], Speed: 143.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 19], Speed: 162.874 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 29], Speed: 165.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 39], Speed: 148.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 49], Speed: 156.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 59], Speed: 154.994 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 69], Speed: 166.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 79], Speed: 155.048 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 89], Speed: 158.077 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 99], Speed: 167.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 109], Speed: 159.334 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 119], Speed: 160.977 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 129], Speed: 155.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 139], Speed: 160.644 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 149], Speed: 157.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 159], Speed: 151.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 169], Speed: 144.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 179], Speed: 152.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 189], Speed: 167.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.591 [Epoch 113][Batch 199], Speed: 164.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 209], Speed: 157.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 219], Speed: 164.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 229], Speed: 141.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 239], Speed: 157.950 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 249], Speed: 154.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 259], Speed: 166.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 269], Speed: 160.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 279], Speed: 149.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 289], Speed: 161.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 299], Speed: 154.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 309], Speed: 152.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 319], Speed: 165.927 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 329], Speed: 147.881 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 339], Speed: 161.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 349], Speed: 150.997 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 359], Speed: 156.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 369], Speed: 163.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 379], Speed: 154.940 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 389], Speed: 157.959 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 399], Speed: 162.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 409], Speed: 158.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 419], Speed: 164.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 429], Speed: 165.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 439], Speed: 167.707 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 449], Speed: 167.174 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 459], Speed: 155.934 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.590 [Epoch 113][Batch 469], Speed: 138.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 479], Speed: 157.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 489], Speed: 167.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 499], Speed: 168.239 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 509], Speed: 153.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 519], Speed: 149.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 529], Speed: 148.070 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 539], Speed: 135.856 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 549], Speed: 169.227 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 559], Speed: 169.352 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 569], Speed: 159.491 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 579], Speed: 165.573 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 589], Speed: 146.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 599], Speed: 158.444 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 609], Speed: 167.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 619], Speed: 169.624 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 629], Speed: 162.611 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 639], Speed: 142.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 649], Speed: 152.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 659], Speed: 154.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 669], Speed: 155.972 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 679], Speed: 165.927 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 689], Speed: 151.696 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 699], Speed: 152.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 709], Speed: 157.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 719], Speed: 161.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 729], Speed: 165.404 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.589 [Epoch 113][Batch 739], Speed: 166.469 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 749], Speed: 146.813 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 759], Speed: 157.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 769], Speed: 153.801 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 779], Speed: 160.139 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 789], Speed: 153.631 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 799], Speed: 160.656 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 809], Speed: 149.551 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 819], Speed: 166.195 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 829], Speed: 156.255 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 839], Speed: 158.159 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 849], Speed: 159.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 859], Speed: 163.099 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 869], Speed: 152.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 879], Speed: 161.393 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 889], Speed: 158.387 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 899], Speed: 159.594 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 909], Speed: 160.821 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 919], Speed: 169.224 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 929], Speed: 165.399 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 939], Speed: 162.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 949], Speed: 163.805 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 959], Speed: 154.501 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 969], Speed: 166.704 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 979], Speed: 171.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 989], Speed: 154.786 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 999], Speed: 148.241 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.588 [Epoch 113][Batch 1009], Speed: 155.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1019], Speed: 163.136 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1029], Speed: 158.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1039], Speed: 166.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1049], Speed: 142.018 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1059], Speed: 158.686 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1069], Speed: 161.041 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1079], Speed: 167.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1089], Speed: 169.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1099], Speed: 170.932 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1109], Speed: 162.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1119], Speed: 153.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1129], Speed: 173.197 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1139], Speed: 158.587 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1149], Speed: 166.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1159], Speed: 160.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1169], Speed: 163.861 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1179], Speed: 160.134 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1189], Speed: 164.144 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1199], Speed: 160.439 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1209], Speed: 170.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113][Batch 1219], Speed: 161.126 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 113] Training cost: 768.618, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 114][Batch 9], Speed: 172.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.217, HeatmapFocal=1.587 [Epoch 114][Batch 19], Speed: 150.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 114][Batch 29], Speed: 161.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 114][Batch 39], Speed: 144.338 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 114][Batch 49], Speed: 147.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 114][Batch 59], Speed: 152.498 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.587 [Epoch 114][Batch 69], Speed: 166.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 79], Speed: 160.163 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 89], Speed: 173.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 99], Speed: 144.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 114][Batch 109], Speed: 160.046 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.217, HeatmapFocal=1.586 [Epoch 114][Batch 119], Speed: 156.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 129], Speed: 158.983 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 139], Speed: 145.366 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 149], Speed: 165.379 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 159], Speed: 145.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 169], Speed: 142.936 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 179], Speed: 160.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 189], Speed: 157.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 199], Speed: 161.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 209], Speed: 156.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 219], Speed: 160.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 229], Speed: 152.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 239], Speed: 145.535 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 249], Speed: 159.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 259], Speed: 161.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 269], Speed: 148.388 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 279], Speed: 159.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 289], Speed: 143.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 299], Speed: 146.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 309], Speed: 168.954 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 319], Speed: 165.949 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 329], Speed: 160.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.586 [Epoch 114][Batch 339], Speed: 149.223 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 349], Speed: 152.168 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 359], Speed: 145.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 369], Speed: 162.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 379], Speed: 156.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 389], Speed: 169.684 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 399], Speed: 152.442 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 409], Speed: 137.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 419], Speed: 155.276 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 429], Speed: 158.507 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 439], Speed: 164.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 449], Speed: 165.108 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 459], Speed: 151.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 469], Speed: 151.993 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 479], Speed: 168.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 489], Speed: 164.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 499], Speed: 159.584 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 509], Speed: 156.894 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 519], Speed: 156.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 529], Speed: 145.980 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 539], Speed: 156.950 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 549], Speed: 158.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 559], Speed: 158.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 569], Speed: 162.264 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 579], Speed: 161.297 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 589], Speed: 156.027 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 599], Speed: 159.558 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.585 [Epoch 114][Batch 609], Speed: 166.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 619], Speed: 153.453 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 629], Speed: 165.724 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 639], Speed: 152.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 649], Speed: 147.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 659], Speed: 159.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 669], Speed: 157.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 679], Speed: 151.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 689], Speed: 158.006 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 699], Speed: 149.638 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 709], Speed: 151.039 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 719], Speed: 150.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 729], Speed: 166.186 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 739], Speed: 140.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 749], Speed: 150.012 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 759], Speed: 158.389 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 769], Speed: 152.832 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 779], Speed: 148.247 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 789], Speed: 167.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 799], Speed: 145.098 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 809], Speed: 160.102 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 819], Speed: 151.496 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 829], Speed: 149.162 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 839], Speed: 155.744 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 849], Speed: 170.252 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 859], Speed: 154.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 869], Speed: 165.288 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 879], Speed: 157.354 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.584 [Epoch 114][Batch 889], Speed: 160.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 899], Speed: 162.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 909], Speed: 169.626 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 919], Speed: 150.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 929], Speed: 168.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 939], Speed: 160.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 949], Speed: 138.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 959], Speed: 162.211 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 969], Speed: 151.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 979], Speed: 151.841 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 989], Speed: 166.775 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 999], Speed: 162.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1009], Speed: 152.418 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1019], Speed: 163.026 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1029], Speed: 168.312 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1039], Speed: 145.016 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1049], Speed: 170.740 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1059], Speed: 144.348 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1069], Speed: 155.689 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1079], Speed: 153.437 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1089], Speed: 164.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1099], Speed: 154.650 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1109], Speed: 162.609 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1119], Speed: 155.315 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1129], Speed: 171.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1139], Speed: 157.175 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1149], Speed: 155.830 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.583 [Epoch 114][Batch 1159], Speed: 144.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 114][Batch 1169], Speed: 173.678 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 114][Batch 1179], Speed: 152.996 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 114][Batch 1189], Speed: 172.352 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 114][Batch 1199], Speed: 153.699 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 114][Batch 1209], Speed: 155.176 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 114][Batch 1219], Speed: 148.676 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 114] Training cost: 765.079, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 115][Batch 9], Speed: 164.797 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.582 [Epoch 115][Batch 19], Speed: 164.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.181, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 29], Speed: 160.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 39], Speed: 168.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 49], Speed: 160.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 59], Speed: 151.009 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 69], Speed: 167.406 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 79], Speed: 164.429 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 89], Speed: 165.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 99], Speed: 169.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 109], Speed: 163.198 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 119], Speed: 149.361 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 129], Speed: 163.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 115][Batch 139], Speed: 146.588 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 115][Batch 149], Speed: 158.681 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 115][Batch 159], Speed: 163.118 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 115][Batch 169], Speed: 143.440 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 115][Batch 179], Speed: 150.807 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 115][Batch 189], Speed: 164.606 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 115][Batch 199], Speed: 153.931 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.582 [Epoch 115][Batch 209], Speed: 166.777 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.582 [Epoch 115][Batch 219], Speed: 168.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 115][Batch 229], Speed: 151.697 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.581 [Epoch 115][Batch 239], Speed: 148.152 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 249], Speed: 166.145 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 259], Speed: 146.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 269], Speed: 143.931 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 279], Speed: 164.718 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 289], Speed: 153.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 299], Speed: 153.129 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 309], Speed: 162.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 319], Speed: 156.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 329], Speed: 148.292 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 339], Speed: 161.829 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 349], Speed: 164.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 359], Speed: 157.035 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 369], Speed: 152.332 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 379], Speed: 155.905 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 389], Speed: 141.374 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 399], Speed: 160.657 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 409], Speed: 155.842 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 419], Speed: 159.998 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 429], Speed: 155.919 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 439], Speed: 162.301 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 449], Speed: 164.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 459], Speed: 169.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 469], Speed: 153.384 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 479], Speed: 145.057 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.581 [Epoch 115][Batch 489], Speed: 153.013 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 499], Speed: 150.560 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 509], Speed: 155.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 519], Speed: 165.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 529], Speed: 157.003 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 539], Speed: 148.110 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 549], Speed: 154.308 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 559], Speed: 159.941 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 569], Speed: 155.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 579], Speed: 167.779 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 589], Speed: 158.691 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 599], Speed: 149.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 609], Speed: 164.405 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 619], Speed: 149.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 629], Speed: 147.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 639], Speed: 159.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 649], Speed: 146.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 659], Speed: 159.331 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 669], Speed: 152.933 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 679], Speed: 157.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 689], Speed: 144.248 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 699], Speed: 157.732 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 709], Speed: 152.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 719], Speed: 152.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 729], Speed: 166.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 739], Speed: 151.187 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 749], Speed: 151.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 759], Speed: 157.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.580 [Epoch 115][Batch 769], Speed: 165.051 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 779], Speed: 159.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 789], Speed: 167.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 799], Speed: 156.171 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 809], Speed: 150.183 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 819], Speed: 163.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 829], Speed: 160.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 839], Speed: 145.875 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 849], Speed: 164.701 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 859], Speed: 161.054 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 869], Speed: 148.082 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 879], Speed: 166.142 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 889], Speed: 153.908 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 899], Speed: 161.394 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 909], Speed: 161.380 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 919], Speed: 159.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 929], Speed: 164.622 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 939], Speed: 163.857 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 949], Speed: 152.568 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 959], Speed: 159.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 969], Speed: 167.880 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 979], Speed: 149.714 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 989], Speed: 157.022 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 999], Speed: 152.120 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 1009], Speed: 144.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 1019], Speed: 157.590 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 1029], Speed: 163.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 1039], Speed: 161.673 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.579 [Epoch 115][Batch 1049], Speed: 154.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1059], Speed: 167.008 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1069], Speed: 157.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1079], Speed: 159.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1089], Speed: 155.140 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1099], Speed: 144.978 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1109], Speed: 155.549 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1119], Speed: 151.759 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1129], Speed: 163.729 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1139], Speed: 173.863 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1149], Speed: 165.788 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1159], Speed: 158.487 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1169], Speed: 155.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1179], Speed: 159.633 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1189], Speed: 172.591 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1199], Speed: 164.017 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1209], Speed: 151.084 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115][Batch 1219], Speed: 164.414 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 115] Training cost: 762.300, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 116][Batch 9], Speed: 133.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 116][Batch 19], Speed: 164.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 116][Batch 29], Speed: 139.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 116][Batch 39], Speed: 141.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 116][Batch 49], Speed: 143.192 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 116][Batch 59], Speed: 153.339 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 116][Batch 69], Speed: 152.064 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 116][Batch 79], Speed: 151.086 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 116][Batch 89], Speed: 156.855 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.217, HeatmapFocal=1.578 [Epoch 116][Batch 99], Speed: 151.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.578 [Epoch 116][Batch 109], Speed: 152.553 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 119], Speed: 151.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 129], Speed: 158.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 139], Speed: 166.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 149], Speed: 162.395 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 159], Speed: 149.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 169], Speed: 143.730 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 179], Speed: 156.960 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 189], Speed: 160.448 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 199], Speed: 161.030 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 209], Speed: 145.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 219], Speed: 168.902 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 229], Speed: 159.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 239], Speed: 146.864 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 249], Speed: 158.483 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 259], Speed: 152.040 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 269], Speed: 149.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 279], Speed: 161.702 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 289], Speed: 132.222 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 299], Speed: 163.438 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 309], Speed: 154.449 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 319], Speed: 168.427 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 329], Speed: 151.477 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 339], Speed: 162.181 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 349], Speed: 139.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 359], Speed: 159.599 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 369], Speed: 168.336 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 379], Speed: 157.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.577 [Epoch 116][Batch 389], Speed: 152.541 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 399], Speed: 139.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 409], Speed: 137.679 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 419], Speed: 165.257 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 429], Speed: 155.816 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 439], Speed: 159.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 449], Speed: 153.745 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 459], Speed: 158.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 469], Speed: 144.826 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 479], Speed: 151.543 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 489], Speed: 164.188 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 499], Speed: 162.539 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 509], Speed: 138.939 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 519], Speed: 149.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 529], Speed: 141.555 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 539], Speed: 166.930 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 549], Speed: 153.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 559], Speed: 163.203 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 569], Speed: 156.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 579], Speed: 166.814 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 589], Speed: 154.542 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 599], Speed: 151.893 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 609], Speed: 149.557 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 619], Speed: 155.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 629], Speed: 155.859 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 639], Speed: 164.923 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 649], Speed: 164.397 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 659], Speed: 148.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.576 [Epoch 116][Batch 669], Speed: 162.537 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 679], Speed: 166.362 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 689], Speed: 152.891 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 699], Speed: 166.515 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 709], Speed: 165.356 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 719], Speed: 151.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 729], Speed: 157.803 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 739], Speed: 150.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 749], Speed: 158.050 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 759], Speed: 148.409 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 769], Speed: 152.000 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 779], Speed: 153.618 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 789], Speed: 163.869 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 799], Speed: 156.457 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 809], Speed: 162.928 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 819], Speed: 158.201 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 829], Speed: 156.539 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 839], Speed: 159.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 849], Speed: 167.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 859], Speed: 154.862 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 869], Speed: 162.564 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 879], Speed: 156.093 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 889], Speed: 153.185 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 899], Speed: 157.214 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 909], Speed: 174.164 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 919], Speed: 153.058 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 929], Speed: 154.115 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 939], Speed: 168.026 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.575 [Epoch 116][Batch 949], Speed: 154.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 959], Speed: 152.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 969], Speed: 165.667 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 979], Speed: 155.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 989], Speed: 142.764 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 999], Speed: 165.287 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1009], Speed: 153.506 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1019], Speed: 148.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1029], Speed: 149.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1039], Speed: 153.256 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1049], Speed: 148.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1059], Speed: 154.605 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1069], Speed: 154.422 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1079], Speed: 156.285 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1089], Speed: 159.969 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1099], Speed: 163.420 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1109], Speed: 159.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1119], Speed: 156.213 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1129], Speed: 148.808 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1139], Speed: 163.319 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1149], Speed: 161.664 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1159], Speed: 163.833 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1169], Speed: 167.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1179], Speed: 146.739 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1189], Speed: 166.474 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1199], Speed: 162.160 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1209], Speed: 148.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116][Batch 1219], Speed: 165.973 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 116] Training cost: 766.708, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.574 [Epoch 117][Batch 9], Speed: 149.848 samples/sec, LR=3.7500000000000003e-05, WHL1=0.177, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 19], Speed: 160.621 samples/sec, LR=3.7500000000000003e-05, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.573 [Epoch 117][Batch 29], Speed: 165.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 39], Speed: 154.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 49], Speed: 162.435 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 59], Speed: 152.237 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 69], Speed: 156.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 79], Speed: 167.243 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 89], Speed: 159.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 99], Speed: 157.272 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 109], Speed: 146.946 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 119], Speed: 162.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 129], Speed: 164.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 139], Speed: 179.836 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 149], Speed: 169.007 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 159], Speed: 139.165 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 169], Speed: 151.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 179], Speed: 146.646 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 189], Speed: 170.260 samples/sec, LR=3.7500000000000003e-05, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 199], Speed: 168.401 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 209], Speed: 155.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 219], Speed: 153.488 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 229], Speed: 151.878 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 239], Speed: 166.220 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 249], Speed: 149.121 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 259], Speed: 155.227 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 269], Speed: 167.194 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.573 [Epoch 117][Batch 279], Speed: 150.244 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.573 [Epoch 117][Batch 289], Speed: 150.352 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 299], Speed: 148.967 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 309], Speed: 171.117 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 319], Speed: 144.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 329], Speed: 166.850 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 339], Speed: 144.733 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 349], Speed: 151.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 359], Speed: 158.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 369], Speed: 163.812 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 379], Speed: 155.451 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 389], Speed: 169.579 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 399], Speed: 156.211 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 409], Speed: 143.782 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 419], Speed: 131.970 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 429], Speed: 168.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 439], Speed: 157.922 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.572 [Epoch 117][Batch 449], Speed: 164.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 459], Speed: 156.279 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 469], Speed: 135.772 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 479], Speed: 141.991 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 489], Speed: 154.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 499], Speed: 164.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 509], Speed: 159.763 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 519], Speed: 143.179 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 529], Speed: 162.712 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 539], Speed: 155.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 549], Speed: 168.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 559], Speed: 158.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 569], Speed: 159.068 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.572 [Epoch 117][Batch 579], Speed: 159.372 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 589], Speed: 141.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 599], Speed: 163.720 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 609], Speed: 167.063 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 619], Speed: 157.517 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 629], Speed: 165.706 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 639], Speed: 157.291 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 649], Speed: 160.042 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 659], Speed: 146.787 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 669], Speed: 158.391 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 679], Speed: 166.353 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 689], Speed: 160.078 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 699], Speed: 161.026 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 709], Speed: 151.529 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 719], Speed: 162.423 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 729], Speed: 150.734 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 739], Speed: 169.931 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 749], Speed: 152.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 759], Speed: 142.311 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 769], Speed: 153.109 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 779], Speed: 156.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 789], Speed: 162.373 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 799], Speed: 163.897 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 809], Speed: 165.672 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 819], Speed: 160.075 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 829], Speed: 162.466 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 839], Speed: 142.710 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.571 [Epoch 117][Batch 849], Speed: 157.659 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.571 [Epoch 117][Batch 859], Speed: 154.253 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 869], Speed: 163.770 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 879], Speed: 147.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 889], Speed: 152.421 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 899], Speed: 154.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 909], Speed: 159.088 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 919], Speed: 151.202 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 929], Speed: 162.956 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 939], Speed: 143.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 949], Speed: 150.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 959], Speed: 159.410 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 969], Speed: 149.567 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 979], Speed: 156.128 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 989], Speed: 153.780 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 999], Speed: 157.303 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1009], Speed: 157.182 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1019], Speed: 159.305 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1029], Speed: 156.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1039], Speed: 161.879 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1049], Speed: 158.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1059], Speed: 145.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1069], Speed: 154.246 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1079], Speed: 149.771 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1089], Speed: 156.904 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1099], Speed: 164.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1109], Speed: 155.095 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1119], Speed: 150.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1129], Speed: 152.781 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1139], Speed: 159.209 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.570 [Epoch 117][Batch 1149], Speed: 165.536 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 117][Batch 1159], Speed: 165.514 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 117][Batch 1169], Speed: 158.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 117][Batch 1179], Speed: 164.169 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 117][Batch 1189], Speed: 164.741 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 117][Batch 1199], Speed: 170.219 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 117][Batch 1209], Speed: 156.267 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 117][Batch 1219], Speed: 161.544 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 117] Training cost: 763.209, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 118][Batch 9], Speed: 155.604 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.212, HeatmapFocal=1.569 [Epoch 118][Batch 19], Speed: 150.746 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.213, HeatmapFocal=1.569 [Epoch 118][Batch 29], Speed: 163.628 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.214, HeatmapFocal=1.569 [Epoch 118][Batch 39], Speed: 147.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.214, HeatmapFocal=1.569 [Epoch 118][Batch 49], Speed: 164.888 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.214, HeatmapFocal=1.569 [Epoch 118][Batch 59], Speed: 171.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.214, HeatmapFocal=1.569 [Epoch 118][Batch 69], Speed: 164.945 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.214, HeatmapFocal=1.569 [Epoch 118][Batch 79], Speed: 163.858 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.215, HeatmapFocal=1.569 [Epoch 118][Batch 89], Speed: 159.447 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.215, HeatmapFocal=1.569 [Epoch 118][Batch 99], Speed: 151.097 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.215, HeatmapFocal=1.569 [Epoch 118][Batch 109], Speed: 141.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.569 [Epoch 118][Batch 119], Speed: 150.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.215, HeatmapFocal=1.569 [Epoch 118][Batch 129], Speed: 160.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 118][Batch 139], Speed: 159.350 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 118][Batch 149], Speed: 175.480 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 118][Batch 159], Speed: 153.789 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 118][Batch 169], Speed: 164.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 118][Batch 179], Speed: 165.080 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 118][Batch 189], Speed: 170.299 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 118][Batch 199], Speed: 154.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.569 [Epoch 118][Batch 209], Speed: 169.360 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 219], Speed: 152.177 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 229], Speed: 163.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 239], Speed: 153.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 249], Speed: 154.534 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 259], Speed: 158.641 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 269], Speed: 165.476 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 279], Speed: 150.416 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 289], Speed: 152.992 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 299], Speed: 151.675 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 309], Speed: 165.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 319], Speed: 151.913 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 329], Speed: 146.337 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 339], Speed: 161.773 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 349], Speed: 159.538 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 359], Speed: 165.137 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 369], Speed: 164.286 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 379], Speed: 154.802 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 389], Speed: 162.032 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 399], Speed: 158.341 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 409], Speed: 160.358 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.568 [Epoch 118][Batch 419], Speed: 161.912 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.568 [Epoch 118][Batch 429], Speed: 154.865 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.568 [Epoch 118][Batch 439], Speed: 157.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 449], Speed: 157.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.215, HeatmapFocal=1.568 [Epoch 118][Batch 459], Speed: 152.870 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 469], Speed: 157.698 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 479], Speed: 152.683 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.568 [Epoch 118][Batch 489], Speed: 161.271 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 499], Speed: 155.685 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 509], Speed: 164.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 519], Speed: 153.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 529], Speed: 165.523 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 539], Speed: 148.111 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 549], Speed: 162.205 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 559], Speed: 162.419 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 569], Speed: 160.193 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 579], Speed: 167.742 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 589], Speed: 152.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 599], Speed: 163.133 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 609], Speed: 152.294 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 619], Speed: 160.640 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 629], Speed: 164.434 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 639], Speed: 162.148 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 649], Speed: 155.822 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 659], Speed: 137.482 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 669], Speed: 167.884 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 679], Speed: 160.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 689], Speed: 162.033 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 699], Speed: 157.722 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 709], Speed: 156.613 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 719], Speed: 163.982 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 729], Speed: 168.316 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 739], Speed: 171.554 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 749], Speed: 164.868 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 759], Speed: 161.743 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 769], Speed: 151.711 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.567 [Epoch 118][Batch 779], Speed: 145.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 789], Speed: 162.758 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 799], Speed: 149.976 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 809], Speed: 163.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 819], Speed: 165.454 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 829], Speed: 157.104 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 839], Speed: 135.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 849], Speed: 165.441 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 859], Speed: 146.106 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 869], Speed: 164.215 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 879], Speed: 159.510 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 889], Speed: 150.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 899], Speed: 149.433 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 909], Speed: 169.411 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 919], Speed: 169.290 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 929], Speed: 164.796 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 939], Speed: 165.989 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 949], Speed: 143.191 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 959], Speed: 155.834 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 969], Speed: 160.043 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 979], Speed: 152.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 989], Speed: 153.456 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 999], Speed: 169.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 1009], Speed: 158.370 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 1019], Speed: 153.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 1029], Speed: 152.029 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 1039], Speed: 166.806 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 1049], Speed: 168.262 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 1059], Speed: 164.166 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.566 [Epoch 118][Batch 1069], Speed: 160.790 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1079], Speed: 157.446 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1089], Speed: 158.230 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1099], Speed: 163.752 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1109], Speed: 164.131 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1119], Speed: 166.236 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1129], Speed: 165.924 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1139], Speed: 157.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1149], Speed: 167.926 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1159], Speed: 161.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1169], Speed: 160.907 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1179], Speed: 168.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1189], Speed: 152.302 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1199], Speed: 173.204 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1209], Speed: 159.831 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118][Batch 1219], Speed: 154.677 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 118] Training cost: 760.438, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 119][Batch 9], Speed: 155.572 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.214, HeatmapFocal=1.565 [Epoch 119][Batch 19], Speed: 160.520 samples/sec, LR=3.7500000000000003e-05, WHL1=0.192, CenterRegL1=0.214, HeatmapFocal=1.565 [Epoch 119][Batch 29], Speed: 167.703 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.214, HeatmapFocal=1.565 [Epoch 119][Batch 39], Speed: 161.901 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.215, HeatmapFocal=1.565 [Epoch 119][Batch 49], Speed: 146.951 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 119][Batch 59], Speed: 128.003 samples/sec, LR=3.7500000000000003e-05, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 119][Batch 69], Speed: 166.533 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 119][Batch 79], Speed: 147.898 samples/sec, LR=3.7500000000000003e-05, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 119][Batch 89], Speed: 162.503 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 119][Batch 99], Speed: 145.363 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 119][Batch 109], Speed: 149.911 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 119][Batch 119], Speed: 147.385 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 119][Batch 129], Speed: 162.445 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.565 [Epoch 119][Batch 139], Speed: 165.574 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 149], Speed: 169.478 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 159], Speed: 148.472 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 169], Speed: 154.708 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 179], Speed: 157.010 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 189], Speed: 170.245 samples/sec, LR=3.7500000000000003e-05, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 199], Speed: 152.575 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 209], Speed: 167.547 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 219], Speed: 143.709 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 229], Speed: 149.964 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 239], Speed: 154.499 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 249], Speed: 161.359 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 259], Speed: 165.266 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 269], Speed: 165.055 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 279], Speed: 152.130 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 289], Speed: 145.504 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 299], Speed: 155.518 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 309], Speed: 162.304 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 319], Speed: 165.585 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 329], Speed: 161.528 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 339], Speed: 154.443 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 349], Speed: 156.349 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 359], Speed: 158.562 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 369], Speed: 164.728 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 379], Speed: 155.899 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 389], Speed: 164.233 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 399], Speed: 153.318 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 409], Speed: 145.612 samples/sec, LR=3.7500000000000003e-05, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 419], Speed: 150.135 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.564 [Epoch 119][Batch 429], Speed: 165.990 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 439], Speed: 169.259 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 449], Speed: 158.876 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 459], Speed: 164.149 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 469], Speed: 157.021 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 479], Speed: 154.232 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 489], Speed: 164.390 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 499], Speed: 155.757 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 509], Speed: 164.147 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 519], Speed: 154.530 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 529], Speed: 140.467 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 539], Speed: 160.431 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 549], Speed: 161.493 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 559], Speed: 166.107 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 569], Speed: 169.306 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 579], Speed: 151.382 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 589], Speed: 156.838 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 599], Speed: 154.837 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 609], Speed: 157.540 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 619], Speed: 164.428 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 629], Speed: 136.918 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 639], Speed: 148.885 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 649], Speed: 149.365 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 659], Speed: 157.620 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 669], Speed: 153.569 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 679], Speed: 168.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.563 [Epoch 119][Batch 689], Speed: 162.511 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.563 [Epoch 119][Batch 699], Speed: 149.014 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.563 [Epoch 119][Batch 709], Speed: 157.603 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.562 [Epoch 119][Batch 719], Speed: 157.321 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.562 [Epoch 119][Batch 729], Speed: 165.037 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.562 [Epoch 119][Batch 739], Speed: 167.052 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.562 [Epoch 119][Batch 749], Speed: 148.465 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.562 [Epoch 119][Batch 759], Speed: 147.726 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.562 [Epoch 119][Batch 769], Speed: 149.240 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.562 [Epoch 119][Batch 779], Speed: 139.218 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.562 [Epoch 119][Batch 789], Speed: 165.357 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 799], Speed: 165.238 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 809], Speed: 159.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 819], Speed: 163.087 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 829], Speed: 161.377 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 839], Speed: 158.459 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 849], Speed: 165.892 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 859], Speed: 157.872 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 869], Speed: 145.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 879], Speed: 159.785 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 889], Speed: 146.617 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 899], Speed: 141.423 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 909], Speed: 168.326 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 919], Speed: 158.460 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 929], Speed: 153.642 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 939], Speed: 160.552 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 949], Speed: 144.522 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 959], Speed: 157.652 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 969], Speed: 171.317 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 979], Speed: 163.635 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 989], Speed: 161.378 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.562 [Epoch 119][Batch 999], Speed: 149.154 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1009], Speed: 155.655 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1019], Speed: 153.263 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1029], Speed: 157.369 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1039], Speed: 164.298 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1049], Speed: 165.083 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1059], Speed: 149.748 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1069], Speed: 158.375 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1079], Speed: 147.461 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1089], Speed: 156.489 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1099], Speed: 166.320 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1109], Speed: 168.208 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1119], Speed: 159.886 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1129], Speed: 158.020 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1139], Speed: 151.031 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1149], Speed: 171.212 samples/sec, LR=3.7500000000000003e-05, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1159], Speed: 168.876 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1169], Speed: 158.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1179], Speed: 177.692 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1189], Speed: 154.622 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1199], Speed: 170.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1209], Speed: 161.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119][Batch 1219], Speed: 167.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 119] Training cost: 762.094, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 120][Batch 9], Speed: 158.098 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 120][Batch 19], Speed: 167.737 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 120][Batch 29], Speed: 164.658 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 120][Batch 39], Speed: 154.815 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 120][Batch 49], Speed: 150.188 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 120][Batch 59], Speed: 159.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 120][Batch 69], Speed: 161.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.561 [Epoch 120][Batch 79], Speed: 165.981 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 89], Speed: 143.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 99], Speed: 146.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 109], Speed: 164.070 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 119], Speed: 158.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 129], Speed: 175.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 139], Speed: 162.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 149], Speed: 167.394 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 159], Speed: 153.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 169], Speed: 148.112 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 179], Speed: 151.788 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 189], Speed: 143.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 199], Speed: 152.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 209], Speed: 164.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 219], Speed: 156.259 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 229], Speed: 149.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 239], Speed: 158.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 249], Speed: 159.900 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 259], Speed: 156.471 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 269], Speed: 161.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 279], Speed: 156.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 289], Speed: 138.238 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 299], Speed: 154.655 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 309], Speed: 156.548 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 319], Speed: 149.495 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 329], Speed: 164.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 339], Speed: 163.329 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 349], Speed: 146.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.560 [Epoch 120][Batch 359], Speed: 169.920 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 369], Speed: 169.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 379], Speed: 155.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 389], Speed: 153.985 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 399], Speed: 147.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 409], Speed: 162.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 419], Speed: 151.738 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 429], Speed: 165.509 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 439], Speed: 149.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 449], Speed: 160.917 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 459], Speed: 152.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 469], Speed: 149.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 479], Speed: 165.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 489], Speed: 159.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 499], Speed: 155.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 509], Speed: 162.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 519], Speed: 152.972 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 529], Speed: 146.585 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 539], Speed: 149.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 549], Speed: 149.148 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 559], Speed: 151.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 569], Speed: 165.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 579], Speed: 160.935 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 589], Speed: 153.455 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 599], Speed: 160.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 609], Speed: 158.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 619], Speed: 134.116 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 629], Speed: 157.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 639], Speed: 148.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.559 [Epoch 120][Batch 649], Speed: 143.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 659], Speed: 139.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 669], Speed: 166.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 679], Speed: 152.625 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 689], Speed: 159.001 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 699], Speed: 150.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 709], Speed: 136.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 719], Speed: 163.799 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 729], Speed: 168.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 739], Speed: 154.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 749], Speed: 168.124 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 759], Speed: 157.878 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 769], Speed: 153.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 779], Speed: 162.876 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 789], Speed: 157.145 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 799], Speed: 150.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 809], Speed: 167.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 819], Speed: 166.423 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 829], Speed: 158.288 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 839], Speed: 156.229 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 849], Speed: 159.941 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 859], Speed: 150.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 869], Speed: 166.361 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 879], Speed: 155.164 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 889], Speed: 158.758 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 899], Speed: 162.552 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 909], Speed: 159.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 919], Speed: 167.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 929], Speed: 163.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 939], Speed: 159.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.558 [Epoch 120][Batch 949], Speed: 163.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 959], Speed: 167.749 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 969], Speed: 146.876 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 979], Speed: 148.715 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 989], Speed: 172.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 999], Speed: 151.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1009], Speed: 145.747 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1019], Speed: 162.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1029], Speed: 159.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1039], Speed: 160.539 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1049], Speed: 165.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1059], Speed: 161.159 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1069], Speed: 162.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1079], Speed: 164.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1089], Speed: 163.802 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1099], Speed: 162.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1109], Speed: 150.762 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1119], Speed: 165.284 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1129], Speed: 157.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1139], Speed: 176.196 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1149], Speed: 147.749 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1159], Speed: 158.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1169], Speed: 155.134 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1179], Speed: 161.421 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1189], Speed: 154.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1199], Speed: 158.054 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1209], Speed: 159.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120][Batch 1219], Speed: 160.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120] Training cost: 766.113, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.557 [Epoch 120] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.343 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.529 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.359 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.126 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.382 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.294 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.442 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.197 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.494 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.684 person=44.7 bicycle=23.0 car=29.5 motorcycle=37.6 airplane=60.8 bus=59.5 train=63.1 truck=29.6 boat=19.2 traffic light=18.1 fire hydrant=60.9 stop sign=55.9 parking meter=41.1 bench=20.7 bird=27.8 cat=65.1 dog=58.9 horse=52.9 sheep=44.4 cow=45.2 elephant=61.9 bear=68.3 zebra=63.8 giraffe=63.8 backpack=11.2 umbrella=33.3 handbag=10.1 tie=23.9 suitcase=30.4 frisbee=48.3 skis=19.7 snowboard=21.4 sports ball=28.1 kite=31.3 baseball bat=21.2 baseball glove=27.7 skateboard=47.4 surfboard=28.4 tennis racket=38.0 bottle=26.3 wine glass=24.5 cup=30.4 fork=25.5 knife=10.6 spoon=12.0 bowl=31.7 banana=17.5 apple=15.7 sandwich=34.2 orange=27.4 broccoli=18.6 carrot=16.5 hot dog=26.4 pizza=44.0 donut=37.1 cake=30.4 chair=22.6 couch=40.8 potted plant=21.9 bed=40.2 dining table=24.4 toilet=57.1 tv=51.3 laptop=53.8 mouse=46.7 remote=19.1 keyboard=44.8 cell phone=25.1 microwave=46.2 oven=29.7 toaster=17.6 sink=31.9 refrigerator=47.8 book=6.3 clock=41.6 vase=32.1 scissors=19.8 teddy bear=39.9 hair drier=1.2 toothbrush=16.8 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =34.3 [Epoch 121][Batch 9], Speed: 166.394 samples/sec, LR=3.750000000000001e-06, WHL1=0.192, CenterRegL1=0.217, HeatmapFocal=1.556 [Epoch 121][Batch 19], Speed: 161.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.193, CenterRegL1=0.217, HeatmapFocal=1.556 [Epoch 121][Batch 29], Speed: 163.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.192, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 121][Batch 39], Speed: 148.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.193, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 121][Batch 49], Speed: 159.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.191, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 121][Batch 59], Speed: 154.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 121][Batch 69], Speed: 167.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 121][Batch 79], Speed: 167.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.190, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 121][Batch 89], Speed: 165.664 samples/sec, LR=3.750000000000001e-06, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 121][Batch 99], Speed: 164.811 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.556 [Epoch 121][Batch 109], Speed: 138.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 119], Speed: 160.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 129], Speed: 160.461 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 139], Speed: 170.663 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 149], Speed: 171.357 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 159], Speed: 164.229 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 169], Speed: 128.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 179], Speed: 144.335 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 189], Speed: 168.492 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 199], Speed: 169.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 209], Speed: 169.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 219], Speed: 162.923 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 229], Speed: 161.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 239], Speed: 159.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 249], Speed: 169.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 259], Speed: 168.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 269], Speed: 165.264 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 279], Speed: 155.978 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 289], Speed: 147.063 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 299], Speed: 147.452 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.556 [Epoch 121][Batch 309], Speed: 168.756 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 319], Speed: 154.245 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 329], Speed: 159.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 339], Speed: 158.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 349], Speed: 148.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 359], Speed: 147.138 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 369], Speed: 161.992 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 379], Speed: 161.665 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 389], Speed: 164.139 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 399], Speed: 173.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 409], Speed: 146.783 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 419], Speed: 156.039 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 429], Speed: 165.953 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 439], Speed: 153.973 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 449], Speed: 157.615 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 459], Speed: 166.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 469], Speed: 151.747 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 479], Speed: 156.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 489], Speed: 164.787 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 499], Speed: 165.589 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 509], Speed: 155.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 519], Speed: 164.662 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 529], Speed: 154.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 539], Speed: 151.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 549], Speed: 167.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 559], Speed: 157.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 569], Speed: 166.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 579], Speed: 166.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 589], Speed: 151.454 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.555 [Epoch 121][Batch 599], Speed: 150.696 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 609], Speed: 160.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 619], Speed: 167.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 629], Speed: 146.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 639], Speed: 163.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 649], Speed: 157.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 659], Speed: 162.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 669], Speed: 170.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 679], Speed: 166.764 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 689], Speed: 168.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 699], Speed: 159.726 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 709], Speed: 153.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 719], Speed: 165.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 729], Speed: 164.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 739], Speed: 154.889 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 749], Speed: 165.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 759], Speed: 168.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 769], Speed: 156.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 779], Speed: 159.551 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 789], Speed: 168.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 799], Speed: 154.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 809], Speed: 168.001 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 819], Speed: 163.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 829], Speed: 159.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 839], Speed: 160.615 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 849], Speed: 161.904 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 859], Speed: 149.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 869], Speed: 163.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 879], Speed: 168.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.554 [Epoch 121][Batch 889], Speed: 133.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 899], Speed: 160.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 909], Speed: 167.074 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 919], Speed: 159.638 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 929], Speed: 170.804 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 939], Speed: 149.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 949], Speed: 146.737 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 959], Speed: 155.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 969], Speed: 156.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 979], Speed: 162.726 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 989], Speed: 163.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 999], Speed: 161.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1009], Speed: 152.099 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1019], Speed: 157.726 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1029], Speed: 164.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1039], Speed: 157.230 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1049], Speed: 166.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1059], Speed: 162.555 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1069], Speed: 138.884 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1079], Speed: 155.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1089], Speed: 167.951 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1099], Speed: 163.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1109], Speed: 157.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1119], Speed: 174.996 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1129], Speed: 151.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1139], Speed: 167.899 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1149], Speed: 160.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1159], Speed: 174.803 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1169], Speed: 152.205 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.553 [Epoch 121][Batch 1179], Speed: 161.392 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 121][Batch 1189], Speed: 161.928 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 121][Batch 1199], Speed: 153.266 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 121][Batch 1209], Speed: 162.031 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 121][Batch 1219], Speed: 163.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 121] Training cost: 756.648, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 9], Speed: 152.617 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.214, HeatmapFocal=1.552 [Epoch 122][Batch 19], Speed: 160.798 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 29], Speed: 158.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.189, CenterRegL1=0.214, HeatmapFocal=1.552 [Epoch 122][Batch 39], Speed: 156.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.189, CenterRegL1=0.214, HeatmapFocal=1.552 [Epoch 122][Batch 49], Speed: 141.651 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.214, HeatmapFocal=1.552 [Epoch 122][Batch 59], Speed: 150.272 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.552 [Epoch 122][Batch 69], Speed: 153.769 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.552 [Epoch 122][Batch 79], Speed: 173.376 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.552 [Epoch 122][Batch 89], Speed: 148.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.552 [Epoch 122][Batch 99], Speed: 160.803 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 109], Speed: 144.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.214, HeatmapFocal=1.552 [Epoch 122][Batch 119], Speed: 168.680 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.214, HeatmapFocal=1.552 [Epoch 122][Batch 129], Speed: 161.682 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 139], Speed: 174.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 149], Speed: 145.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 159], Speed: 139.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 169], Speed: 154.905 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 179], Speed: 149.355 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 189], Speed: 167.437 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 199], Speed: 161.452 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 209], Speed: 157.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 219], Speed: 166.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 229], Speed: 156.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 239], Speed: 160.844 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.552 [Epoch 122][Batch 249], Speed: 156.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 259], Speed: 169.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 269], Speed: 146.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 279], Speed: 163.322 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 289], Speed: 157.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 299], Speed: 166.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 309], Speed: 139.919 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 319], Speed: 169.503 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 329], Speed: 155.930 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 339], Speed: 168.179 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 349], Speed: 158.068 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 359], Speed: 167.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 369], Speed: 170.260 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 379], Speed: 164.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 389], Speed: 145.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 399], Speed: 162.810 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 409], Speed: 161.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 419], Speed: 147.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 429], Speed: 155.143 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 439], Speed: 157.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 449], Speed: 162.021 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 459], Speed: 156.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 469], Speed: 155.771 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 479], Speed: 157.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 489], Speed: 167.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 499], Speed: 168.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 509], Speed: 152.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 519], Speed: 160.448 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 529], Speed: 149.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 539], Speed: 167.186 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.551 [Epoch 122][Batch 549], Speed: 164.917 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 559], Speed: 165.425 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 569], Speed: 163.854 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 579], Speed: 149.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 589], Speed: 163.045 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 599], Speed: 156.199 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 609], Speed: 169.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 619], Speed: 167.024 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 629], Speed: 166.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 639], Speed: 159.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 649], Speed: 154.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 659], Speed: 165.588 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 669], Speed: 172.285 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 679], Speed: 153.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 689], Speed: 156.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 699], Speed: 148.114 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 709], Speed: 160.762 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 719], Speed: 163.296 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 729], Speed: 169.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 739], Speed: 168.648 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 749], Speed: 161.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 759], Speed: 155.468 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 769], Speed: 162.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 779], Speed: 125.973 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 789], Speed: 169.264 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 799], Speed: 161.753 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 809], Speed: 156.002 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 819], Speed: 152.259 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 829], Speed: 134.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 839], Speed: 163.221 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.550 [Epoch 122][Batch 849], Speed: 160.996 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 859], Speed: 164.259 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 869], Speed: 161.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 879], Speed: 158.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 889], Speed: 164.774 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 899], Speed: 139.090 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 909], Speed: 169.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 919], Speed: 156.957 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 929], Speed: 169.484 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 939], Speed: 159.680 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 949], Speed: 146.720 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 959], Speed: 163.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 969], Speed: 166.656 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 979], Speed: 159.834 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 989], Speed: 162.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 999], Speed: 146.186 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1009], Speed: 167.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1019], Speed: 158.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1029], Speed: 162.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1039], Speed: 167.914 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1049], Speed: 148.284 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1059], Speed: 156.473 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1069], Speed: 165.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1079], Speed: 142.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1089], Speed: 161.283 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1099], Speed: 159.418 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1109], Speed: 159.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1119], Speed: 168.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1129], Speed: 174.334 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1139], Speed: 159.168 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.549 [Epoch 122][Batch 1149], Speed: 160.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 122][Batch 1159], Speed: 162.427 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 122][Batch 1169], Speed: 139.493 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 122][Batch 1179], Speed: 155.743 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 122][Batch 1189], Speed: 145.663 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 122][Batch 1199], Speed: 163.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 122][Batch 1209], Speed: 144.676 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 122][Batch 1219], Speed: 161.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 122] Training cost: 761.676, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 9], Speed: 156.475 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.548 [Epoch 123][Batch 19], Speed: 164.293 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 29], Speed: 165.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.548 [Epoch 123][Batch 39], Speed: 150.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.548 [Epoch 123][Batch 49], Speed: 151.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.548 [Epoch 123][Batch 59], Speed: 157.589 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 69], Speed: 143.120 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 79], Speed: 164.520 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 89], Speed: 168.744 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 99], Speed: 153.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 109], Speed: 157.533 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 119], Speed: 146.758 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 129], Speed: 164.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 139], Speed: 159.712 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 149], Speed: 164.481 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 159], Speed: 149.550 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 169], Speed: 150.680 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 179], Speed: 160.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 189], Speed: 169.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 199], Speed: 154.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 209], Speed: 161.185 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.548 [Epoch 123][Batch 219], Speed: 164.721 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 229], Speed: 162.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 239], Speed: 162.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 249], Speed: 155.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 259], Speed: 159.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 269], Speed: 170.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 279], Speed: 150.104 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 289], Speed: 151.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 299], Speed: 161.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 309], Speed: 167.699 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 319], Speed: 168.772 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 329], Speed: 172.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 339], Speed: 156.110 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 349], Speed: 163.752 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 359], Speed: 150.770 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 369], Speed: 163.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 379], Speed: 160.245 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 389], Speed: 173.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 399], Speed: 157.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 409], Speed: 148.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 419], Speed: 150.499 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 429], Speed: 156.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 439], Speed: 150.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 449], Speed: 162.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 459], Speed: 160.106 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 469], Speed: 144.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 479], Speed: 156.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 489], Speed: 164.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 499], Speed: 161.778 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 509], Speed: 160.057 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.547 [Epoch 123][Batch 519], Speed: 148.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 529], Speed: 149.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 539], Speed: 146.864 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 549], Speed: 151.459 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 559], Speed: 134.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 569], Speed: 138.435 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 579], Speed: 167.477 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 589], Speed: 152.895 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 599], Speed: 164.946 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 609], Speed: 160.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 619], Speed: 161.324 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 629], Speed: 163.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 639], Speed: 163.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 649], Speed: 149.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 659], Speed: 148.568 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 669], Speed: 166.756 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 679], Speed: 161.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 689], Speed: 158.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 699], Speed: 143.686 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 709], Speed: 162.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 719], Speed: 156.173 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 729], Speed: 163.645 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 739], Speed: 156.488 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 749], Speed: 167.392 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 759], Speed: 158.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 769], Speed: 157.611 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 779], Speed: 141.974 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 789], Speed: 169.416 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 799], Speed: 163.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 809], Speed: 167.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.546 [Epoch 123][Batch 819], Speed: 158.322 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 829], Speed: 154.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 839], Speed: 156.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 849], Speed: 163.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 859], Speed: 143.867 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 869], Speed: 167.245 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 879], Speed: 142.599 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 889], Speed: 133.822 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 899], Speed: 150.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 909], Speed: 158.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 919], Speed: 165.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 929], Speed: 162.581 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 939], Speed: 166.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 949], Speed: 146.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 959], Speed: 157.492 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 969], Speed: 163.069 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 979], Speed: 151.308 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 989], Speed: 158.562 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 999], Speed: 160.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1009], Speed: 143.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1019], Speed: 157.823 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1029], Speed: 159.261 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1039], Speed: 152.452 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1049], Speed: 168.262 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1059], Speed: 163.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1069], Speed: 165.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1079], Speed: 142.466 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1089], Speed: 157.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1099], Speed: 163.786 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1109], Speed: 156.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.545 [Epoch 123][Batch 1119], Speed: 165.996 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123][Batch 1129], Speed: 163.953 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123][Batch 1139], Speed: 170.618 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123][Batch 1149], Speed: 156.962 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123][Batch 1159], Speed: 168.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123][Batch 1169], Speed: 156.931 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123][Batch 1179], Speed: 163.287 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123][Batch 1189], Speed: 161.936 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123][Batch 1199], Speed: 159.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123][Batch 1209], Speed: 160.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123][Batch 1219], Speed: 165.593 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 123] Training cost: 758.553, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 9], Speed: 171.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.213, HeatmapFocal=1.544 [Epoch 124][Batch 19], Speed: 162.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 29], Speed: 146.234 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 39], Speed: 160.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 49], Speed: 151.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 59], Speed: 144.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.544 [Epoch 124][Batch 69], Speed: 167.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 79], Speed: 170.324 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 89], Speed: 163.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 99], Speed: 155.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 109], Speed: 155.208 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 119], Speed: 139.497 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 129], Speed: 172.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 139], Speed: 166.689 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 149], Speed: 172.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 159], Speed: 156.807 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 169], Speed: 157.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 179], Speed: 163.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 189], Speed: 166.033 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 199], Speed: 167.545 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.544 [Epoch 124][Batch 209], Speed: 152.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 219], Speed: 157.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 229], Speed: 156.806 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 239], Speed: 157.718 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 249], Speed: 164.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 259], Speed: 162.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 269], Speed: 165.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 279], Speed: 142.203 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 289], Speed: 151.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 299], Speed: 148.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 309], Speed: 167.810 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 319], Speed: 157.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 329], Speed: 163.712 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 339], Speed: 151.990 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 349], Speed: 161.804 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 359], Speed: 160.135 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 369], Speed: 165.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 379], Speed: 172.555 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 389], Speed: 150.638 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 399], Speed: 129.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 409], Speed: 148.156 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 419], Speed: 149.891 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 429], Speed: 167.940 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 439], Speed: 159.792 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 449], Speed: 147.780 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 459], Speed: 146.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 469], Speed: 155.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 479], Speed: 162.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 489], Speed: 164.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 499], Speed: 162.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.543 [Epoch 124][Batch 509], Speed: 150.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 519], Speed: 153.564 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 529], Speed: 154.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 539], Speed: 144.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 549], Speed: 164.711 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 559], Speed: 170.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 569], Speed: 157.564 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 579], Speed: 156.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 589], Speed: 153.484 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 599], Speed: 143.953 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 609], Speed: 164.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 619], Speed: 171.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 629], Speed: 157.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 639], Speed: 152.611 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 649], Speed: 148.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 659], Speed: 159.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 669], Speed: 163.070 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 679], Speed: 169.042 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 689], Speed: 162.953 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 699], Speed: 154.934 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 709], Speed: 158.936 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 719], Speed: 148.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 729], Speed: 161.419 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 739], Speed: 160.744 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 749], Speed: 160.418 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 759], Speed: 153.222 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 769], Speed: 147.416 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 779], Speed: 146.593 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 789], Speed: 157.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 799], Speed: 169.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 809], Speed: 153.645 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.542 [Epoch 124][Batch 819], Speed: 156.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 829], Speed: 155.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 839], Speed: 150.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 849], Speed: 161.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 859], Speed: 159.420 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 869], Speed: 155.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 879], Speed: 158.984 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 889], Speed: 154.615 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 899], Speed: 161.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 909], Speed: 158.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 919], Speed: 164.308 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 929], Speed: 151.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 939], Speed: 154.625 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 949], Speed: 164.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 959], Speed: 144.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 969], Speed: 166.130 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 979], Speed: 166.965 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 989], Speed: 158.857 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 999], Speed: 154.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1009], Speed: 134.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1019], Speed: 162.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1029], Speed: 165.883 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1039], Speed: 165.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1049], Speed: 154.024 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1059], Speed: 151.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1069], Speed: 155.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1079], Speed: 160.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1089], Speed: 162.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1099], Speed: 167.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1109], Speed: 155.069 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.541 [Epoch 124][Batch 1119], Speed: 148.763 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124][Batch 1129], Speed: 161.282 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124][Batch 1139], Speed: 171.962 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124][Batch 1149], Speed: 154.179 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124][Batch 1159], Speed: 159.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124][Batch 1169], Speed: 160.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124][Batch 1179], Speed: 159.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124][Batch 1189], Speed: 174.922 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124][Batch 1199], Speed: 159.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124][Batch 1209], Speed: 144.116 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124][Batch 1219], Speed: 169.735 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 124] Training cost: 765.296, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 9], Speed: 163.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.540 [Epoch 125][Batch 19], Speed: 148.982 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 29], Speed: 161.256 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.216, HeatmapFocal=1.540 [Epoch 125][Batch 39], Speed: 158.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 49], Speed: 138.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 59], Speed: 164.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 69], Speed: 170.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 79], Speed: 162.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 89], Speed: 165.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 99], Speed: 166.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.540 [Epoch 125][Batch 109], Speed: 157.056 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 119], Speed: 149.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 129], Speed: 159.781 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 139], Speed: 161.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 149], Speed: 156.577 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 159], Speed: 152.463 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 169], Speed: 153.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 179], Speed: 157.209 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 189], Speed: 156.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 199], Speed: 162.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.540 [Epoch 125][Batch 209], Speed: 166.053 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 219], Speed: 160.458 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 229], Speed: 156.555 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 239], Speed: 155.277 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 249], Speed: 164.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 259], Speed: 151.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 269], Speed: 155.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 279], Speed: 165.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 289], Speed: 154.793 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 299], Speed: 166.205 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 309], Speed: 147.308 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 319], Speed: 160.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 329], Speed: 153.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 339], Speed: 165.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 349], Speed: 162.585 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 359], Speed: 150.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 369], Speed: 154.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 379], Speed: 154.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 389], Speed: 146.818 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 399], Speed: 155.760 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 409], Speed: 164.189 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 419], Speed: 158.630 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 429], Speed: 160.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 439], Speed: 161.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 449], Speed: 154.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 459], Speed: 156.063 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 469], Speed: 160.630 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 479], Speed: 162.996 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 489], Speed: 165.388 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 499], Speed: 164.261 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.539 [Epoch 125][Batch 509], Speed: 155.475 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 519], Speed: 156.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 529], Speed: 165.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 539], Speed: 155.410 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 549], Speed: 167.302 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 559], Speed: 156.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 569], Speed: 141.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 579], Speed: 165.950 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 589], Speed: 154.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 599], Speed: 159.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 609], Speed: 169.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 619], Speed: 143.464 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 629], Speed: 144.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 639], Speed: 169.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 649], Speed: 164.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 659], Speed: 151.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 669], Speed: 163.533 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 679], Speed: 153.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 689], Speed: 150.914 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 699], Speed: 165.470 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 709], Speed: 153.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 719], Speed: 158.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 729], Speed: 164.743 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 739], Speed: 164.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 749], Speed: 143.487 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 759], Speed: 156.941 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 769], Speed: 147.315 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 779], Speed: 152.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 789], Speed: 160.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 799], Speed: 154.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 809], Speed: 161.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.538 [Epoch 125][Batch 819], Speed: 165.169 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 829], Speed: 164.241 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 839], Speed: 151.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 849], Speed: 168.699 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 859], Speed: 161.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 869], Speed: 140.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 879], Speed: 162.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 889], Speed: 152.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 899], Speed: 151.367 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 909], Speed: 158.828 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 919], Speed: 156.142 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 929], Speed: 152.896 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 939], Speed: 163.984 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 949], Speed: 157.584 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 959], Speed: 167.423 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 969], Speed: 163.718 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 979], Speed: 153.934 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 989], Speed: 162.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 999], Speed: 167.533 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1009], Speed: 160.327 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1019], Speed: 151.266 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1029], Speed: 160.489 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1039], Speed: 162.225 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1049], Speed: 148.944 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1059], Speed: 155.984 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1069], Speed: 153.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1079], Speed: 158.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1089], Speed: 160.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1099], Speed: 144.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1109], Speed: 155.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1119], Speed: 172.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.537 [Epoch 125][Batch 1129], Speed: 161.849 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 125][Batch 1139], Speed: 153.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 125][Batch 1149], Speed: 155.478 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 125][Batch 1159], Speed: 159.756 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 125][Batch 1169], Speed: 174.413 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 125][Batch 1179], Speed: 170.854 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 125][Batch 1189], Speed: 170.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 125][Batch 1199], Speed: 167.468 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 125][Batch 1209], Speed: 149.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 125][Batch 1219], Speed: 156.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 125] Training cost: 762.980, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 9], Speed: 160.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 126][Batch 19], Speed: 167.985 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 126][Batch 29], Speed: 168.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 126][Batch 39], Speed: 147.537 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 49], Speed: 153.814 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 126][Batch 59], Speed: 146.655 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.536 [Epoch 126][Batch 69], Speed: 169.550 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 79], Speed: 164.684 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 89], Speed: 170.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 99], Speed: 143.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 109], Speed: 159.969 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 119], Speed: 160.352 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 129], Speed: 157.218 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 139], Speed: 169.786 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 149], Speed: 164.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 159], Speed: 159.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 169], Speed: 154.909 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 179], Speed: 163.378 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 189], Speed: 170.106 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 199], Speed: 157.078 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 209], Speed: 162.611 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.536 [Epoch 126][Batch 219], Speed: 159.209 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 229], Speed: 141.816 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 239], Speed: 161.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 249], Speed: 164.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 259], Speed: 146.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 269], Speed: 152.470 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 279], Speed: 154.897 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 289], Speed: 156.569 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 299], Speed: 166.474 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 309], Speed: 153.955 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 319], Speed: 157.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 329], Speed: 166.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 339], Speed: 144.599 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 349], Speed: 146.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 359], Speed: 147.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 369], Speed: 161.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 379], Speed: 158.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 389], Speed: 167.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 399], Speed: 152.385 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 409], Speed: 144.749 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 419], Speed: 156.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 429], Speed: 164.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 439], Speed: 168.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 449], Speed: 160.985 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 459], Speed: 142.674 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 469], Speed: 158.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 479], Speed: 157.398 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 489], Speed: 154.608 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 499], Speed: 156.827 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 509], Speed: 168.738 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 519], Speed: 144.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.535 [Epoch 126][Batch 529], Speed: 148.601 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 539], Speed: 164.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 549], Speed: 156.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 559], Speed: 162.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 569], Speed: 162.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 579], Speed: 168.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 589], Speed: 151.780 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 599], Speed: 165.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 609], Speed: 171.221 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 619], Speed: 170.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 629], Speed: 165.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 639], Speed: 154.720 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 649], Speed: 158.563 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 659], Speed: 163.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 669], Speed: 168.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 679], Speed: 170.821 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 689], Speed: 168.107 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 699], Speed: 161.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 709], Speed: 150.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 719], Speed: 158.499 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 729], Speed: 165.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 739], Speed: 166.651 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 749], Speed: 155.956 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 759], Speed: 158.537 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 769], Speed: 142.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 779], Speed: 153.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 789], Speed: 158.287 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 799], Speed: 154.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 809], Speed: 165.945 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 819], Speed: 152.358 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 829], Speed: 169.364 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.534 [Epoch 126][Batch 839], Speed: 154.756 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 849], Speed: 159.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 859], Speed: 159.264 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 869], Speed: 163.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 879], Speed: 166.528 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 889], Speed: 148.065 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 899], Speed: 166.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 909], Speed: 166.339 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 919], Speed: 168.272 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 929], Speed: 163.507 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 939], Speed: 162.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 949], Speed: 157.797 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 959], Speed: 153.665 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 969], Speed: 159.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 979], Speed: 166.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 989], Speed: 159.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 999], Speed: 162.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1009], Speed: 151.771 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1019], Speed: 161.045 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1029], Speed: 160.341 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1039], Speed: 153.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1049], Speed: 162.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1059], Speed: 151.960 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1069], Speed: 156.017 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1079], Speed: 143.389 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1089], Speed: 165.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1099], Speed: 157.224 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1109], Speed: 146.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1119], Speed: 164.902 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1129], Speed: 172.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1139], Speed: 175.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1149], Speed: 170.383 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.533 [Epoch 126][Batch 1159], Speed: 160.271 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 126][Batch 1169], Speed: 153.566 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 126][Batch 1179], Speed: 163.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 126][Batch 1189], Speed: 158.890 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 126][Batch 1199], Speed: 175.016 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 126][Batch 1209], Speed: 151.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 126][Batch 1219], Speed: 150.686 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 126] Training cost: 760.753, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 9], Speed: 163.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.189, CenterRegL1=0.214, HeatmapFocal=1.532 [Epoch 127][Batch 19], Speed: 155.133 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 127][Batch 29], Speed: 161.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 127][Batch 39], Speed: 154.144 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 49], Speed: 150.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 59], Speed: 163.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 127][Batch 69], Speed: 157.082 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 127][Batch 79], Speed: 158.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 127][Batch 89], Speed: 147.971 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.216, HeatmapFocal=1.532 [Epoch 127][Batch 99], Speed: 162.877 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 109], Speed: 160.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 119], Speed: 157.689 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 129], Speed: 167.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 139], Speed: 156.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 149], Speed: 145.141 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 159], Speed: 156.911 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 169], Speed: 155.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 179], Speed: 162.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 189], Speed: 168.466 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 199], Speed: 163.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 209], Speed: 153.563 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 219], Speed: 148.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 229], Speed: 166.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 239], Speed: 165.083 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.532 [Epoch 127][Batch 249], Speed: 166.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 259], Speed: 163.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 269], Speed: 139.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 279], Speed: 155.329 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 289], Speed: 167.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 299], Speed: 162.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 309], Speed: 153.882 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 319], Speed: 152.022 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 329], Speed: 155.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 339], Speed: 152.376 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 349], Speed: 164.187 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 359], Speed: 166.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 369], Speed: 153.363 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 379], Speed: 166.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 389], Speed: 147.795 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 399], Speed: 159.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 409], Speed: 159.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 419], Speed: 152.830 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 429], Speed: 150.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 439], Speed: 157.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 449], Speed: 164.098 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 459], Speed: 161.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 469], Speed: 156.806 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 479], Speed: 162.090 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 489], Speed: 154.043 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 499], Speed: 157.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 509], Speed: 159.274 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 519], Speed: 156.905 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 529], Speed: 161.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 539], Speed: 158.419 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 549], Speed: 159.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 559], Speed: 142.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.531 [Epoch 127][Batch 569], Speed: 161.332 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 579], Speed: 159.146 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 589], Speed: 167.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 599], Speed: 165.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 609], Speed: 153.060 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 619], Speed: 163.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 629], Speed: 170.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 639], Speed: 158.272 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 649], Speed: 163.421 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 659], Speed: 148.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 669], Speed: 145.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 679], Speed: 163.909 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 689], Speed: 167.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 699], Speed: 149.940 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 709], Speed: 167.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 719], Speed: 153.186 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 729], Speed: 158.495 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 739], Speed: 162.989 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 749], Speed: 169.871 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 759], Speed: 160.199 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 769], Speed: 157.528 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 779], Speed: 152.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 789], Speed: 160.122 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 799], Speed: 159.992 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 809], Speed: 157.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 819], Speed: 138.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 829], Speed: 151.185 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 839], Speed: 151.878 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 849], Speed: 159.252 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 859], Speed: 156.495 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 869], Speed: 160.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.530 [Epoch 127][Batch 879], Speed: 159.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 889], Speed: 164.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 899], Speed: 161.179 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 909], Speed: 160.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 919], Speed: 156.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 929], Speed: 164.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 939], Speed: 157.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 949], Speed: 156.090 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 959], Speed: 151.701 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 969], Speed: 146.658 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 979], Speed: 162.088 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 989], Speed: 169.059 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 999], Speed: 157.770 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1009], Speed: 162.816 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1019], Speed: 138.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1029], Speed: 159.371 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1039], Speed: 163.493 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1049], Speed: 163.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1059], Speed: 163.535 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1069], Speed: 158.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1079], Speed: 160.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1089], Speed: 164.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1099], Speed: 162.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1109], Speed: 150.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1119], Speed: 157.249 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1129], Speed: 153.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1139], Speed: 163.580 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1149], Speed: 168.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1159], Speed: 162.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1169], Speed: 158.230 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1179], Speed: 152.034 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1189], Speed: 176.541 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.529 [Epoch 127][Batch 1199], Speed: 173.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 127][Batch 1209], Speed: 161.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 127][Batch 1219], Speed: 167.730 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 127] Training cost: 760.706, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 9], Speed: 165.665 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.217, HeatmapFocal=1.528 [Epoch 128][Batch 19], Speed: 161.842 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 29], Speed: 168.743 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 39], Speed: 151.928 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 49], Speed: 161.496 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 59], Speed: 159.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 69], Speed: 158.044 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 79], Speed: 155.601 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 89], Speed: 155.889 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 99], Speed: 169.234 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 109], Speed: 169.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 119], Speed: 166.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 129], Speed: 166.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 139], Speed: 156.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 149], Speed: 156.837 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 159], Speed: 157.432 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 169], Speed: 139.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 179], Speed: 163.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 189], Speed: 169.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 199], Speed: 148.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 209], Speed: 159.329 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.528 [Epoch 128][Batch 219], Speed: 147.664 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 229], Speed: 154.122 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 239], Speed: 161.289 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 249], Speed: 149.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 259], Speed: 154.122 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 269], Speed: 159.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 279], Speed: 163.884 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 289], Speed: 144.464 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.528 [Epoch 128][Batch 299], Speed: 161.970 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 309], Speed: 151.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 319], Speed: 152.147 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 329], Speed: 162.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 339], Speed: 168.896 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 349], Speed: 149.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 359], Speed: 154.394 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 369], Speed: 165.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 379], Speed: 156.827 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 389], Speed: 149.802 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 399], Speed: 153.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 409], Speed: 144.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 419], Speed: 151.506 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 429], Speed: 162.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 439], Speed: 151.058 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 449], Speed: 163.878 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 459], Speed: 164.770 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 469], Speed: 154.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 479], Speed: 156.608 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 489], Speed: 158.093 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 499], Speed: 159.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 509], Speed: 153.085 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 519], Speed: 149.461 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 529], Speed: 156.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 539], Speed: 162.306 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 549], Speed: 156.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 559], Speed: 150.968 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 569], Speed: 161.470 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 579], Speed: 164.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 589], Speed: 150.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 599], Speed: 146.992 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 609], Speed: 169.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.527 [Epoch 128][Batch 619], Speed: 139.988 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 629], Speed: 163.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 639], Speed: 166.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 649], Speed: 154.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 659], Speed: 161.983 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 669], Speed: 161.463 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 679], Speed: 154.555 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 689], Speed: 150.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 699], Speed: 165.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 709], Speed: 134.962 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 719], Speed: 156.551 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 729], Speed: 159.963 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 739], Speed: 159.955 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 749], Speed: 164.540 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 759], Speed: 161.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 769], Speed: 144.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 779], Speed: 164.843 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 789], Speed: 164.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 799], Speed: 161.841 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 809], Speed: 164.901 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 819], Speed: 148.835 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 829], Speed: 160.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 839], Speed: 163.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 849], Speed: 165.122 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 859], Speed: 160.939 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 869], Speed: 163.772 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 879], Speed: 156.556 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 889], Speed: 151.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 899], Speed: 161.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 909], Speed: 160.438 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 919], Speed: 154.969 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 929], Speed: 165.772 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.526 [Epoch 128][Batch 939], Speed: 164.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 949], Speed: 161.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 959], Speed: 157.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 969], Speed: 158.974 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 979], Speed: 143.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 989], Speed: 159.510 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 999], Speed: 164.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1009], Speed: 149.623 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1019], Speed: 145.189 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1029], Speed: 163.757 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1039], Speed: 135.535 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1049], Speed: 169.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1059], Speed: 167.232 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1069], Speed: 153.759 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1079], Speed: 165.435 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1089], Speed: 159.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1099], Speed: 141.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1109], Speed: 166.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1119], Speed: 157.846 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1129], Speed: 173.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1139], Speed: 164.900 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1149], Speed: 157.050 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1159], Speed: 161.953 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1169], Speed: 171.359 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1179], Speed: 156.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1189], Speed: 154.695 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1199], Speed: 178.202 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1209], Speed: 161.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128][Batch 1219], Speed: 166.494 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 128] Training cost: 765.828, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 129][Batch 9], Speed: 173.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.215, HeatmapFocal=1.525 [Epoch 129][Batch 19], Speed: 161.065 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.525 [Epoch 129][Batch 29], Speed: 159.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.525 [Epoch 129][Batch 39], Speed: 154.780 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.525 [Epoch 129][Batch 49], Speed: 150.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 59], Speed: 153.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 69], Speed: 167.692 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.524 [Epoch 129][Batch 79], Speed: 171.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 89], Speed: 149.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 99], Speed: 161.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 109], Speed: 159.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 119], Speed: 161.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 129], Speed: 163.376 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 139], Speed: 166.054 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 149], Speed: 160.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 159], Speed: 157.582 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 169], Speed: 162.306 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 179], Speed: 159.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 189], Speed: 166.586 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 199], Speed: 153.647 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 209], Speed: 155.554 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 219], Speed: 146.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 229], Speed: 150.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 239], Speed: 165.082 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 249], Speed: 163.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 259], Speed: 146.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 269], Speed: 144.489 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 279], Speed: 149.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 289], Speed: 163.163 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 299], Speed: 151.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 309], Speed: 165.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 319], Speed: 159.641 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 329], Speed: 143.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 339], Speed: 155.890 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 349], Speed: 143.295 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 359], Speed: 160.131 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.524 [Epoch 129][Batch 369], Speed: 161.068 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 379], Speed: 149.953 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 389], Speed: 151.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 399], Speed: 144.445 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 409], Speed: 164.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 419], Speed: 158.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 429], Speed: 166.631 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 439], Speed: 153.715 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 449], Speed: 152.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 459], Speed: 149.392 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 469], Speed: 162.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 479], Speed: 164.695 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 489], Speed: 164.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 499], Speed: 140.753 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 509], Speed: 134.712 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 519], Speed: 153.475 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 529], Speed: 155.441 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 539], Speed: 160.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 549], Speed: 155.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 559], Speed: 147.771 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 569], Speed: 146.123 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 579], Speed: 159.867 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 589], Speed: 159.988 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 599], Speed: 162.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 609], Speed: 153.305 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 619], Speed: 163.522 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 629], Speed: 142.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 639], Speed: 144.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 649], Speed: 165.819 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 659], Speed: 151.819 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 669], Speed: 161.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 679], Speed: 150.551 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 689], Speed: 154.189 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.523 [Epoch 129][Batch 699], Speed: 155.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 709], Speed: 165.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 719], Speed: 150.234 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 729], Speed: 165.452 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 739], Speed: 137.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 749], Speed: 153.667 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 759], Speed: 141.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 769], Speed: 141.559 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 779], Speed: 147.304 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 789], Speed: 163.581 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 799], Speed: 145.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 809], Speed: 142.624 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 819], Speed: 131.726 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 829], Speed: 158.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 839], Speed: 158.197 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 849], Speed: 172.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 859], Speed: 160.548 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 869], Speed: 127.930 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 879], Speed: 163.807 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 889], Speed: 155.963 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 899], Speed: 164.919 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 909], Speed: 166.403 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 919], Speed: 151.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 929], Speed: 150.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 939], Speed: 155.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 949], Speed: 158.901 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 959], Speed: 152.150 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 969], Speed: 154.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 979], Speed: 155.749 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 989], Speed: 155.844 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 999], Speed: 155.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 1009], Speed: 165.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 1019], Speed: 147.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.522 [Epoch 129][Batch 1029], Speed: 162.043 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1039], Speed: 155.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1049], Speed: 148.259 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1059], Speed: 164.520 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1069], Speed: 155.676 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1079], Speed: 165.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1089], Speed: 159.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1099], Speed: 162.929 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1109], Speed: 150.243 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1119], Speed: 154.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1129], Speed: 158.841 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1139], Speed: 160.909 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1149], Speed: 145.306 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1159], Speed: 156.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1169], Speed: 152.834 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1179], Speed: 163.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1189], Speed: 159.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1199], Speed: 169.165 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1209], Speed: 160.357 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129][Batch 1219], Speed: 157.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 129] Training cost: 764.184, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 9], Speed: 158.866 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.214, HeatmapFocal=1.521 [Epoch 130][Batch 19], Speed: 165.704 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.216, HeatmapFocal=1.521 [Epoch 130][Batch 29], Speed: 170.118 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.521 [Epoch 130][Batch 39], Speed: 157.572 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 49], Speed: 149.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 59], Speed: 144.022 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 69], Speed: 163.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 79], Speed: 169.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 89], Speed: 169.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 99], Speed: 155.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 109], Speed: 158.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 119], Speed: 158.144 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 129], Speed: 145.755 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.521 [Epoch 130][Batch 139], Speed: 163.600 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 149], Speed: 167.357 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 159], Speed: 161.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 169], Speed: 155.511 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 179], Speed: 160.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 189], Speed: 157.164 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 199], Speed: 166.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 209], Speed: 166.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 219], Speed: 157.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 229], Speed: 151.999 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 239], Speed: 146.073 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 249], Speed: 149.134 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 259], Speed: 160.429 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 269], Speed: 166.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 279], Speed: 149.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 289], Speed: 145.225 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 299], Speed: 155.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 309], Speed: 155.636 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 319], Speed: 167.694 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 329], Speed: 167.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 339], Speed: 160.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 349], Speed: 164.928 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 359], Speed: 151.363 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 369], Speed: 156.660 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 379], Speed: 163.723 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 389], Speed: 167.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 399], Speed: 158.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 409], Speed: 160.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 419], Speed: 148.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 429], Speed: 167.193 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 439], Speed: 154.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 449], Speed: 165.974 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 459], Speed: 151.236 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.520 [Epoch 130][Batch 469], Speed: 137.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 479], Speed: 159.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 489], Speed: 156.136 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 499], Speed: 164.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 509], Speed: 165.387 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 519], Speed: 149.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 529], Speed: 149.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 539], Speed: 143.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 549], Speed: 164.830 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 559], Speed: 157.076 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 569], Speed: 166.975 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 579], Speed: 143.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 589], Speed: 157.644 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 599], Speed: 156.151 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 609], Speed: 167.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 619], Speed: 159.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 629], Speed: 161.604 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 639], Speed: 155.104 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 649], Speed: 151.070 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 659], Speed: 153.269 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 669], Speed: 164.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 679], Speed: 163.619 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 689], Speed: 165.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 699], Speed: 166.193 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 709], Speed: 152.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 719], Speed: 142.605 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 729], Speed: 162.657 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 739], Speed: 164.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 749], Speed: 165.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 759], Speed: 140.394 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 769], Speed: 162.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 779], Speed: 147.634 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 789], Speed: 160.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.519 [Epoch 130][Batch 799], Speed: 164.378 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 809], Speed: 149.877 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 819], Speed: 160.980 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 829], Speed: 152.297 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 839], Speed: 142.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 849], Speed: 159.661 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 859], Speed: 168.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 869], Speed: 158.495 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 879], Speed: 152.134 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 889], Speed: 161.663 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 899], Speed: 143.973 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 909], Speed: 157.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 919], Speed: 158.686 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 929], Speed: 143.387 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 939], Speed: 154.144 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 949], Speed: 153.855 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 959], Speed: 150.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 969], Speed: 159.503 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 979], Speed: 166.679 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 989], Speed: 145.745 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 999], Speed: 153.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1009], Speed: 162.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1019], Speed: 144.800 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1029], Speed: 162.794 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1039], Speed: 165.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1049], Speed: 166.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1059], Speed: 150.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1069], Speed: 163.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1079], Speed: 147.212 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1089], Speed: 163.778 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1099], Speed: 156.161 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1109], Speed: 158.448 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1119], Speed: 144.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.518 [Epoch 130][Batch 1129], Speed: 150.827 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130][Batch 1139], Speed: 159.962 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130][Batch 1149], Speed: 143.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130][Batch 1159], Speed: 164.875 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130][Batch 1169], Speed: 145.093 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130][Batch 1179], Speed: 147.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130][Batch 1189], Speed: 169.331 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130][Batch 1199], Speed: 163.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130][Batch 1209], Speed: 156.877 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130][Batch 1219], Speed: 165.525 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130] Training cost: 765.271, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 130] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.345 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.532 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.361 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.126 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.295 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.442 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.192 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.495 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.686 person=44.8 bicycle=23.3 car=29.6 motorcycle=37.7 airplane=61.3 bus=59.4 train=62.6 truck=29.6 boat=18.8 traffic light=18.8 fire hydrant=61.4 stop sign=56.2 parking meter=42.3 bench=20.6 bird=27.9 cat=65.2 dog=58.9 horse=52.9 sheep=44.4 cow=45.0 elephant=62.3 bear=68.2 zebra=64.3 giraffe=64.4 backpack=11.3 umbrella=33.4 handbag=9.8 tie=23.9 suitcase=30.4 frisbee=48.3 skis=19.7 snowboard=21.2 sports ball=28.4 kite=31.5 baseball bat=20.8 baseball glove=27.7 skateboard=47.2 surfboard=28.6 tennis racket=38.5 bottle=26.3 wine glass=25.0 cup=30.7 fork=25.6 knife=10.8 spoon=12.0 bowl=32.7 banana=17.9 apple=15.8 sandwich=33.6 orange=27.3 broccoli=18.0 carrot=16.7 hot dog=27.0 pizza=44.6 donut=36.3 cake=29.8 chair=22.9 couch=41.3 potted plant=22.2 bed=40.6 dining table=24.2 toilet=57.3 tv=50.6 laptop=53.8 mouse=47.7 remote=19.1 keyboard=45.4 cell phone=25.2 microwave=46.7 oven=31.0 toaster=18.7 sink=32.5 refrigerator=47.9 book=6.8 clock=41.6 vase=31.9 scissors=20.1 teddy bear=39.5 hair drier=1.4 toothbrush=16.8 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =34.5 [Epoch 131][Batch 9], Speed: 146.919 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 19], Speed: 140.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 29], Speed: 163.393 samples/sec, LR=3.750000000000001e-06, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 131][Batch 39], Speed: 157.956 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 131][Batch 49], Speed: 165.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 131][Batch 59], Speed: 171.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 69], Speed: 167.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 79], Speed: 164.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.189, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 131][Batch 89], Speed: 168.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 131][Batch 99], Speed: 166.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 131][Batch 109], Speed: 169.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 131][Batch 119], Speed: 171.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 131][Batch 129], Speed: 167.689 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.216, HeatmapFocal=1.517 [Epoch 131][Batch 139], Speed: 160.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 149], Speed: 164.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 159], Speed: 144.531 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 169], Speed: 155.103 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 179], Speed: 170.529 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 189], Speed: 161.481 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 199], Speed: 149.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 209], Speed: 137.746 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 219], Speed: 156.831 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 229], Speed: 154.565 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.517 [Epoch 131][Batch 239], Speed: 172.822 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 249], Speed: 168.626 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 259], Speed: 132.429 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 269], Speed: 172.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 279], Speed: 153.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 289], Speed: 173.253 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 299], Speed: 158.528 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 309], Speed: 155.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 319], Speed: 149.105 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 329], Speed: 159.500 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 339], Speed: 154.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 349], Speed: 148.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 359], Speed: 162.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 369], Speed: 152.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 379], Speed: 152.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 389], Speed: 154.045 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 399], Speed: 144.929 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 409], Speed: 165.132 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 419], Speed: 167.127 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 429], Speed: 149.947 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 439], Speed: 154.053 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 449], Speed: 146.237 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 459], Speed: 156.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 469], Speed: 154.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 479], Speed: 157.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 489], Speed: 150.971 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 499], Speed: 149.393 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 509], Speed: 162.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 519], Speed: 163.252 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 529], Speed: 158.394 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 539], Speed: 157.242 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 549], Speed: 159.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 559], Speed: 149.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.516 [Epoch 131][Batch 569], Speed: 156.299 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 579], Speed: 164.442 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 589], Speed: 155.676 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 599], Speed: 151.765 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 609], Speed: 165.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 619], Speed: 152.453 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 629], Speed: 165.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 639], Speed: 148.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 649], Speed: 156.643 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 659], Speed: 163.825 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 669], Speed: 152.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 679], Speed: 164.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 689], Speed: 153.498 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 699], Speed: 146.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 709], Speed: 168.879 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 719], Speed: 170.604 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 729], Speed: 156.015 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 739], Speed: 153.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 749], Speed: 166.593 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 759], Speed: 148.701 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 769], Speed: 148.798 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 779], Speed: 171.616 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 789], Speed: 156.637 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 799], Speed: 166.734 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 809], Speed: 158.184 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 819], Speed: 138.622 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 829], Speed: 159.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 839], Speed: 162.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 849], Speed: 156.017 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 859], Speed: 146.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 869], Speed: 169.192 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 879], Speed: 161.331 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 889], Speed: 158.731 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.515 [Epoch 131][Batch 899], Speed: 163.153 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 909], Speed: 162.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 919], Speed: 147.471 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 929], Speed: 172.695 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 939], Speed: 148.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 949], Speed: 164.458 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 959], Speed: 163.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 969], Speed: 152.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 979], Speed: 153.194 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 989], Speed: 158.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 999], Speed: 165.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1009], Speed: 159.240 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1019], Speed: 165.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1029], Speed: 151.254 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1039], Speed: 149.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1049], Speed: 152.848 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1059], Speed: 155.915 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1069], Speed: 163.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1079], Speed: 171.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1089], Speed: 148.675 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1099], Speed: 162.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1109], Speed: 153.617 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1119], Speed: 172.199 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1129], Speed: 160.749 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1139], Speed: 156.658 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1149], Speed: 165.485 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1159], Speed: 165.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1169], Speed: 168.819 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1179], Speed: 154.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1189], Speed: 162.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1199], Speed: 166.528 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1209], Speed: 164.368 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131][Batch 1219], Speed: 166.425 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 131] Training cost: 756.390, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.514 [Epoch 132][Batch 9], Speed: 144.931 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.212, HeatmapFocal=1.514 [Epoch 132][Batch 19], Speed: 151.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.513 [Epoch 132][Batch 29], Speed: 149.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 39], Speed: 163.195 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 49], Speed: 156.052 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 59], Speed: 166.815 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 69], Speed: 146.570 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 79], Speed: 166.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 89], Speed: 160.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 132][Batch 99], Speed: 151.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 132][Batch 109], Speed: 168.504 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 132][Batch 119], Speed: 173.601 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 132][Batch 129], Speed: 159.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 132][Batch 139], Speed: 152.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.216, HeatmapFocal=1.513 [Epoch 132][Batch 149], Speed: 146.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 159], Speed: 169.632 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 169], Speed: 167.618 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 179], Speed: 173.739 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 189], Speed: 153.074 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 199], Speed: 150.046 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 209], Speed: 152.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 219], Speed: 168.210 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 229], Speed: 174.535 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 239], Speed: 169.880 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 249], Speed: 155.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 259], Speed: 152.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 269], Speed: 146.963 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 279], Speed: 145.522 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 289], Speed: 156.268 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 299], Speed: 177.256 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 309], Speed: 162.853 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 319], Speed: 163.842 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 329], Speed: 134.766 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 339], Speed: 150.517 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 349], Speed: 165.942 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.513 [Epoch 132][Batch 359], Speed: 170.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 369], Speed: 146.279 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 379], Speed: 166.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 389], Speed: 149.077 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 399], Speed: 155.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 409], Speed: 152.713 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 419], Speed: 176.708 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 429], Speed: 149.404 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 439], Speed: 156.095 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 449], Speed: 152.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 459], Speed: 167.120 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 469], Speed: 170.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 479], Speed: 165.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 489], Speed: 152.014 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 499], Speed: 156.146 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 509], Speed: 147.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 519], Speed: 165.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 529], Speed: 167.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 539], Speed: 173.697 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 549], Speed: 156.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 559], Speed: 154.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 569], Speed: 158.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 579], Speed: 164.230 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 589], Speed: 156.362 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 599], Speed: 177.016 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 609], Speed: 151.729 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 619], Speed: 153.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 629], Speed: 148.771 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 639], Speed: 144.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 649], Speed: 170.395 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 659], Speed: 160.428 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 669], Speed: 150.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 679], Speed: 151.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 689], Speed: 154.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.512 [Epoch 132][Batch 699], Speed: 143.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 709], Speed: 173.440 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 719], Speed: 169.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 729], Speed: 151.652 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 739], Speed: 153.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 749], Speed: 157.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 759], Speed: 161.302 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 769], Speed: 167.973 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 779], Speed: 152.656 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 789], Speed: 148.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 799], Speed: 170.033 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 809], Speed: 150.890 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 819], Speed: 167.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 829], Speed: 161.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 839], Speed: 168.138 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 849], Speed: 157.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 859], Speed: 164.014 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 869], Speed: 152.200 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 879], Speed: 172.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 889], Speed: 175.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 899], Speed: 159.348 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 909], Speed: 154.045 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 919], Speed: 150.156 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 929], Speed: 156.292 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 939], Speed: 154.958 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 949], Speed: 172.110 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 959], Speed: 179.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 969], Speed: 151.976 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 979], Speed: 156.830 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 989], Speed: 150.301 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 999], Speed: 171.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 1009], Speed: 158.098 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 1019], Speed: 175.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 1029], Speed: 149.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.511 [Epoch 132][Batch 1039], Speed: 156.289 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1049], Speed: 150.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1059], Speed: 160.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1069], Speed: 164.965 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1079], Speed: 160.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1089], Speed: 148.901 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1099], Speed: 167.108 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1109], Speed: 155.565 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1119], Speed: 162.889 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1129], Speed: 157.582 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1139], Speed: 168.905 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1149], Speed: 159.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1159], Speed: 149.095 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1169], Speed: 164.964 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1179], Speed: 177.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1189], Speed: 165.653 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1199], Speed: 152.039 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1209], Speed: 159.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132][Batch 1219], Speed: 160.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 132] Training cost: 759.452, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.510 [Epoch 133][Batch 9], Speed: 140.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.194, CenterRegL1=0.213, HeatmapFocal=1.510 [Epoch 133][Batch 19], Speed: 136.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.212, HeatmapFocal=1.510 [Epoch 133][Batch 29], Speed: 150.734 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.213, HeatmapFocal=1.510 [Epoch 133][Batch 39], Speed: 150.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 49], Speed: 169.064 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 59], Speed: 164.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 69], Speed: 153.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 79], Speed: 147.365 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 89], Speed: 153.438 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 99], Speed: 159.630 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.213, HeatmapFocal=1.510 [Epoch 133][Batch 109], Speed: 162.881 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 119], Speed: 162.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 129], Speed: 161.465 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 139], Speed: 160.206 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 149], Speed: 153.762 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.510 [Epoch 133][Batch 159], Speed: 151.982 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 169], Speed: 150.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 179], Speed: 161.454 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 189], Speed: 160.870 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 199], Speed: 153.514 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 209], Speed: 147.609 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 219], Speed: 166.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 229], Speed: 169.171 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 239], Speed: 170.137 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 249], Speed: 157.407 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 259], Speed: 155.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 269], Speed: 152.992 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 279], Speed: 154.401 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 289], Speed: 156.596 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 299], Speed: 161.767 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 309], Speed: 149.073 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 319], Speed: 155.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 329], Speed: 153.727 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 339], Speed: 149.246 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 349], Speed: 161.912 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 359], Speed: 154.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 369], Speed: 154.178 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.509 [Epoch 133][Batch 379], Speed: 153.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 389], Speed: 152.144 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 399], Speed: 145.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 409], Speed: 168.309 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 419], Speed: 161.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 429], Speed: 148.510 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 439], Speed: 152.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 449], Speed: 145.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 459], Speed: 159.073 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 469], Speed: 153.236 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 479], Speed: 162.901 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 489], Speed: 153.034 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 499], Speed: 148.053 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.509 [Epoch 133][Batch 509], Speed: 152.770 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 519], Speed: 159.146 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 529], Speed: 164.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 539], Speed: 170.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 549], Speed: 165.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 559], Speed: 155.901 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 569], Speed: 147.779 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 579], Speed: 166.175 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 589], Speed: 160.031 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 599], Speed: 172.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 609], Speed: 155.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 619], Speed: 151.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 629], Speed: 151.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 639], Speed: 161.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 649], Speed: 168.647 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 659], Speed: 148.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 669], Speed: 152.815 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 679], Speed: 145.542 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 689], Speed: 155.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 699], Speed: 157.831 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 709], Speed: 165.409 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 719], Speed: 162.037 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 729], Speed: 162.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 739], Speed: 150.174 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 749], Speed: 135.160 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 759], Speed: 160.215 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 769], Speed: 167.484 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 779], Speed: 174.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 789], Speed: 163.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 799], Speed: 151.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 809], Speed: 153.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 819], Speed: 154.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 829], Speed: 171.469 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 839], Speed: 178.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.508 [Epoch 133][Batch 849], Speed: 159.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 859], Speed: 141.800 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 869], Speed: 152.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 879], Speed: 161.403 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 889], Speed: 167.669 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 899], Speed: 175.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 909], Speed: 161.226 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 919], Speed: 146.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 929], Speed: 160.546 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 939], Speed: 156.766 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 949], Speed: 167.614 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 959], Speed: 171.428 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 969], Speed: 151.146 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 979], Speed: 135.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 989], Speed: 164.244 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 999], Speed: 153.182 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1009], Speed: 154.794 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1019], Speed: 170.038 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1029], Speed: 143.715 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1039], Speed: 148.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1049], Speed: 144.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1059], Speed: 144.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1069], Speed: 162.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1079], Speed: 175.148 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1089], Speed: 137.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1099], Speed: 153.872 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1109], Speed: 166.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1119], Speed: 146.957 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1129], Speed: 165.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1139], Speed: 172.435 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1149], Speed: 177.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1159], Speed: 158.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1169], Speed: 179.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1179], Speed: 155.851 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.507 [Epoch 133][Batch 1189], Speed: 154.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 133][Batch 1199], Speed: 155.986 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 133][Batch 1209], Speed: 149.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 133][Batch 1219], Speed: 167.909 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 133] Training cost: 761.027, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 134][Batch 9], Speed: 151.545 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 19], Speed: 158.886 samples/sec, LR=3.750000000000001e-06, WHL1=0.176, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 134][Batch 29], Speed: 156.966 samples/sec, LR=3.750000000000001e-06, WHL1=0.178, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 39], Speed: 146.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 49], Speed: 155.640 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 59], Speed: 155.948 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 69], Speed: 162.774 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 79], Speed: 162.498 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 89], Speed: 168.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 99], Speed: 152.809 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 109], Speed: 153.895 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 119], Speed: 168.706 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 129], Speed: 150.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 139], Speed: 160.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 149], Speed: 153.807 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 159], Speed: 165.589 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 169], Speed: 165.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 179], Speed: 173.198 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 189], Speed: 153.625 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 199], Speed: 154.453 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 209], Speed: 161.848 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 219], Speed: 150.390 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 229], Speed: 162.921 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 239], Speed: 163.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 249], Speed: 163.736 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.506 [Epoch 134][Batch 259], Speed: 156.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 134][Batch 269], Speed: 152.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 134][Batch 279], Speed: 170.858 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 134][Batch 289], Speed: 167.784 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 134][Batch 299], Speed: 164.120 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 134][Batch 309], Speed: 151.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.506 [Epoch 134][Batch 319], Speed: 153.636 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 329], Speed: 159.840 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 339], Speed: 152.027 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 349], Speed: 170.177 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 359], Speed: 169.333 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 369], Speed: 156.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 379], Speed: 142.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 389], Speed: 149.984 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 399], Speed: 167.627 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 409], Speed: 169.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 419], Speed: 163.327 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 429], Speed: 161.261 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 439], Speed: 154.518 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 449], Speed: 148.451 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 459], Speed: 151.381 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 469], Speed: 172.721 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 479], Speed: 165.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 489], Speed: 150.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 499], Speed: 159.866 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 509], Speed: 165.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 519], Speed: 155.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 529], Speed: 165.167 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 539], Speed: 172.615 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 549], Speed: 155.435 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 559], Speed: 160.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 569], Speed: 162.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 579], Speed: 159.119 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 589], Speed: 163.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 599], Speed: 162.997 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 609], Speed: 161.840 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 619], Speed: 141.578 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 629], Speed: 153.868 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 639], Speed: 149.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 649], Speed: 165.798 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 659], Speed: 165.097 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.505 [Epoch 134][Batch 669], Speed: 158.315 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 679], Speed: 159.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 689], Speed: 155.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 699], Speed: 145.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 709], Speed: 158.891 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 719], Speed: 160.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 729], Speed: 158.879 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 739], Speed: 153.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 749], Speed: 163.366 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 759], Speed: 166.646 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 769], Speed: 153.590 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 779], Speed: 171.617 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 789], Speed: 149.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 799], Speed: 140.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 809], Speed: 163.614 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 819], Speed: 163.936 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 829], Speed: 168.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 839], Speed: 170.950 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 849], Speed: 151.657 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 859], Speed: 148.854 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 869], Speed: 169.041 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 879], Speed: 158.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 889], Speed: 167.958 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 899], Speed: 174.012 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 909], Speed: 151.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 919], Speed: 157.542 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 929], Speed: 154.688 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 939], Speed: 167.195 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 949], Speed: 165.033 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 959], Speed: 157.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 969], Speed: 156.594 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 979], Speed: 150.556 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 989], Speed: 168.834 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 999], Speed: 165.209 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 1009], Speed: 146.602 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.504 [Epoch 134][Batch 1019], Speed: 170.737 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1029], Speed: 158.384 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1039], Speed: 153.384 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1049], Speed: 165.998 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1059], Speed: 167.892 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1069], Speed: 165.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1079], Speed: 168.298 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1089], Speed: 158.633 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1099], Speed: 151.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1109], Speed: 176.321 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1119], Speed: 178.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1129], Speed: 163.843 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1139], Speed: 165.708 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1149], Speed: 166.598 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1159], Speed: 166.346 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1169], Speed: 168.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1179], Speed: 161.421 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1189], Speed: 176.589 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1199], Speed: 161.147 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1209], Speed: 159.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134][Batch 1219], Speed: 154.513 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 134] Training cost: 758.582, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 9], Speed: 145.011 samples/sec, LR=3.750000000000001e-06, WHL1=0.193, CenterRegL1=0.214, HeatmapFocal=1.503 [Epoch 135][Batch 19], Speed: 157.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 29], Speed: 168.569 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.216, HeatmapFocal=1.503 [Epoch 135][Batch 39], Speed: 163.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.503 [Epoch 135][Batch 49], Speed: 159.162 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 59], Speed: 159.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 69], Speed: 159.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 79], Speed: 169.925 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 89], Speed: 169.351 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 99], Speed: 175.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 109], Speed: 156.483 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 119], Speed: 165.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 129], Speed: 148.851 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 139], Speed: 162.039 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.503 [Epoch 135][Batch 149], Speed: 166.902 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 159], Speed: 168.760 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 169], Speed: 155.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 179], Speed: 161.121 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 189], Speed: 160.549 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 199], Speed: 160.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 209], Speed: 172.941 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 219], Speed: 174.075 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 229], Speed: 155.679 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 239], Speed: 155.537 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 249], Speed: 161.821 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 259], Speed: 156.471 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 269], Speed: 166.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 279], Speed: 157.500 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 289], Speed: 166.003 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 299], Speed: 150.925 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 309], Speed: 151.400 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 319], Speed: 160.938 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 329], Speed: 171.277 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 339], Speed: 165.112 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 349], Speed: 161.524 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 359], Speed: 156.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 369], Speed: 161.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 379], Speed: 155.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 389], Speed: 166.200 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 399], Speed: 162.922 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 409], Speed: 160.854 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 419], Speed: 158.526 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 429], Speed: 157.000 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 439], Speed: 165.126 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 449], Speed: 159.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 459], Speed: 169.416 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 469], Speed: 162.393 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 479], Speed: 166.258 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 489], Speed: 159.151 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.502 [Epoch 135][Batch 499], Speed: 159.538 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 509], Speed: 170.444 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 519], Speed: 161.102 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 529], Speed: 151.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 539], Speed: 164.230 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 549], Speed: 153.613 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 559], Speed: 160.277 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 569], Speed: 165.642 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 579], Speed: 167.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 589], Speed: 152.023 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 599], Speed: 163.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 609], Speed: 156.610 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 619], Speed: 160.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 629], Speed: 156.463 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 639], Speed: 166.037 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 649], Speed: 155.476 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 659], Speed: 145.605 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 669], Speed: 161.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 679], Speed: 162.389 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 689], Speed: 145.954 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 699], Speed: 155.280 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 709], Speed: 156.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 719], Speed: 164.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 729], Speed: 140.803 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 739], Speed: 154.603 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 749], Speed: 164.874 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 759], Speed: 163.466 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 769], Speed: 150.046 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 779], Speed: 157.559 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 789], Speed: 147.621 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 799], Speed: 151.053 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 809], Speed: 169.770 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 819], Speed: 154.368 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 829], Speed: 161.508 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 839], Speed: 154.577 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.501 [Epoch 135][Batch 849], Speed: 147.614 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 859], Speed: 162.391 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 869], Speed: 162.918 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 879], Speed: 156.328 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 889], Speed: 159.211 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 899], Speed: 159.977 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 909], Speed: 122.956 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 919], Speed: 167.122 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 929], Speed: 161.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 939], Speed: 169.403 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 949], Speed: 160.696 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 959], Speed: 154.701 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 969], Speed: 155.185 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 979], Speed: 158.186 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 989], Speed: 162.413 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 999], Speed: 160.190 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1009], Speed: 155.151 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1019], Speed: 161.294 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1029], Speed: 152.014 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1039], Speed: 150.768 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1049], Speed: 154.022 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1059], Speed: 158.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1069], Speed: 165.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1079], Speed: 163.392 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1089], Speed: 162.135 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1099], Speed: 160.539 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1109], Speed: 155.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1119], Speed: 168.805 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1129], Speed: 177.350 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1139], Speed: 158.912 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1149], Speed: 159.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1159], Speed: 162.248 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1169], Speed: 168.443 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1179], Speed: 162.674 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1189], Speed: 147.750 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1199], Speed: 167.152 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.500 [Epoch 135][Batch 1209], Speed: 154.805 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 135][Batch 1219], Speed: 163.128 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 135] Training cost: 756.052, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 9], Speed: 154.539 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.217, HeatmapFocal=1.499 [Epoch 136][Batch 19], Speed: 168.840 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.218, HeatmapFocal=1.499 [Epoch 136][Batch 29], Speed: 160.928 samples/sec, LR=3.750000000000001e-06, WHL1=0.177, CenterRegL1=0.217, HeatmapFocal=1.499 [Epoch 136][Batch 39], Speed: 156.501 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.216, HeatmapFocal=1.499 [Epoch 136][Batch 49], Speed: 161.484 samples/sec, LR=3.750000000000001e-06, WHL1=0.179, CenterRegL1=0.216, HeatmapFocal=1.499 [Epoch 136][Batch 59], Speed: 148.120 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 69], Speed: 167.553 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 79], Speed: 165.782 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 89], Speed: 165.374 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 99], Speed: 166.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.499 [Epoch 136][Batch 109], Speed: 166.484 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.216, HeatmapFocal=1.499 [Epoch 136][Batch 119], Speed: 157.574 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 129], Speed: 157.862 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 139], Speed: 158.881 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 149], Speed: 156.817 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 159], Speed: 158.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 169], Speed: 161.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 179], Speed: 148.025 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 189], Speed: 171.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 199], Speed: 162.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 209], Speed: 151.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 219], Speed: 153.955 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 229], Speed: 164.120 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 239], Speed: 157.343 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 249], Speed: 170.264 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 259], Speed: 164.831 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 269], Speed: 164.002 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 279], Speed: 154.537 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 289], Speed: 164.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 299], Speed: 157.457 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 309], Speed: 166.080 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 319], Speed: 168.725 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 329], Speed: 149.656 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.499 [Epoch 136][Batch 339], Speed: 157.066 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 349], Speed: 163.479 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 359], Speed: 156.849 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 369], Speed: 170.979 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 379], Speed: 153.987 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 389], Speed: 164.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 399], Speed: 164.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 409], Speed: 161.733 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 419], Speed: 146.617 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 429], Speed: 156.317 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 439], Speed: 166.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 449], Speed: 158.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 459], Speed: 159.432 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 469], Speed: 148.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 479], Speed: 147.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 489], Speed: 145.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 499], Speed: 164.061 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 509], Speed: 151.741 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 519], Speed: 153.910 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 529], Speed: 167.421 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 539], Speed: 165.378 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 549], Speed: 144.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 559], Speed: 157.655 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 569], Speed: 161.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 579], Speed: 151.149 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 589], Speed: 161.558 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 599], Speed: 152.867 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 609], Speed: 152.323 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 619], Speed: 171.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 629], Speed: 159.315 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 639], Speed: 147.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 649], Speed: 164.241 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 659], Speed: 161.373 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 669], Speed: 155.208 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 679], Speed: 159.756 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 689], Speed: 157.978 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.498 [Epoch 136][Batch 699], Speed: 153.471 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 709], Speed: 163.454 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 719], Speed: 146.833 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 729], Speed: 157.057 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 739], Speed: 162.933 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 749], Speed: 155.074 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 759], Speed: 155.491 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 769], Speed: 168.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 779], Speed: 162.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 789], Speed: 157.914 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 799], Speed: 165.009 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 809], Speed: 159.614 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 819], Speed: 163.187 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 829], Speed: 162.716 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 839], Speed: 162.006 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 849], Speed: 161.380 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 859], Speed: 166.478 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 869], Speed: 162.105 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 879], Speed: 161.808 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 889], Speed: 164.036 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 899], Speed: 146.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 909], Speed: 149.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 919], Speed: 158.009 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 929], Speed: 152.826 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 939], Speed: 153.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 949], Speed: 165.905 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 959], Speed: 153.220 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 969], Speed: 142.680 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 979], Speed: 161.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 989], Speed: 157.323 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 999], Speed: 151.676 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 1009], Speed: 168.385 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 1019], Speed: 154.413 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 1029], Speed: 159.292 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 1039], Speed: 151.429 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 1049], Speed: 162.113 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.497 [Epoch 136][Batch 1059], Speed: 152.348 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1069], Speed: 165.116 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1079], Speed: 164.380 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1089], Speed: 142.376 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1099], Speed: 161.924 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1109], Speed: 175.532 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1119], Speed: 144.267 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1129], Speed: 168.869 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1139], Speed: 160.488 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1149], Speed: 148.814 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1159], Speed: 174.144 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1169], Speed: 166.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1179], Speed: 170.291 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1189], Speed: 180.170 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1199], Speed: 157.832 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1209], Speed: 147.515 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136][Batch 1219], Speed: 158.329 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 136] Training cost: 761.218, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 9], Speed: 171.376 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.214, HeatmapFocal=1.496 [Epoch 137][Batch 19], Speed: 164.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 29], Speed: 139.480 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 39], Speed: 147.398 samples/sec, LR=3.750000000000001e-06, WHL1=0.180, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 49], Speed: 152.335 samples/sec, LR=3.750000000000001e-06, WHL1=0.181, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 59], Speed: 168.579 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 69], Speed: 168.312 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 79], Speed: 169.016 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 89], Speed: 159.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 99], Speed: 147.278 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 109], Speed: 150.204 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 119], Speed: 171.771 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 129], Speed: 165.217 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 139], Speed: 158.199 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 149], Speed: 137.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 159], Speed: 162.403 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 169], Speed: 152.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 179], Speed: 169.835 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 189], Speed: 166.925 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.496 [Epoch 137][Batch 199], Speed: 163.072 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 209], Speed: 155.547 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 219], Speed: 156.055 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 229], Speed: 156.975 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 239], Speed: 167.043 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 249], Speed: 163.115 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 259], Speed: 167.955 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 269], Speed: 163.125 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 279], Speed: 157.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 289], Speed: 148.742 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 299], Speed: 160.826 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 309], Speed: 160.917 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 319], Speed: 166.272 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 329], Speed: 167.577 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 339], Speed: 148.418 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 349], Speed: 160.051 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 359], Speed: 157.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 369], Speed: 168.641 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 379], Speed: 162.502 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 389], Speed: 159.826 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 399], Speed: 156.051 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 409], Speed: 154.690 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 419], Speed: 171.424 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 429], Speed: 171.247 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 439], Speed: 156.195 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 449], Speed: 157.674 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 459], Speed: 149.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 469], Speed: 136.166 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 479], Speed: 162.928 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 489], Speed: 164.180 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 499], Speed: 152.019 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 509], Speed: 156.597 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 519], Speed: 147.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 529], Speed: 160.521 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 539], Speed: 161.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 549], Speed: 169.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.495 [Epoch 137][Batch 559], Speed: 166.673 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 569], Speed: 160.991 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 579], Speed: 146.906 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 589], Speed: 156.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 599], Speed: 168.156 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 609], Speed: 159.250 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 619], Speed: 167.813 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 629], Speed: 166.405 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 639], Speed: 157.480 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 649], Speed: 155.214 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 659], Speed: 165.820 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 669], Speed: 158.238 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 679], Speed: 162.456 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 689], Speed: 155.018 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 699], Speed: 141.255 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 709], Speed: 158.207 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 719], Speed: 167.691 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 729], Speed: 164.600 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 739], Speed: 168.943 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 749], Speed: 165.709 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 759], Speed: 153.332 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 769], Speed: 160.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 779], Speed: 166.961 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 789], Speed: 162.959 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 799], Speed: 165.649 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 809], Speed: 150.705 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 819], Speed: 147.996 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 829], Speed: 144.049 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 839], Speed: 167.130 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 849], Speed: 161.062 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 859], Speed: 161.820 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 869], Speed: 161.746 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 879], Speed: 163.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 889], Speed: 152.098 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 899], Speed: 167.498 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 909], Speed: 151.671 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 919], Speed: 165.449 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.494 [Epoch 137][Batch 929], Speed: 162.339 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 939], Speed: 157.687 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 949], Speed: 155.100 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 959], Speed: 160.527 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 969], Speed: 161.682 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 979], Speed: 165.223 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 989], Speed: 156.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 999], Speed: 158.748 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1009], Speed: 159.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1019], Speed: 160.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1029], Speed: 157.181 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1039], Speed: 163.668 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1049], Speed: 162.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1059], Speed: 162.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1069], Speed: 158.101 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1079], Speed: 159.193 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1089], Speed: 163.635 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1099], Speed: 156.096 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1109], Speed: 148.885 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1119], Speed: 164.342 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1129], Speed: 154.828 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1139], Speed: 167.273 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1149], Speed: 160.340 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1159], Speed: 159.030 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1169], Speed: 165.531 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1179], Speed: 179.600 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1189], Speed: 151.408 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1199], Speed: 165.770 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1209], Speed: 158.472 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137][Batch 1219], Speed: 160.412 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 137] Training cost: 755.160, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 138][Batch 9], Speed: 156.140 samples/sec, LR=3.750000000000001e-06, WHL1=0.190, CenterRegL1=0.218, HeatmapFocal=1.493 [Epoch 138][Batch 19], Speed: 163.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 138][Batch 29], Speed: 147.639 samples/sec, LR=3.750000000000001e-06, WHL1=0.187, CenterRegL1=0.216, HeatmapFocal=1.493 [Epoch 138][Batch 39], Speed: 161.219 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 138][Batch 49], Speed: 146.349 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 138][Batch 59], Speed: 145.326 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.493 [Epoch 138][Batch 69], Speed: 158.711 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 79], Speed: 161.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 89], Speed: 151.589 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 99], Speed: 170.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.186, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 109], Speed: 164.313 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 119], Speed: 173.592 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 129], Speed: 151.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 139], Speed: 157.007 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 149], Speed: 162.859 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 159], Speed: 165.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 169], Speed: 153.330 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 179], Speed: 158.482 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 189], Speed: 132.276 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 199], Speed: 149.396 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 209], Speed: 158.404 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 219], Speed: 160.229 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 229], Speed: 146.989 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 239], Speed: 159.462 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 249], Speed: 154.693 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 259], Speed: 156.227 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 269], Speed: 153.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 279], Speed: 155.889 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 289], Speed: 157.576 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 299], Speed: 161.533 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 309], Speed: 153.386 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 319], Speed: 162.665 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 329], Speed: 153.311 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 339], Speed: 150.343 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 349], Speed: 148.975 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 359], Speed: 169.435 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 369], Speed: 148.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 379], Speed: 147.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 389], Speed: 165.994 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 399], Speed: 156.163 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 409], Speed: 160.778 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 419], Speed: 166.292 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 429], Speed: 150.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.492 [Epoch 138][Batch 439], Speed: 151.678 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 449], Speed: 168.091 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 459], Speed: 167.257 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 469], Speed: 166.284 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 479], Speed: 164.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 489], Speed: 149.014 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 499], Speed: 167.872 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 509], Speed: 157.320 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 519], Speed: 164.697 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 529], Speed: 164.677 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 539], Speed: 157.385 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 549], Speed: 162.419 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 559], Speed: 161.016 samples/sec, LR=3.750000000000001e-06, WHL1=0.182, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 569], Speed: 150.740 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 579], Speed: 166.874 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 589], Speed: 153.581 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 599], Speed: 163.064 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 609], Speed: 152.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 619], Speed: 143.797 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 629], Speed: 168.534 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 639], Speed: 163.646 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 649], Speed: 159.791 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 659], Speed: 160.231 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 669], Speed: 153.201 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 679], Speed: 149.140 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 689], Speed: 155.429 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 699], Speed: 170.157 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 709], Speed: 167.698 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 719], Speed: 156.658 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 729], Speed: 172.415 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 739], Speed: 161.422 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 749], Speed: 154.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 759], Speed: 157.377 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 769], Speed: 151.922 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 779], Speed: 155.751 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 789], Speed: 168.165 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 799], Speed: 161.650 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.491 [Epoch 138][Batch 809], Speed: 152.612 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 819], Speed: 160.460 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 829], Speed: 154.040 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 839], Speed: 161.338 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 849], Speed: 160.162 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 859], Speed: 158.028 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 869], Speed: 149.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 879], Speed: 161.147 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 889], Speed: 158.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 899], Speed: 164.361 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 909], Speed: 160.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 919], Speed: 166.216 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 929], Speed: 159.785 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 939], Speed: 161.581 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 949], Speed: 161.899 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 959], Speed: 163.629 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 969], Speed: 160.817 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 979], Speed: 157.556 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 989], Speed: 165.194 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 999], Speed: 159.263 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1009], Speed: 162.318 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1019], Speed: 156.172 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1029], Speed: 167.319 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1039], Speed: 152.726 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1049], Speed: 165.819 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1059], Speed: 164.236 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1069], Speed: 155.861 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1079], Speed: 155.310 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1089], Speed: 155.595 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1099], Speed: 149.824 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1109], Speed: 171.913 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1119], Speed: 180.111 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1129], Speed: 162.908 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1139], Speed: 156.833 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1149], Speed: 166.724 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1159], Speed: 154.158 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1169], Speed: 155.255 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.490 [Epoch 138][Batch 1179], Speed: 158.700 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 138][Batch 1189], Speed: 168.008 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 138][Batch 1199], Speed: 167.805 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 138][Batch 1209], Speed: 167.845 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 138][Batch 1219], Speed: 180.089 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 138] Training cost: 757.141, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 9], Speed: 147.827 samples/sec, LR=3.750000000000001e-06, WHL1=0.188, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 19], Speed: 136.754 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 29], Speed: 164.092 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 39], Speed: 163.071 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 49], Speed: 156.545 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 59], Speed: 153.583 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 69], Speed: 161.836 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 79], Speed: 168.399 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 89], Speed: 151.335 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 99], Speed: 166.775 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 109], Speed: 151.581 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 119], Speed: 145.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 129], Speed: 151.348 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 139], Speed: 151.370 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.214, HeatmapFocal=1.489 [Epoch 139][Batch 149], Speed: 143.620 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 159], Speed: 159.347 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 169], Speed: 153.659 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 179], Speed: 158.873 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 189], Speed: 139.281 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 199], Speed: 161.648 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 209], Speed: 163.660 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 219], Speed: 161.129 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 229], Speed: 160.719 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 239], Speed: 144.519 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 249], Speed: 155.277 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 259], Speed: 155.533 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 269], Speed: 158.654 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 279], Speed: 160.266 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 289], Speed: 148.512 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 299], Speed: 163.874 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 309], Speed: 159.156 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 319], Speed: 142.505 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.489 [Epoch 139][Batch 329], Speed: 160.430 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 339], Speed: 170.233 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 349], Speed: 156.880 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 359], Speed: 157.592 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 369], Speed: 146.337 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 379], Speed: 161.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 389], Speed: 160.486 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 399], Speed: 168.703 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 409], Speed: 161.670 samples/sec, LR=3.750000000000001e-06, WHL1=0.185, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 419], Speed: 158.176 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 429], Speed: 167.187 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 439], Speed: 150.406 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 449], Speed: 166.801 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 459], Speed: 164.575 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 469], Speed: 146.847 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 479], Speed: 149.795 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 489], Speed: 159.087 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 499], Speed: 144.538 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 509], Speed: 157.147 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 519], Speed: 165.628 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 529], Speed: 157.734 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 539], Speed: 165.082 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 549], Speed: 155.300 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 559], Speed: 167.573 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 569], Speed: 157.020 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 579], Speed: 168.561 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 589], Speed: 149.256 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 599], Speed: 155.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 609], Speed: 165.701 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 619], Speed: 152.310 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 629], Speed: 150.453 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 639], Speed: 156.321 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 649], Speed: 151.380 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 659], Speed: 159.710 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 669], Speed: 172.372 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 679], Speed: 148.650 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 689], Speed: 161.189 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.488 [Epoch 139][Batch 699], Speed: 169.013 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 709], Speed: 150.790 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 719], Speed: 147.883 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 729], Speed: 159.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 739], Speed: 148.354 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 749], Speed: 154.446 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 759], Speed: 165.068 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 769], Speed: 141.303 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 779], Speed: 159.439 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 789], Speed: 155.758 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 799], Speed: 156.722 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 809], Speed: 161.117 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 819], Speed: 165.048 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 829], Speed: 165.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 839], Speed: 162.010 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 849], Speed: 172.784 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 859], Speed: 138.567 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 869], Speed: 153.828 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 879], Speed: 165.679 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 889], Speed: 151.907 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 899], Speed: 147.890 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 909], Speed: 161.081 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 919], Speed: 156.434 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 929], Speed: 150.732 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 939], Speed: 164.188 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 949], Speed: 151.536 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 959], Speed: 144.650 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 969], Speed: 157.375 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 979], Speed: 153.683 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 989], Speed: 154.426 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 999], Speed: 171.802 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 1009], Speed: 154.500 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 1019], Speed: 156.962 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 1029], Speed: 159.473 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 1039], Speed: 151.316 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 1049], Speed: 142.183 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 1059], Speed: 146.109 samples/sec, LR=3.750000000000001e-06, WHL1=0.184, CenterRegL1=0.215, HeatmapFocal=1.487 [Epoch 139][Batch 1069], Speed: 153.143 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1079], Speed: 148.523 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1089], Speed: 151.672 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1099], Speed: 154.773 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1109], Speed: 146.277 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1119], Speed: 163.530 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1129], Speed: 151.834 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1139], Speed: 156.569 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1149], Speed: 161.926 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1159], Speed: 176.255 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1169], Speed: 164.927 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1179], Speed: 166.545 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1189], Speed: 154.270 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1199], Speed: 151.265 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1209], Speed: 158.450 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139][Batch 1219], Speed: 172.606 samples/sec, LR=3.750000000000001e-06, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139] Training cost: 758.172, WHL1=0.183, CenterRegL1=0.215, HeatmapFocal=1.486 [Epoch 139] Validation: ~~~~ Summary metrics ~~~~ =Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.345 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.532 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.363 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.126 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.295 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.442 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.189 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.685 person=45.0 bicycle=23.1 car=29.5 motorcycle=37.6 airplane=60.6 bus=59.8 train=62.5 truck=30.0 boat=18.7 traffic light=18.5 fire hydrant=61.4 stop sign=56.8 parking meter=40.9 bench=20.4 bird=28.0 cat=66.3 dog=58.8 horse=53.3 sheep=45.0 cow=45.2 elephant=62.4 bear=67.5 zebra=64.2 giraffe=64.4 backpack=11.3 umbrella=33.6 handbag=9.8 tie=24.2 suitcase=30.2 frisbee=48.0 skis=19.7 snowboard=21.8 sports ball=28.7 kite=31.7 baseball bat=20.5 baseball glove=28.1 skateboard=47.1 surfboard=28.7 tennis racket=38.7 bottle=26.5 wine glass=24.6 cup=30.6 fork=25.6 knife=10.5 spoon=12.6 bowl=32.8 banana=17.7 apple=15.5 sandwich=35.0 orange=27.7 broccoli=18.1 carrot=16.9 hot dog=27.6 pizza=45.0 donut=36.4 cake=30.0 chair=22.8 couch=41.0 potted plant=21.7 bed=40.0 dining table=23.8 toilet=58.2 tv=51.2 laptop=53.8 mouse=47.0 remote=18.7 keyboard=44.6 cell phone=25.3 microwave=46.4 oven=31.2 toaster=16.2 sink=32.1 refrigerator=50.3 book=6.4 clock=42.2 vase=31.9 scissors=21.6 teddy bear=40.1 hair drier=1.8 toothbrush=16.7 ~~~~ MeanAP @ IoU=[0.50,0.95] ~~~~ =34.5